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Curriculum

Michela BACCINI

Ruolo attuale:: Professore Ordinario
SSD:: MEDS-24/A - Statistica medica
Afferenza organizzativa:: Dipartimento di Statistica, Informatica, Applicazioni 'G. Parenti' (DiSIA)

Recapiti

	0552751563
	michela.baccini(AT)unifi.it

Michela BACCINI

Curriculum

MICHELA BACCINI

ISTRUZIONE
1997 Laurea in Scienze Statistiche e Attuariali, Facoltà di Economia e Commercio, Università di Firenze. Voto: 110/110 e lode, con auspici di pubblicazione.
La tesi ha ricevuto il premio “Luigi Pirondini” per laureati in Economia, a.a. 1996/97.
2002 Dottorato di ricerca in Statistica applicata, Dipartimento di Statistica “G. Parenti”, Università di Firenze

OCCUPAZIONE ATTUALE
2022-oggi Professoressa ordinaria, settore scientifico-disciplinare: MED/01 – Statistica medica, Università di Firenze
Affiliazioni
Dipartimento di Statistica, Informatica, Applicazioni “G. Parenti”, Università di Firenze
Membro del Florence Center for Data Science

PRECEDENTI ESPERIENZE PROFESSIONALI
01/2005-03/2016 Dirigente statistica, Unità Operativa di Biostatistica, ISPO Istituto per lo Studio e la Prevenzione Oncologica, Firenze
1 1/2014-2022 Professoressa associata, settore scientifico-disciplinare: MED/01 – Statistica medica, Università di Firenze
01/2005-11/2014 Ricercatrice universitaria, settore scientifico-disciplinare: MED/01 – Statistica medica, Dipartimento di Statistica, Informatica, Applicazioni “G. Parenti” (Dipartimento di Statistica “G. Parenti” fino a 12/2012), Università di Firenze
03/2002-01/2005 Assegnista di ricerca, settore scientifico-disciplinare: SECS-S/05 - Statistica sociale, Dipartimento di Statistica “G. Parenti”, Università di Firenze

PREMI, RICONOSCIMENTI
- Vincitrice del Kenneth Rothman Epidemiology Prize 2009 per l’articolo Baccini M et al. Heat effects on mortality in 15 European cities. Epidemiology 2008;19:711-719.
https://journals.lww.com/epidem/Citation/2009/09000/Michela_Baccini,_Winner_of_the_Kenneth_Rothman.1.aspx
- Best Environmental Epidemiology Paper Prize 2008 per l’articolo Baccini M et al. Heat effects on mortality in 15 European cities. Epidemiology 2008;19:711-719.

PARTECIPAZIONE A PROGETTI DI RICERCA (BANDI COMPETITIVI)
Come coordinatore o responsabile di unità di ricerca
- Bando Ricerca COVID19. Ente Finanziatore: Regione Toscana. Titolo: “Creazione di un percorso ottimizzato per il flusso dei dati e la gestione del paziente con quadro clinico e radiologico compatibile con COVID-19 (OPTIMISED)”. Durata: 24 mesi. Responsabile scientifico per l’Università di Firenze. Altri partner: Azienda Ospedaliera Universitaria di Pisa (Capofila), Università di Pisa, ISTI CNR Pisa, IFC CNR Pisa, IFAC CNR Firenze, Azienda USL Toscana Centro. Progetto in corso
- Bando Ricerca Salute 2018. Ente Finanziatore: Regione Toscana. Titolo: “Attributable CAncer Burden in Tuscany: smoking, environmental and occupational risk factors and evaluation of prevention strategies (ACAB)”. Durata: 36 mesi. Responsabile scientifico per l’Università di Firenze. Altri partner: Istituto per lo Studio, la Prevenzione e la Rete Oncologica (Capofila), Azienda USL Toscana Centro. Progetto in corso
- Bando ITT 2008. Ente finanziatore: Istituto Toscano Tumori. Titolo: “Epidemiological and statistical approaches to risk communication in areas at high environmental hazard”. Periodo del finanziamento: 08/10/2010-07/05/2013. Coordinatrice.
Come partecipante
- Tuscany Health Ecosystem (THE), spoke 2, responsabile del sottoprogetto: “Ambiente e salute in Toscana”
- EU project, FP7: Alcohol measures for public health research alliance (AMPHORA)
- EU project, FP6 - Network of excellence - The European Nutrigenomics Organization: linking genomics, nutrition and health research (NUGO)
- EU project, FP5: Assessment and prevention of acute health effects of weather conditions in Europe (PHEWE).
- EU project, FP4: Air pollution and health: a European approach (APHEA2)
- CCM 2009: Epidemiological surveillance of air pollution (EPIAIR2)
- PRIN 2009: Metodi statistici negli studi sugli effetti degli inquinanti dell'aria sul rischio di malattie tromboemboliche, Coordinatore: Pier Alberto Bertazzi, Università di Milano
- PRIN 2007: Valutazione di impatto sanitario dell'inquinamento atmosferico a livello regionale, Coordinatore: Andrea Baccarelli, Università di Milano
- PRIN 2005: Modelli statistici per la genomica funzionale e la biologia sistemica, Coordinatore: Annibale Biggeri, Università di Firenze
- PRIN 2002: Valutazione del rischio di malattia dell'inquinamento ambientale e stime di impatto, Coordinatrice: Daniela Cocchi, Università di Bologna

PARTECIPAZIONE A COLLEGI DI DOTTORATO, FACULTY, COMITATI DIDATTICI E SCIENTIFICI
2023 Membro del collegio di Dottorato in Matematica, Statistica, Informatica
2021 Membro del collegio del Dottorato Nazionale in Intelligenza Artificiale (DOT21N9R8M), Università di Pisa (37 ciclo)
2021 Membro del Comitato Scientifico e del Comitato Esecutivo della Scuola “Artificial Intelligence in Health for people Well-Being” (IFAC-CNR Sesto Fiorentino, Centro di Ricerca Florence Center For Data Science dell’Università di Firenze, Dipartimento di Scienze Biomediche Sperimentali e Cliniche dell’Università di Firenze, Azienda Ospedaliero Universitaria Careggi, Dipartimento di Ingegneria dell’Informazione e Scienze Matematiche dell’Università di Siena)
2018-oggi Membro del Comitato Scientifico del Master Universitario di II Livello in Epidemiologia, Università degli Studi di Torino (dal 2004 membro della Faculty)
2004-oggi Membro della Faculty della scuola internazionale European Educational Programme in Epidemiology (ISGlobal, Università degli Studi di Torino, Swiss TPH, Swiss School of Public Health)

ATTIVITA’ DIDATTICA IN AMBITO UNIVERSITARIO
- Statistica Medica, Corsi di laurea triennale e magistrale, master e scuole di specializzazione, Scuola Scienze della salute umana, Università di Firenze.
- Evidence Based Medicine, LM Medicina e Chirurgia, Scuola Scienze della salute umana, Università di Firenze.
- Biostatistica, LM Data Science, Scuola Economia e management, Università di Firenze.
- Machine Learning in genomics and epidemiological data, Master in Data Science, Scuola Economia e management, Università di Firenze.

Corsi nell’ambito di dottorati di ricerca
Corsi su network meta-analisi, analisi di serie storiche epidemiologiche e modelli compartimentali nell’ambito del dottorato in Matematica, Statistica e Informatica, Università di Firenze.

ALTRA ATTIVITA’ DIDATTICA
2004-2023 Residential Summer Course in Epidemiology, European Educational Programme in Epidemiology (EEPE), Florence. Module “Advanced statistical topics” (3th week, with Per
Kragh Andersen and Corrado Lagazio). Il corso non è stato effettuato nell’anno 2020.
2017 Corso pre-convegno AIE giovani 2017, “Revisioni Sistematiche, ricerca bibliografica e meta-analisi”, Roma, 5 giugno 2017.
2015-2016 Docenza nell’ambito dell’ARCO Lab Summer School “Methodologies for Impact Evaluation”, Firenze, 17-19 giugno 2015 e 12-15 settembre 2016.
2015 Docente nell’ambito del corso "Analysis of next-generation sequencing (NGS) data", organizzato dall’Istituto Scientifico Romagnolo per lo Studio e la cura dei Tumori, Bertinoro, 28 settembre - 2 ottobre 2015.
Docente nell’ambito del corso "Causal Inference in Epidemiology and applications to Environmental Health”, organizzato dal Dipartimento di epidemiologia della regione Lazio e dall’Associazione Italiana di Epidemiologia, Roma, 13-17 giugno 2015.
2014 Corso aziendale "Causal Inference in observational studies", Genomedics, Firenze, 25-26 giugno 2014 (in collaborazione con Fabrizia Mealli, Alessandra Mattei, Giulia Carreras).
2011 Docenza nell’ambito del corso di analisi dei dati EPIAIR (Progetto CCM EPIAIR 2), Pisa, 12-14 ottobre 2011.
2010 Docenza nell’ambito del corso "Medical statistics applied to clinical research: clinical trials and regression models", ISPO, Firenze, 19-26 novembre 2010.
Docenza nell’ambito del corso "Medical statistics applied to clinical research: quantitative methods for the Evidence-Based Medicine (EBM)", ISPO, Firenze, 1-8 ottobre 2010.
2009 Docenza nell’ambito del corso "Medical statistics applied to clinical research", ISPO, Firenze, 25 septtembre - 2 ottobre 2009.
2007 Docenza nell’ambito del corso "Functional Genomics: Principles of Statistics", organizzato nell’ambito del progetto Europeo NuGO, Firenze, 5-9 febbraio 2007.
1998-2002 Master biennale dell’Associazione Italiana di Epidemiologia, Modulo “Modelli di regressione in Epidemiologia”.

CARICHE IN SOCIETA’ SCIENTIFICHE
- Membro eletto della Segreteria dell’Associazione Italiana di Epidemiologia (2016-2018).

INCARICHI ISTITUZIONALI PER L’UNIVERSITA’ DI FIRENZE
Dal 2017 ad oggi Membro della Commissione di Ateneo per l’etica della ricerca, Università di Firenze (presidente)

COLLABORAZIONI, CONSULENZE, RICERCHE CONTO TERZI, ACCORDI DI RICERCA
2022 Ricerca conto terzi, Biodonostia Institute, San Sebastian, Spain. Titolo del progetto: “”. Coordinatrice.
2021 Collaborazione ex art.15. legge N. 241/90 (accordo di ricerca) tra Agenzia Regionale di Sanità della Toscana e Dipartimento di Statistica, Informatica, Applicazioni, Università di Firenze nell’ambito del progetto CCM: “Sistemi innovativi per l’identificazione precoce di focolai COVID19 in ambito scolastico”. Responsabile scientifico.
2020 Collaborazione ex art.15. legge N. 241/90 (accordo di ricerca) tra Agenzia Regionale di Sanità della Toscana e Dipartimento di Statistica, Informatica, Applicazioni, Università di Firenze. Titolo: “Epidemia da SARS-CoV-2 - strumenti di analisi in grado di modellare e prevedere le dinamiche del contagio e la loro ricaduta sul servizio sanitario". Responsabile scientifico.
2019 Ricerca conto terzi, Governo dei Paesi Baschi, Dipartimento di salute, Istituto di Salute Pubblica, Vitoria-Gasteiz, Spagna. Titolo del progetto: “Short term effects and impacts of air pollution in the Basque Country region at the municipality level”. Coordinatrice.
2018 Ricerca conto terzi, Governo dei Paesi Baschi, Dipartimento di Sanità, Istituto di Salute Pubblica, Vitoria-Gasteiz, Spagna. Titolo del progetto: “Estimation of the exposure-response function in studying the short term effect of air pollution on population health in the Basque Country”. Coordinatrice.
2017-2019 Ricerca conto terzi, Biodonostia Institute, San Sebastian, Spain. Titolo del progetto: “Estimation of the relationship between exposure to PM2.5/PM10 and health effects in general population in Gipuzkoa”. Coordinatrice.
2014 Attività di consulenza per WHO, Bonn, Germany. Oggetto del progetto: to estimate the health impact of temperature on mortality in terms of attributable mortality and morbidity (in years of life lost) for the population of the city of skopje.
2013 Attività di consulenza per WHO, Bonn, Germany. Titolo del progetto: "Quantifying health effects of a 2°C global warming in Europe - IMPACT2C Health lmpact Assessment of temperature on mortality".
2010 Attività di consulenza per WHO, Bonn, Germany, per la scrittura di un protocollo per la valutazione degli effetti acuti e cronici immediatamente successivi a un’ondata di calore.
2012 Consulente statistico nell'ambito dell'indagine preliminare a carico del presidente della Regione Lombardia e del sindaco di Milano per l'inquinamento atmosferico. Committente: Dott. Luigi Antonio Bisanti, Servizio di Epidemiologia, Azienda Sanitaria Locale di Milano.
2011 Ausiliario tecnico nel procedimento penale a carico dei dirigenti dell’ILVA di Taranto. Committente: Tribunale ordinario di Taranto.
2010 Ausiliario tecnico nel procedimento penale a carico del presidente della Regione Toscana e dei sindaci del comune di Firenze e dei comuni dell'area vasta fiorentina per l'inquinamento atmosferico da polveri sottili. Committente: Tribunale ordinario di Firenze.
2002-2007 Collaborazione con il Prof. DB Rubin, Harvard University, nell’ambito di una consulenza per il Center for Disease Control and Prevention, Atlanta US. Titolo del progetto: "Antrax Vaccine Absorbed: human reactogenicity and immunogenicity tria I to address change in route of administration and dose reduction". Coordinatore: Prof. DB Rubin, Harvard University.

ALTRI INCARICHI
Dal 2016 ad oggi Membro del Comitato etico regionale per la sperimentazione clinica, sezione Area Vasta Centro
2013-2014 Membro del Comitato etico per la sperimentazione clinica dell’USL8, Arezzo

Michela BACCINI

Pubblicazioni

Legenda

Contributo su rivista |

Articolo su libro |

Libro |

Contributo in atti di convegno (proceeding) |

Brevetto |

Curatela | Altro

Altro |

Tesi di Dottorato

Scalorbi, Federica; Garanzini, Enrico Matteo; Calareso, Giuseppina; Marzi, Chiara; Di Rocco, Gabriella; Argiroffi, Giovanni; Baccini, Michela; Pusceddu, Sara; Marchianò, Alfonso; Maccauro, Marco (2024). Cylindrical TGR as early radiological predictor of RLT progression in GEPNETs: a proof of concept. SCIENTIFIC REPORTS, vol. 14, pp. 0-0, ISSN:2045-2322 DOI

Alessio Lachi, Cecilia Viscardi, Giulia Cereda, Giulia Carreras, Michela Baccini (2024). A compartmental model for smoking dynamics in Italy: a pipeline for inference, validation, and forecasting under hypothetical scenarios. BMC MEDICAL RESEARCH METHODOLOGY, vol. 24, pp. 0-0, ISSN:1471-2288 DOI

Malevolti, Maria Chiara; Baccini, Michela; Caldarella, Adele; Garofalo, Giorgio; Gorini, Giuseppe; Levi, Miriam; Manneschi, Gianfranco; Masala, Giovanna; Monasta, Lorenzo; Profili, Fancesco; Carreras, Giulia (2024). Lung cancer and smoking: years lived with disability in Tuscany (Italy). An analysis from the ACAB study. BMC PUBLIC HEALTH, vol. 24, pp. 0-0, ISSN:1471-2458 DOI

Finocchi, Alice; Campagnini, Silvia; Mannini, Andrea; Doronzio, Stefano; Baccini, Marco; Hakiki, Bahia; Bardi, Donata; Grippo, Antonello; Macchi, Claudio; Navarro Solano, Jorge; Baccini, Michela; Cecchi, Francesca (2024). Multiple imputation integrated to machine learning: predicting post-stroke recovery of ambulation after intensive inpatient rehabilitation. SCIENTIFIC REPORTS, vol. 14, pp. 0-0, ISSN:2045-2322 DOI

Levi, Miriam; Cereda, Giulia; Cipriani, Francesco; Voller, Fabio; Baccini, Michela (2023). Case-Control Study on the Routes of Transmission of SARS-CoV-2 after the Third Pandemic Wave in Tuscany, Central Italy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 20, pp. 0-0, ISSN:1660-4601 DOI

Zammarchi, Lorenzo; Tomasoni, Lina Rachele; Liuzzi, Giuseppina; Simonazzi, Giuliana; Dionisi, Camilla; Mazzarelli, Laura Letizia; Seidenari, Anna; Maruotti, Giuseppe Maria; Ornaghi, Sara; Castelli, Francesco; Abbate, Isabella; Bordi, Licia; Mazzotta, Stefania; Fusco, Paolo; Torti, Carlo; Calò Carducci, Francesca Ippolita; Baccini, Michela; Modi, Giulia; Galli, Luisa; Lilleri, Daniele; Furione, Milena; Zavattoni, Maurizio; Ricciardi, Alessandra; Arossa, Alessia; Vimercati, Antonella; Lovatti, Sofia; Salomè, Serena; Raimondi, Francesco; Sarno, Laura; Sforza, Anita; Fichera, Anna; Caforio, Leonardo; Trotta, Michele; Lazzarotto, Tiziana (2023). Treatment with valacyclovir during pregnancy for prevention of congenital cytomegalovirus infection: a real-life multicenter Italian observational study. AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY, MATERNAL-FETAL MEDICINE, vol. 5, pp. 1-10, ISSN:2589-9333 DOI

alessio lachi; cecilia viscardi; michela baccini (2023). Approximate Bayesian Inference for Smoking Habit Dynamics in Tuscany. In: BAYSM 2022, Springer, vol. 435, pp. 0-0, ISBN:978-3-031-42413-7 DOI

Marra, Michele; Baccini, Michela; Cereda, Giulia; Culasso, Martina; De Sario, Manuela; Eboli, Ilenia; Lachi, Alessio; Mitrova, Zuzana; Saulle, Rosella; Bena, Antonella (2023). [School-based screening strategies to prevent the spread of COVID-19 in school: a systematic review of the literature]. EPIDEMIOLOGIA E PREVENZIONE, vol. 47, pp. 152-171, ISSN:1120-9763 DOI

Donos, Nikos; Calciolari, Elena; Ghuman, Mandeep; Baccini, Michela; Sousa, Vanessa; Nibali, Luigi (2023). The efficacy of bone reconstructive therapies in the management of peri-implantitis. A systematic review and meta-analysis. JOURNAL OF CLINICAL PERIODONTOLOGY, pp. 0-0, ISSN:0303-6979 DOI

Alessio Lachi, Cecilia Viscardi, Maria Chiara Malevolti, Giulia Carreras, Michela Baccini (2022). Compartmental models in epidemiology: Application on Smoking Habits in Tuscany. In: SIS2022 - 51st Scientific Meeting of the Italian Statistical Society, Pearson, pp. 1437-1442, ISBN:9788891932310

Paganini, Irene; Sani, Cristina; Chilleri, Chiara; Baccini, Michela; Antonelli, Alberto; Bisanzi, Simonetta; Burroni, Elena; Cellai, Filippo; Coppi, Marco; Mealli, Fabrizia; Pompeo, Giampaolo; Viti, Jessica; Rossolini, Gian Maria; Carozzi, Francesca M (2022). Assessment of the feasibility of pool testing for SARS-CoV-2 infection screening. INFECTIOUS DISEASES, vol. 54, pp. 478-487, ISSN:2374-4235 DOI

Riggi, Emilia; Baccini, Michela; Camussi, Elisa; Gallo, Federica; Anatrone, Caterina; Pezzana, Andrea; Senore, Carlo; Giordano, Livia; Segnan, Nereo (2022). Promoting healthy lifestyle habits among participants in cancer screening programs: Results of the randomized controlled Sti.Vi study. JOURNAL OF PUBLIC HEALTH RESEARCH, vol. 11, pp. 0-0, ISSN:2279-9028 DOI

Roberta Gagliardini, Michela Baccini, Sara Modica, Francesca Montagnani, Giacomo Zanelli, Alberto Borghetti, Emanuela Dreassi, Francesca Lombardi, Monica Pecorari, Vanni Borghi, Annapaola Callegaro, Valeria Micheli, Marco Annovazzi Lodi, Barbara Rossetti, Maurizio Zazzi (2022). Impact of resistance mutations on efficacy of dolutegravir plus rilpivirine or plus lamivudine as maintenance regimens: a cohort study. JOURNAL OF GLOBAL ANTIMICROBIAL RESISTANCE, vol. 28, pp. 274-281, ISSN:2213-7165 DOI

Girardi, Paolo; Barbiero, Fabiano; Baccini, Michela; Comba, Pietro; Pirastu, Roberta; Mastrangelo, Giuseppe; Ballarin, Maria Nicoletta; Biggeri, Annibale; Fedeli, Ugo (2022). Mortality for Lung Cancer among PVC Baggers Employed in the Vinyl Chloride Industry. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 19, pp. 0-0, ISSN:1660-4601 DOI

Cereda, Giulia ; Viscardi, Cecilia ; Baccini, Michela (2022). Combining and comparing regional SARS-CoV-2 epidemic dynamics in Italy: Bayesian meta-analysis of compartmental models and global sensitivity analysis. FRONTIERS IN PUBLIC HEALTH, vol. 10, pp. 0-0, ISSN:2296-2565 DOI Accesso ONLINE all'editore

Cirillo, Federico; Spadaro, Daria; Morenghi, Emanuela; Baccini, Michela; Busnelli, Andrea; Ronchetti, Camilla; Albani, Elena; Parini, Valentina; Patrizio, Pasquale; Levi-Setti, Paolo Emanuele (2022). Different actors for the same play: the impact of the embryologist performing the embryo transfer. REPRODUCTIVE BIOMEDICINE ONLINE, pp. 0-0, ISSN:1472-6491 DOI

Bertelli, Elena; Mercatelli, Laura; Marzi, Chiara; Pachetti, Eva; Baccini, Michela; Barucci, Andrea; Colantonio, Sara; Gherardini, Luca; Lattavo, Lorenzo; Pascali, Maria Antonietta; Agostini, Simone; Miele, Vittorio (2021). Machine and Deep Learning Prediction Of Prostate Cancer Aggressiveness Using Multiparametric MRI. FRONTIERS IN ONCOLOGY, vol. 11, pp. 0-0, ISSN:2234-943X DOI

Michela Baccini, Emilia Rocco, Irene Paganini, Alessandra Mattei, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Maria Carozzi (2021). Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples. PLOS ONE, pp. 0-0, ISSN:1932-6203 DOI Accesso ONLINE all'editore

Fornili, Marco; Petri, Davide; Berrocal, Carmen; Fiorentino, Giuseppe; Ricceri, Fulvio; Macciotta, Alessandra; Bruno, Andreina; Farinella, Domenica; Baccini, Michela; Severi, Gianluca; Baglietto, Laura (2021). Psychological distress in the academic population and its association with socio-demographic and lifestyle characteristics during COVID-19 pandemic lockdown: Results from a large multicenter Italian study. PLOS ONE, vol. 16, pp. 0-0, ISSN:1932-6203 DOI

Marra, Michele; Nannavecchia, Anna Maria; Broccoli, Serena; Brescianini, Sonia; Renzi, Matteo; Murtas, Rossella; Ancona, Carla; Bisceglia, Lucia; Marras, Antonello; Baccini, Michela; Bena, Antonella; Richiardi, Lorenzo (2021). [The impact of COVID-19 pandemic on children and adolescents. The contribution of epidemiology for a safe reopening of schools in Italy]. EPIDEMIOLOGIA E PREVENZIONE, vol. 45, pp. 239-244, ISSN:1120-9763 DOI

Scalorbi, F; Argiroffi, G; Baccini, M; Gherardini, L; Fuoco, V; Prinzi, N; Pusceddu, S; Garanzini, E M; Centonze, G; Kirienko, M; Seregni, E; Milione, M; Maccauro, M (2021). Application of FLIC model to predict adverse events onset in neuroendocrine tumors treated with PRRT. SCIENTIFIC REPORTS, vol. 11, pp. 0-0, ISSN:2045-2322 DOI

Michela Baccini, Giulia Cereda (2021). The second wave of SARS-CoV-2 epidemic in Italy through a SIRD model. In: SIS 2021, Pearson, pp. 1718-1723, ISBN:9788891927361

Baccini M.; Cereda G. (2021). Screening plans for SARS-CoV-2 based on sampling and rotation: An example in a European school setting. PLOS ONE, vol. 16, pp. 0-0, ISSN:1932-6203 DOI

Baccini M.; Cereda G.; Viscardi C. (2021). The first wave of the SARS-CoV-2 epidemic in Tuscany (Italy): A SI2R2D compartmental model with uncertainty evaluation. PLOS ONE, vol. 16, pp. 0-0, ISSN:1932-6203 DOI

Alderotti, Giammarco; Vignoli, Daniele; Baccini, Michela; Matysiak, Anna (2021). Instability of Employment Careers and Fertility in Europe: A Meta-Analysis. DEMOGRAPHY, vol. 58, pp. 871-900, ISSN:1533-7790 DOI Accesso ONLINE all'editore

Giulia Carreras, Guido Miccinesi, Andrew Wilcock, Nancy Preston, Daan Nieboer, Luc Deliens, Mogensm Groenvold, Urska Lunder, Agnes van der Heide, Michela Baccini (2021). Missing not at random in end of life care studies: multiple imputation and sensitivity analysis on data from the ACTION study. BMC MEDICAL RESEARCH METHODOLOGY, pp. 1-1, ISSN:1471-2288 DOI

Michela Baccini; Alessandra Mattei; Emilia Rocco; Giulia Vannucci; Fabrizia Mealli (2020). Evaluating a SARS-CoV-2 screening strategy based on serological tests. EPIDEMIOLOGIA E PREVENZIONE, vol. 44, pp. 193-199, ISSN:1120-9763 DOI

Baccini, Michela; Mattei, Alessandra; Rocco, Emilia; Vannucci, Giulia; Mealli, Fabrizia (2020). Evaluating COVID-19 screening strategies based on serological tests. DOI Accesso ONLINE all'editore

Cirillo F.; Patrizio P.; Baccini M.; Morenghi E.; Ronchetti C.; Cafaro L.; Zannoni E.; Baggiani A.; Levi-Setti P.E. (2020). The human factor: Does the operator performing the embryo transfer significantly impact the cycle outcome?. HUMAN REPRODUCTION, vol. 35, pp. 275-282, ISSN:0268-1161 DOI

Michela Baccini, Alessandra Mattei, Irene Paganini, Emilia Rocco, Cristina Sani, Giulia Vannucci, Simonetta Bisanzi, Elena Burroni, Marco Peluso, Armelle Munnia, Filippo Cellai, Giampaolo Pompeo, Laura Micio, Jessica Viti, Fabrizia Mealli, Francesca Carozzi (2020). Pool testing on random and natural clusters of individuals: optimisation of SARS-CoV-2 surveillance in the presence of low viral load samples.

Forastiere L.; Carugno M.; Baccini M. (2020). Assessing short-term impact of PM10 on mortality using a semiparametric generalized propensity score approach. ENVIRONMENTAL HEALTH, vol. 19, pp. 46-46, ISSN:1476-069X DOI

Giulia Cereda; Cecilia Viscardi; Anna Gottard; Fabrizia Mealli; Michela Baccini (2020). Analisi e previsioni dell’epidemia da SARS-CoV-2 in Toscana / Analysis and future scenarios of the SARS-CoV-2 epidemic in Tuscany Region (Central Italy). EPIDEMIOLOGIA E PREVENZIONE, vol. 44, pp. 120-127, ISSN:1120-9763 DOI

Mundula T.; Ricci F.; Barbetta B.; Baccini M.; Amedei A. (2019). Effect of probiotics on oral candidiasis: A systematic review and meta-analysis. NUTRIENTS, vol. 11, pp. 2449-2449, ISSN:2072-6643 DOI Accesso ONLINE all'editore

Tozzi V.; Lertxundi A.; Ibarluzea J.M.; Baccini M. (2019). Causal effects of prenatal exposure to PM2.5 on child development and the role of unobserved confounding. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 16, pp. 0-0, ISSN:1661-7827 DOI

Baccini M.; Ghirardi L.; Farinella D.; Biggeri A. (2019). Comparison of two statistical indicators in communicating epidemiological results to the population: A randomized study in a high environmental risk area of Italy. BMC PUBLIC HEALTH, vol. 19, pp. 733-733, ISSN:1471-2458 DOI Accesso ONLINE all'editore

Fedeli U.; Girardi P.; Gardiman G.; Zara D.; Scoizzato L.; Ballarin M.N.; Baccini M.; Pirastu R.; Comba P.; Mastrangelo G. (2019). Mortality from liver angiosarcoma, hepatocellular carcinoma, and cirrhosis among vinyl chloride workers. AMERICAN JOURNAL OF INDUSTRIAL MEDICINE, vol. 62, pp. 14-20, ISSN:0271-3586 DOI Accesso ONLINE all'editore

Citterio C.; Baccini M.; Orlandi E.; Di Nunzio C.; Cavanna L. (2018). Second-line chemotherapy for the treatment of metastatic pancreatic cancer after first-line gemcitabine-based chemotherapy: A network meta-analysis. ONCOTARGET, vol. 9, pp. 29801-29809, ISSN:1949-2553 DOI Accesso ONLINE all'editore

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia (2017). Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control. BIOSTATISTICS, vol. 18, pp. 605-617, ISSN:1465-4644 DOI Accesso ONLINE all'editore

Carugno, Michele*; Consonni, Dario; Bertazzi, Pier Alberto; Biggeri, Annibale; Baccini, Michela (2017). Temporal trends of PM10and its impact on mortality in Lombardy, Italy. ENVIRONMENTAL POLLUTION, vol. 227, pp. 280-286, ISSN:0269-7491 DOI Accesso ONLINE all'editore

Giannini, Simone; Baccini, Michela; Randi, Giorgia; Bonafè, Giovanni; Lauriola, Paolo; Ranzi, Andrea (2017). Estimating deaths attributable to airborne particles: sensitivity of the results to different exposure assessment approaches. ENVIRONMENTAL HEALTH, vol. 16, pp. 13-24, ISSN:1476-069X DOI Accesso ONLINE all'editore

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia; Bertazzi, Pier Alberto; Carugno Michele (2017). Assessing the short term impact of air pollution on mortality: a matching approach. ENVIRONMENTAL HEALTH, vol. 16:7, pp. 1-12, ISSN:1476-069X DOI

Farinella, Domenica; Terni, Gianna; Biggeri, Annibale; Baccini, Michela (2017). Communicating epidemiological results through alternative indicators: Cognitive interviewing to assess a questionnaire on risk perception in a high environmental risk area. COGENT SOCIAL SCIENCES, vol. 3, pp. 1319539-1319539, ISSN:2331-1886 DOI

Kendrovski, Vladimir*; Baccini, Michela; Martinez, Gerardo Sanchez; Wolf, Tanja; Paunovic, Elizabet; Menne, Bettina (2017). Quantifying projected heat mortality impacts under 21st-Centurywarming conditions for selected European countries. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH, vol. 14, pp. 729-729, ISSN:1661-7827 DOI Accesso ONLINE all'editore

Carugno, M.; Lagazio, C.; Baccini, M.; Consonni, D.; Bertazzi, P.A.; Biggeri, A. (2016). Fine airborne particles: when alarming levels are the standard. PUBLIC HEALTH, vol. 143, pp. 8-13, ISSN:0033-3506 DOI

Cairo, Francesco; Pagliaro, Umberto; Buti, Jacopo; Baccini, Michela; Graziani, Filippo; Tonelli, Paolo; Pagavino, Gabriella; Tonetti, Maurizio S. (2016). Root coverage procedures improve patient aesthetics. A systematic review and Bayesian network meta-analysis. JOURNAL OF CLINICAL PERIODONTOLOGY, vol. 43, pp. 965-975, ISSN:0303-6979 DOI Accesso ONLINE all'editore

Gnerucci, Alessio; Romano, Giovanni; Ratto, Fulvio; Centi, Sonia; Baccini, Michela; Santosuosso, Ugo; Pini, Roberto; Fusi, Franco (2016). Statistical detection of nanoparticles in cells by darkfield microscopy. PHYSICA MEDICA, vol. 32, pp. 938-943, ISSN:1120-1797 DOI Accesso ONLINE all'editore

Hunt, Alistair; Ferguson, Julia; Baccini, Michela; Watkiss, Paul; Kendrovski, Vladimir (2016). Climate and weather service provision: Economic appraisal of adaptation to health impacts. CLIMATE SERVICES, vol. 7, pp. 0-0, ISSN:2405-8807 DOI Accesso ONLINE all'editore

Martinez, Gerardo Sanchez; Baccini, Michela; De Ridder, Koen; Hooyberghs, Hans; Lefebvre, Wouter; Kendrovski, Vladimir; Scott, Kristen; Spasenovska, Margarita (2016). Projected heat-related mortality under climate change in the metropolitan area of Skopje. BMC PUBLIC HEALTH, vol. 16, pp. 407-407, ISSN:1471-2458 DOI Accesso ONLINE all'editore

Carugno, Michele; Consonni, Dario; Randi, Giorgia; Catelan, Dolores; Grisotto, Laura; Bertazzi, Pier Alberto; Biggeri, Annibale; Baccini, Michela (2016). Air pollution exposure, cause-specific deaths and hospitalizations in a highly polluted italian region. ENVIRONMENTAL RESEARCH, vol. 147, pp. 415-424, ISSN:0013-9351 DOI Accesso ONLINE all'editore

Barbato, Luigi; Kalemaj, Zamira; Buti, Jacopo; Baccini, Michela; La Marca, Michele; Duvina, Marco; Tonelli, Paolo (2016). Effect of Surgical Intervention for Removal of Mandibular Third Molar on Periodontal Healing of Adjacent Mandibular Second Molar: A Systematic Review and Bayesian Network Meta-Analysis. JOURNAL OF PERIODONTOLOGY, vol. 87, pp. 291-302, ISSN:0022-3492 DOI

Grisotto, Laura; Consonni, Dario; Cecconi, Lorenzo; Catelan, Dolores; Lagazio, Corrado; Bertazzi, Pier Alberto; Baccini, Michela; Biggeri, Annibale (2016). Geostatistical integration and uncertainty in pollutant concentration surface under preferential sampling. GEOSPATIAL HEALTH, vol. 11, pp. 56-61, ISSN:1827-1987 DOI Accesso ONLINE all'editore

Michela Baccini;Laura Grisotto;Dolores Catelan;Dario Consonni;Pier Alberto Bertazzi;Annibale Biggeri (2015). Commuting-Adjusted Short-Term Health Impact Assessment of Airborne Fine Particles with Uncertainty Quantification via Monte Carlo Simulation. ENVIRONMENTAL HEALTH PERSPECTIVES, vol. 123, pp. 27-33, ISSN:0091-6765 DOI Accesso ONLINE all'editore

Michela, Baccini; Alessandra, Mattei; Fabrizia, Mealli (2015). Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control.

Baccini, Michela; Mattei, Alessandra; Mealli, Fabrizia (2015). Short Term Impact of PM10 Exposure on Mortality: A Propensity Score Approach. In: CLADAG 2015, CUEC Editrice, Cagliari, pp. 52-53, ISBN:978-88-8467-749-9

Dal Molin, Alberto; Clerico, Mario; Baccini, Michela; Guerretta, Linda; Sartorello, Barbara; Rasero, Laura (2015). Normal saline versus heparin solution to lock totally implanted venous access devices: Results from a multicenter randomized trial. EUROPEAN JOURNAL OF ONCOLOGY NURSING, vol. 19, pp. 638-643, ISSN:1462-3889 DOI Accesso ONLINE all'editore

Lertxundi, Aitana; Baccini, Michela; Lertxundi, Nerea; Fano, Eduardo; Aranbarri, Aritz; Martínez, Maria Dolores; Ayerdi, Mikel; Álvarez, Jon; Santa-Marina, Loreto; Dorronsoro, Miren; Ibarluzea, Jesus (2015). Exposure to fine particle matter, nitrogen dioxide and benzene during pregnancy and cognitive and psychomotor developments in children at 15months of age. ENVIRONMENT INTERNATIONAL, vol. 80, pp. 33-40, ISSN:0160-4120 DOI Accesso ONLINE all'editore

Ghirardi, Laura; Bisoffi, Giulia; Mirandola, Rina; Ricci, Giorgio; Baccini, Michela (2015). The Impact of Heat on an Emergency Department in Italy: Attributable Visits among Children, Adults, and the Elderly during the Warm Season. PLOS ONE, vol. 10, pp. 0-13, ISSN:1932-6203 DOI

Allaman Allamani;Fabio Voller;Pasquale Pepe;Michela Baccini;Giulia Massini;Francesco Cipriani (2014). Italy Between Drinking Culture and Control Policies for Alcoholic Beverages. SUBSTANCE USE & MISUSE, pp. 1646-1664, ISSN:1082-6084 DOI

Fan Li;Michela Baccini;Fabrizia Mealli;Elizabeth R. Zell;Constantine E. Frangakis;Donald B. Rubin (2014). Multiple Imputation by Ordered Monotone Blocks With Application to the Anthrax Vaccine Research Program. JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, vol. 23, pp. 877-892, ISSN:1061-8600 DOI

Allaman Allamani;Pasquale Pepe;Michela Baccini;Giulia Massini;Fabio Voller (2014). Europe. An Analysis of Changes in the Consumption of Alcoholic Beverages: The Interaction Among Consumption, Related Harms, Contextual Factors and Alcoholic Beverage Control Policies. SUBSTANCE USE & MISUSE, pp. 1692-1715, ISSN:1082-6084 DOI

Michela Baccini;Giulia Carreras (2014). Analyzing and Comparing the Association Between Control Policy Measures and Alcohol Consumption in Europe. SUBSTANCE USE & MISUSE, vol. 49, pp. 1684-1691, ISSN:1082-6084 DOI

Farinella Domenica;Baccini Michela;Biggeri Annibale (2014). Approcci statistici ed epidemiologici alla comunicazione del rischio in aree ad alto rischio ambientale. CULTURE DELLA SOSTENIBILITÀ, vol. 13, pp. 278-289, ISSN:1972-5817 DOI

Michela Baccini;Giulia Carreras (2014). Analyzing the Effect of Selected Control Policy Measures and SocioDemographic Factors on Alcoholic Beverage Consumption in Europe within the AMPHORA Project: Statistical Methods. SUBSTANCE USE & MISUSE, vol. 49, pp. 1546-1554, ISSN:1082-6084 DOI

Silvia Matrai;Cristina Casajuana;Allaman Allamani;Michela Baccini;Pasquale Pepe;Giulia Massini;Antoni Gual (2014). The Relationships Between the Impact of Alcoholic Beverage Control Policies, Selected Contextual Determinants, and Alcohol Drinking in Spain. SUBSTANCE USE & MISUSE, pp. 1665-1683, ISSN:1082-6084 DOI

Francesca Zanardi;Renata Salvarani;Robin M.T. Cooke;Roberta Pirastu;Michela Baccini;David Christiani;Stefania Curti;Alessandro Risi;Anna Barbieri;Giuseppe Barbieri;Stefano Mattioli;Francesco Saverio Violante (2013). Carcinoma of the Pharynx and Tonsils in an Occupational Cohort of Asphalt Workers. EPIDEMIOLOGY, vol. 24, pp. 100-103, ISSN:1044-3983 DOI

Michela Baccini; Tom Kosatsky; Annibale Biggeri (2013). Impact of Summer Heat on Urban Population Mortality in Europe during the 1990s: An Evaluation of Years of Life Lost Adjusted for Harvesting. PLOS ONE, vol. 8, pp. 1-7, ISSN:1932-6203 Accesso ONLINE all'editore

Michela Baccini; Annibale Biggeri; gruppo collaborativo EpiAir2 (2013). Impatto abreve termine dell'inquinamento dell'aria nelle città coperta dalla sorveglianza epidemiologica EpiAir2. EPIDEMIOLOGIA E PREVENZIONE, pp. 252-262, ISSN:1120-9763

Liang W; Tonini G; Mulder P; Kelder T; van Erk M; van den Hoek AM; Mariman R; Wielinga PY; Baccini M; Kooistra T; Biggeri A; Kleemann R (2013). Coordinated and interactive expression of genes of lipid metabolism and inflammation in adipose tissue and liver during metabolic overload. PLOS ONE, vol. 8, pp. e75290-e75290, ISSN:1932-6203

Jacopo Buti;Michela Baccini;Michele Nieri;Michele La Marca;Giovan Paolo Pini-Prato (2012). Bayesian Network Meta-analysis of Root Coverage Procedures:RankingEfficacy and Identification ofBestTreatment. JOURNAL OF CLINICAL PERIODONTOLOGY, pp. 1-16, ISSN:0303-6979 DOI

C. Peretz ; A. Biggeri ; P. Alpert ; M. Baccini (2012). The Effect of Heat Stress on Daily Mortality in Tel Aviv, Israel.. In: H.J.S. Fernando et al. (eds.). National Security and Human Health Implications of Climate 241 Change, pp. 241-251, New York: Springer.

P. Colais, A. Faustini, M. Stafoggia, G. Berti, L. Bisanti, E. Cadum, A. Cernigliaro, S. Mallone, B. Pacelli, M. Serinelli, L. Simonato, M.A. Vigotti, F. Forastiere; EPIAIR Collaborative Group (L. Bisanti, G. Randi, M. Rognoni, L. Simonato, R. Tessari, G. Berti, E. Cadum, M. Chiusolo, C. Galassi, M. Grosa, C. Ivaldi, R. Pelosini, S. Poncino, N. Caranci, R. Miglio, G. Pace, B. Pacelli, P. Pandolfi, C. Scarnato, G. Zanini, G. Accetta, M. Baccini, A. Barchielli, A. Biggeri, E. Chellini, D. Grechi, S. Mallone, D. Nuvolone, S. Baldacci, M. Serinelli, G. Viegi, M.A. Vigotti, P. Colais, A. Faustini, F. Forastiere, C.A. Perucci, M. Stafoggia, R. Primerano, M. Serinelli, M.A. Vigotti, P. Dessì, A. Cernigliaro, S. Scondotto) (2012). Particulate air pollution and hospital admissions for cardiac diseases in potentially sensitive subgroups. EPIDEMIOLOGY, vol. 3, pp. 473-481, ISSN:1044-3983

Giulia Carreras; Michela Baccini; Gabriele Accetta; Annibale Biggeri (2012). Bayesian probabilistic sensitivity analysis of Markov models for natural history of a disease: an application for cervical cancer. ITALIAN JOURNAL OF PUBLIC HEALTH, vol. 9, pp. 3-12, ISSN:1723-7807

Allaman Allamani; Fabio Voller; Pasquale Pepe; Michela Baccini; Giulia Carreras; Esa Österberg; Thomas Karlsson; Mikaela Lindeman; Moira Plant; Ronald Knibbe; Mieke Derickx; Peter Anderson; Antoni Gual; Silvia Matrai; Zsuzsanna Elekes; Irmgard Eisenbach‐ Stangl; Juliette Guillemont; Sturla Nordlund; Øystein Skjælaaen; Börje Olsson; Filip Roumeliotis; Grażyna Świątkiewicz; Gerhard Gmel & Hervé Kuendig (2012). Chapter 5. Balance of power in alcohol policy. Balance across different groups and as a whole between societal changes and alcohol policy. In Alcohol Policy in Europe: Evidence from AMPHORA. Edited by Peter Anderson, Fleur Braddick, Jillian Reynolds and Antoni Gual. pp. 32-42

M. Baccini;A. Biggeri;P. Grillo;D. Consonni;P. A. Bertazzi (2011). Health Impact Assessment of Fine Particle Pollution at the Regional Level. AMERICAN JOURNAL OF EPIDEMIOLOGY, vol. 174, pp. 1396-1405, ISSN:0002-9262 DOI

M. Baccini; A. Biggeri; P. Grillo; D. Consonni; P.A. Bertazzi (2011). Health impact assessment of fine particles pollution at regional level. AMERICAN JOURNAL OF EPIDEMIOLOGY, vol. 12, pp. 1396-1405, ISSN:0002-9262

Biggeri A; Catelan D; Baccini M; Bertazzi PA; Grillo P (2011). Health Impact Assessment for the Lombardia Region (IT). In: ISEE 2010, Lippincott Williams & Wilkins, vol. 22, pp. S120-S121.

Baccini, M.; Kosatsky, T.; Analitis, A.; Anderson, H.R.; D'Ovidio, M.; Menne, B.; Michelozzi, P.; Biggeri, A (2011). Impact of heat on mortality in 15 European cities: attributabledeaths under different weather scenarios. JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH, vol. 1, pp. 64-70, ISSN:0143-005X

Dedman K; Matthies F; Ammann WJ; Baccini M; BicKler G et al. (2011). Climate change, extreme weather events and public health – Meeting report. Accesso ONLINE all'editore

J. Buti; A.M. Glenny; H.V. Worthington; M. Nieri; M. Baccini (2011). Network meta-analysis of randomised controlled trials: direct and indirect treatment comparisons. EUROPEAN JOURNAL OF ORAL IMPLANTOLOGY, vol. 4, pp. 55-62, ISSN:1756-2406

G. Tonini; M. Baccini; D. Cavalieri; E. Mini; P. Dolara; A. Biggeri (2010). Penalized survival analysis in genome expression experiments. BIOMEDICAL STATISTICS AND CLINICAL EPIDEMIOLOGY, vol. 1, pp. 35-46, ISSN:1972-5809

Baccini M.; Cook S.; Frangakis C.E.; LI F.; Mealli F.; Rubin D. B.; Zell E.R (2010). Multiple Imputation in the Anthrax Vaccine Research Program. CHANCE, vol. 1, pp. 16-23, ISSN:0933-2480

Marino C; de'Donato F; Michelozzi P; D'Ippoliti D; Katsouyanni K; Analitis A; Biggeri A; Baccini M; Accetta G; Perucci C; The PHEWE Collabrative Group (2009). Effects of Cold Weather on Hospital Admissions: Results from 12 European Cities Within the PHEWE Project. In: ISEE 2009, Lippincott Williams & Wilkins, vol. 20, pp. S67-S68.

Michelozzi, P ; Accetta, G; De Sario M; D'Ippoliti, D; Marino, C; Baccini, Michela; Biggeri, Annibale; Anderson, HR; Katsouyanni, K; Ballester, F; Bisanti, L; Cadum, E; Forsberg, B; Forastiere, F; Goodman, PG; Hojs, A; Kirchmayer, U; Medina, S; Paldy, A; Schindler, C; Sunyer, J; Perucci, CA (2009). High temperature and hospitalizations for cardiovascular and respiratory causes in 12 European cities. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, vol. 179, pp. 383-389, ISSN:1535-4970

Baccini M; Biggeri A (2009). Estimating Future Heat Related Mortality as a Function of Climate Change. In: ISEE 2009, Lippincott Williams & Wilkins, vol. 20, pp. S262-S262.

Michelozzi P; D'Ippoliti D; Marino C; de'Donato F; Katsouyanni K; Analitis A; Biggeri A; Baccini M; Perucci C A; Menne B (2009). Effect of High Temperature and Heat Waves in European Cities. In: ISEE 2009, Lippincott Williams & Wilkins, vol. 20, pp. S263-S264.

A. Biggeri; M. Baccini (2009). Le stime italiane degli effetti a breve termine dell’inquinamento atmosferico: metodi e risultati a confronto. EPIDEMIOLOGIA E PREVENZIONE, vol. 33, pp. 95-102, ISSN:1120-9763

S. Baldacci; S. Maio; G. Viegi; Gruppo Collaborativo EpiAir (F. Forastiere; L. Bisanti; G. Randi; M. Rognoni; L. Simonato; R. Tessari; G. Berti; E. Cadum; M. Chiusolo; M.M. Grosa; C. Ivaldi; R. Pelosini; S. Poncino; C. Galassi; B. Pacelli; P. Pandolfi; C. Scarnato; R. Miglio; N. Caranci; G. Pace; G. Zanini; D. Grechi; E. Chellini; S. Mallone; G. Accetta; A. Barchielli; D. Nuvolone; M. Baccini; A. Biggeri; S. Baldacci; G. Viegi; M. Vigotti; P. Colais; A. Faustini; F. Forastiere; C.A. Perucci; M. Stafoggia; M. Vigotti; S. Minerba; M. Serinelli; P.M. Dess; A. Cernigliaro; S. Scondotto (2009). Atmospheric pollution and human health in the literature and interpretation of environmental toxicological and epidemiologic studies. EPIDEMIOLOGIA E PREVENZIONE, vol. 6 Suppl 2, pp. 1-72, ISSN:1120-9763

F. Lattanzio; M. Di Bari; A. Sgadari; M. Baccini; S. Ercolani; F. Rengo; U. Senin; R. Bernabei; N. Marchionni; A. Cherubini (2009). Improving the diagnostic accuracy of depression in the elderly: the DAFNE cluster randomised trial. JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, vol. 57, pp. 588-593, ISSN:0002-8614

M. Baccini; G. Tonini; A. Biggeri (2008). NuGO PPS1 study 1: preliminary statistical analysis. GENES & NUTRITION, vol. 3, pp. 181-184, ISSN:1555-8932

M. Baccini; EM. Bachmaier; A. Biggeri; MV. Boekschoten; FG. Bouwman; L. Brennan; R. Caesar; S. Cinti; SL. Coort; K. Crosley; H. Daniel; CA. Drevon; S. Duthie; L. Eijssen; RM. Elliott; M. van Erk; C. Evelo; M. Gibney; C. Heim; GW. Horgan; IT. Johnson; T. Kelder; R. Kleemann; T. Kooistra; MP. van Iersel; EC. Mariman; C. Mayer; G. McLoughlin; M. Müller; F. Mulholland; B. van Ommen; AC. Polley; E. Pujos-Guillot; I. Rubio-Aliaga; HM. Roche; B. de Roos; M. Sailer; G. Tonini; LM. Williams; N. de Wit (2008). The NuGO proof of principle study package: a collaborative research effort of the European Nutrigenomics Organization. GENES & NUTRITION, vol. 3, pp. 147-151, ISSN:1555-8932

M. Baccini (2008). Multiple imputation for missing data: a brief introduction. EPIDEMIOLOGIA E PREVENZIONE, vol. 32, pp. 162-163, ISSN:1120-9763

A. Analitis; K. Katsouyanni; A. Biggeri; M. Baccini; B. Forsberg; L. Bisanti; U. Kirchmayer; F. Ballester; E. Cadum; PG. Goodman; A. Hojs; J. Sunyer; P. Tiittanen; P. Michelozzi (2008). Effects of cold weather on mortality: results from 15 European cities within the PHEWE project.. AMERICAN JOURNAL OF EPIDEMIOLOGY, vol. 168, pp. 1397-1408, ISSN:0002-9262

Grillo P; Baccini M; Bovis F; Catelan D; Pesatori AC; Bertazzi PAB; Biggeri A (2008). Health Impact of Air Pollution at Regional Level (Lombardy Region, Italy). In: ISEE2008, Lippincott Williams & Wilkins, pp. S308-S308.

Catalano P; Cupelli V; Luti L; De Virgilio F; Santini F; Borghi M; Biggeri A; Baccini M; Piacentini P; Masotti A (2008). Studio sullo stato di salute e sulla mortalità in una coorte di minatori delle Colline Metallifere - Rapporto di ricerca.

M. BACCINI; A. BIGGERI; G. ACCETTA; T. KOSATSKY; K. KATSOUYANNI; A. ANALITIS; HR. ANDERSON; L. BISANTI; J. DANOVA; D. D'IPPOLITI; B. FORSBERG; S. MEDINA; A. PALDY; D. RABCZENKO; C. SCHINDLER; P. MICHELOZZI (2008). Heat effects on mortality in 15 European cities.. EPIDEMIOLOGY, vol. 19, pp. 711-719, ISSN:1044-3983, Lippincott, Williams & Wilkins:530 Walnut Street:Philadelphia, PA 19106:(800)638-3030, (301)223-2300, EMAIL: orders@lww.com, INTERNET: http://www.lww.com, Fax: (301)223-2320, (301)223-2320:

Giulia Tonini; Michela Baccini; Annibale Biggeri (2008). Penalized survival analysis in genome expression experiments. In: NETTAB 2008, Varenna, 19-21 maggio 2008, pp. 146-148.

D. Cavalieri; P. Dolara; E. Mini; C. Luceri; C. Castagnini; S. Toti; K. Maciag; C. De Filippo; S. Nobili; M. Morganti; C. Napoli; G. Tonini; M. Baccini; A. Biggeri; F. Tonelli; R. Valanzano; C. Orlando; S. Gelmini; F. Cianchi; L. Messerini; L. Luzzatto (2007). Analysis of Gene Expression Profiles Reveals Novel Correlations With the Clinical Course of Colorectal Cancer. ONCOLOGY RESEARCH, vol. 16, pp. 535-548, ISSN:0965-0407, Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010:

Michela Baccini; Giulia Tonini; Annibale Biggeri (2007). Gene ranking in survival analysis assessment of prognostic value of genome expression experiments. In: Società Italiana di Biometria, Pisa, 20-22 giugno 2007, SIB, pp. 319-322.

MICHELOZZI P; KIRCHMAYER U; KATSOUYANNI K; BIGGERI A; MCGREGOR G; MENNE B; KASSOMENOS P; ANDERSON HR; M. BACCINI; ACCETTA G; ANALYTIS A; KOSATSKY T (2007). Assessment and prevention of acute health effects of weather conditions in Europe, the PHEWE project: background, objectives, design.. ENVIRONMENTAL HEALTH, vol. 24, pp. 6-12, ISSN:1476-069X

T. MARY-HUARD; J.J. DAUDIN; M. BACCINI; A. BIGGERI; A. BAR-HEN (2007). Biases induced by pooling samples in microarray experiments. BIOINFORMATICS, vol. 23, pp. 313-318, ISSN:1367-4803, Oxford University Press:Journals Department, Great Clarendon Street, Oxford OX2 6DP United Kingdom:011 44 1865 556767, EMAIL: jnlorders@oup.co.uk, INTERNET: http://www.oup.co.uk, Fax: 011 44 1865 267485:

Bracco L; Piccini C; Baccini M; Bessi V; Biancucci F; Nacmias B; Bagnoli S; Sorbi S. (2007). Pattern and progression of cognitive decline in Alzheimer's disease:role of premorbid intelligence and ApoE genotype. DEMENTIA AND GERIATRIC COGNITIVE DISORDERS, vol. 24, pp. 483-491, ISSN:1420-8008 DOI

M. BACCINI; A. BIGGERI; C. LAGAZIO; A. LERTXUNDI; M. SAEZ (2007). Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health. COMPUTATIONAL STATISTICS & DATA ANALYSIS, vol. 51, pp. 4324-4336, ISSN:0167-9473, Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598: DOI

P. BELLINI; M. BACCINI; A. BIGGERI; B. TERRACINI (2007). The meta-analysis of the Italian studies on short-term effects of air pollution (MISA): old and new issues on the interpretation of the statistical evidences. ENVIRONMETRICS, vol. 18 (3), pp. 219-230, ISSN:1180-4009, John Wiley & Sons Limited:1 Oldlands Way, Bognor Regis, P022 9SA United Kingdom:011 44 1243 779777, EMAIL: cs-journals@wiley.co.uk, INTERNET: http://www.wiley.co.uk, Fax: 011 44 1243 843232:

M. Baccini; A. Biggeri (2007). Metanalisi ed eterogeneita’ in epidemiologia ambientale. Rapporti ISTISAN 07/50. pp. 144-154

S. HAJAT; B. ARMSTRONG; M. BACCINI; A. BIGGERI; L. BISANTI; A. RUSSO; A. PALDY; B. MENNE; T. KOSATSKY (2006). Impact of high temperatures on mortality: is there an added heat wave effect?. EPIDEMIOLOGY, vol. 17(6), pp. 632-638, ISSN:1044-3983, Lippincott, Williams & Wilkins:530 Walnut Street:Philadelphia, PA 19106:(800)638-3030, (301)223-2300, EMAIL: orders@lww.com, INTERNET: http://www.lww.com, Fax: (301)223-2320, (301)223-2320:

Rognoni M; Russo A; Baccini M; Miglio R; Pandolfi P; De Lisio S; Stafoggia M; Forastiere F; Perucci C A; Demaria M; Caranci N; Cadum E; Bisanti L (2006). Heat-Related Mortality: a Case-Only Approach to Evaluate Effect Modification. In: ISEE/ISEA 2006, Lippincott Williams & Wilkins, vol. 17, pp. S162-S162.

Biggeri Annibale; Baccini Michela; Michelozzi Paola; Accetta Gabriele; Katsouyanni Klea; Analitis Antonis; Anderson Hugh Ross; Forsberg Bertil; Medina Sylvia; Paldy Anna (2006). Statistical Modeling of Short-Term Effects of Meteorologic Variables on Mortality. In: ISEE/ISEA 2006, Lippincott Williams & Wilkins, pp. S85-S85.

Kosatsky T; Baccini M; Biggeri A; Accetta G; Armstrong B; Menne B; Michelozzi P (2006). Years of Life Lost Due to Summertime Heat in 16 European Cities. In: ISEE/ISEA 2006, Lippincott Williams & Wilkins, vol. 17, pp. S85-S86.

Analitis A; Katsouyanni K; Baccini M; Kassomenos P; Kirchmayer U; Cadum E; Hojs A; Kriz B; Pekannen J; Woityniak B (2006). Effects of Cold Weather on Mortality: Results From 16 European Cities Within the PHEWE Project. In: ISEE/ISEA 2006, Lippincott Williams & Wilkins, vol. 17, pp. S85-S85.

M. BACCINI; A. BIGGERI; C. LAGAZIO; A. LERXTUNDI; J. SCHWARTZ (2006). Comparison of alternative modelling techniques in estimating short-term effect of air pollution with application to the italian meta-analysis data (MISA Study). EPIDEMIOLOGIA E PREVENZIONE, vol. 30, pp. 279-288, ISSN:1120-9763

GIANFALDONI G; MANNELLI F; M. BACCINI; ANTONIOLI E; LEONI F; BOSI A (2006). Clearance of leukaemic blasts from peripheral blood during standard induction treatment predicts the bone marrow response in acute myeloid leukaemia: a pilot study.. BRITISH JOURNAL OF HAEMATOLOGY, vol. 134, pp. 54-57, ISSN:0007-1048

BIGGERI A; M. BACCINI; BELLINI P; TERRACINI B (2005). Meta-analysis of the Italian studies of short term effect of air pollution (MISA), 1990-1999. INTERNATIONAL JOURNAL OF OCCUPATIONAL AND ENVIRONMENTAL HEALTH, vol. 11, pp. 107-122, ISSN:1077-3525

M. BACCINI; A. BIGGERI; G. ACCETTA; C. LAGAZIO; A. LERTXUNDI; J. SCHWARTZ (2004). Estimates of the Short Term Effects of Air Pollution in Italy Using Alternative Modelling Techniques. In: 19th International Workshop on Statistical Modelling, Firenze, 4-8 luglio 2004, vol. Statistical modelling : proceedings of the 19th International workshop on statistical modelling, Florence (Italy), 4-8 July, 2004, pp. 301-305.

M. SAEZ; M. BACCINI; A. BIGGERI; A. LERTXUNDI (2004). Parametric and Semi-parametric Approaches in the Analysis of Short-term Effects of Air Pollution on Health. In: 19th International workshop on statistical modelling, Firenze, 4-8 luglio 2004, vol. Statistical modelling : proceedings of the 19th International workshop on statistical modelling, Florence (Italy), 4-8 July, 2004, pp. 58-62.

A. Biggeri; P. Bellini; B. Terracini; M. Baccini; E. Cadum; M. Chiogna; C. Galassi; R. Miglio; G. Rossi (2004). Meta-analisi degli studi italiani sugli effetti acuti dell’ inquinamento atmosferico MISA 1996-2002. EPIDEMIOLOGIA E PREVENZIONE, vol. 4-5, pp. 1-100, ISSN:1120-9763

F. Galassi; A. Sodi; F. Ucci; G. Renieri; B. Pieri; M. Baccini (2003). Ocular Hemodynamics and Glaucoma Prognosis: A Color Doppler Imaging Study. ARCHIVES OF OPHTHALMOLOGY, vol. 121, pp. 1711-1715, ISSN:0003-9950

A. BIGGERI; M. BACCINI; G. ACCETTA; A. BELLINI; D. GRECHI; GRUPPO MISA (2003). Valutazione di qualità delle misure di concentrazione degli inquinanti atmosferici nello studio dell'effetto a breve termine dell'inquinamento sulla salute.. EPIDEMIOLOGIA E PREVENZIONE, vol. 27, pp. 365-375, ISSN:1120-9763

PIRASTU R.; BACCINI M.; A. BIGGERI; COMBA P. (2003). Studio epidemiologico dei lavoratori esposti a cloruro di vinile nello stabilimento di Porto Marghera: aggiornamento della mortalità. EPIDEMIOLOGIA E PREVENZIONE, vol. 27(3), pp. 161-172, ISSN:1120-9763

Michela Baccini; Annibale Biggeri (2003). Bayesian meta-analysis of short term effects of air pollution on health. In: Modelli complessi e metodi computazionali intensivi per la stima e la previsione - SCO 2003 2003, Treviso, 4-6 settembre 2003, pp. 39-44.

A. Biggeri; M. Baccini; G. Accetta; C. Lagazio; J. Schwartz (2003). Estimates of short term effects of air pollution in Italy using alternative modelling techniques. Accesso ONLINE all'editore

M. Baccini; L. Lusa; M. Farella; A. Michelotti (2002). Analysis of repeated measurements with generalized estimating equations and model checking: an electromyographic study of the human jaw muscles. In: D. Gregori, G. Carmeci, H. Friedl, A. Ferligoj, A. Wedlin (a cura di). Correlated Data Modeling, pp. 0-0, Milano: Franco Angeli.

A. BIGGERI; M. BACCINI; G. ACCETTA; C. LAGAZIO; GRUPPO MISA (2002). Stime degli effetti a breve termine degli inquinanti atmosferici in Italia. EPIDEMIOLOGIA E PREVENZIONE, vol. 26(4), pp. 203-205, ISSN:1120-9763

M. Baccini; F. Billari; F. Mealli; C. Rampichini; A. Rosina; M. S. Salvini (2002). I modelli di durata negli studi di popolazione. Accesso ONLINE all'editore

FARELLA M; VAN E.T; MICHELOTTI A; M. BACCINI (2002). TASK RELATED ELECTROMYOGRAPHIC SPECTRAL CHANGES IN THE HUMAN MASSETER AND TEMPORAL MUSCLES. EUROPEAN JOURNAL OF ORAL SCIENCES, vol. 110, pp. 8-12, ISSN:0909-8836, Blackwell Munksgaard:PO Box 2148, Periodicals Department, DK-1016 Copenhagen K Denmark:011 45 33 755913, EMAIL: agentservices@oxon.blackwellpublishing.com, INTERNET: http://www.blackwellmunksgaard.com, Fax: 011 45 77 333377:

A. Biggeri; M. Baccini; M. Chiogna; R. Miglio; E. Cadum; L. Bisanti; A. Bellini; M. Bigotti; G. Rossi; E. Chellini; M. Martuzzi; F. Forestiere; P. Michelozzi; G. Lovison; V. Fano; V. Muggeo (2001). Inquinamento atmosferico ed effetti a breve termine sulla salute: una meta-analisi italiana. In: Convegno Nazionale Arie di Città. La qualità dell'aria in ambiente urbano, Bologna, novembre 2000, ARPA, Bologna, pp. 127-130.

M. Baccini; F. Mealli (2001). Metodi diagnostici basati sui residui nei modelli per dati di durata.. Firenze: - Firenze University Press

Michela Baccini (2001). L'effetto a breve termine dell'inquinamento sulla salute: una meta-analisi italiana.

ATKINSON RW; ANDERSON HR; SUNYER J; M. BACCINI; VONK JM; BOUMGHAR A; FORASTIERE F; FORSBERG B; TOULOUMI G; SCHWARTZ J; KATSOUYANNI K (2001). Acute effects of particulate air pollution on respiratory admissions: results from APHEA 2 project. Air Pollution and Health: a European Approach.. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, vol. 164, pp. 1860-1866, ISSN:1073-449X, American Lung Association:61 Broadway:New York, NY 10006:(212)315-8625, INTERNET: http://www.thoracic.org, Fax: (212)315-8613:

M. Baccini; A. Biggeri; C. Lagazio; J. Sunyer (2001). Modelling Daily Mortality Series by Non-Parametric Function of Time.

Vigotti, Mariangela; Biggeri, Annibale; Dreassi, Emanuela; Baccini, Michela; Marchi, Marco; Cislaghi, Cesare; Bianchi, Fabrizio (1999). Atlas of mortality in Tuscany 1971-1994. In: XV International Scientific Meeting of the International Epidemiological Association (IEA), Firenze, Settembre 1999, ignoto, pp. 200-200.

Michela BACCINI

Curriculum

Born in Montevarchi (Italy), 17 july 1970. Two daughters born in 1994 and 2001.

EDUCATION 1997 - Graduated in Statistics, University of Florence, Italy.

2002 - PhD in Applied Statistics, University of Florence, Italy.

EMPLOYMENT HISTORY 2002 to 2004 - Postdoctoral Fellow, Department of Statistics, University of Florence, Italy.

2005 to 2014 - Assistant Professor in Medical Statistics (Ricercatore in Statistica Medica MED 01), Department of Statistics, Informatics and Applications, University of Florence,Italy.

2005 to march 2016– Senior Statistician, Biostatistics Unit, ISPO Cancer Prevention and Research Institute, Florence, Italy

2014 to present - Associate Professor in Medical Statistics (Professore Associato in Statistica Medica MED 01), Department of Statistics, Informatics and Applications, University of Florence, Italy.

AWARDS - Kenneth Rothman Epidemiology Prize 2009 - Best Environmental Epidemiology Paper Prize 2008

MAIN NATIONAL AND INTERNATIONAL PROJECTS

Istituto ToscanoTumori (ITT) 2007: Epidemiological and statistical approaches to risk communication in areas at high environmental hazard (as principal investigator).

EU project, FP4: Air pollution and health: a European approach (APHEA2).

EU project, FP5: Assessment and prevention of acute health effects of weather conditions

in Europe (PHEWE).

EU project, FP6 - Network of excellence - The European Nutrigenomics Organisation: linking genomics, nutrition and health research (NUGO).

EU project, FP7: Alcohol measures fo public health research alliance (AMPHORA).

PRIN 2007 –Assessment of health impact of air pollution at the regional level.

CCM 2009 – Epidemiological surveillance of air pollution (EPIAR2).

MAIN INTERNATIONAL COLLABORATIONS Center for Disease Control and Prevention, Atlanta US (2002-2007). World Health Organization, Bonn, Germany (2013 to present).

BIODONOSTIA Health Research Institute, San Sebastian, Basque Country, Spain (2013 to present).

TEACHING ACTIVITIES

- Undergraduated and postgraduated courses in Biostatistics, Medical Statistics and Statistics (University of Florence, University of Bologna, University of Turin).

- ARCO Lab Summer School “Methodologies for Impact Evaluation”, Florence, september 2016.

- Residential Summer Course in Epidemiology (EEPE - European Educational Programme in Epidemiology), Florence (from 2004 to present).

- "Analysis of next-generation sequencing (NGS) data" (Istituto Scientifico Romagnolo per lo Studio e la cura dei Tumori), Bertinoro, 28 september - 2 october 2015.

- "Causal Inference in Epidemiology and applications to Environmental Health” (Dipartimento di epidemiologia della regione Lazio, Associazione Italiana di Epidemiologia), Rome, 13-17 july 2015.

- ARCO Lab Summer School “Methodologies for Impact Evaluation”, Florence, 17-19 june 2015.

- "Causal Inference in oservational studies", Genomedics, Florence, 25-26 june 2014.

- Corso di analisi dei dati EPIAIR (Progetto CCM EPIAIR 2), Pisa, 12-14 october 2011.

- "Medical statistics applied to clinical research: clinical trials and regression models", ISPO, Florence, 19-26 November 2010.

- "Medical statistics applied to clinical research: quantitative methods for the Evidence-Based Medicine (EBM)", ISPO, Florence, 1-8 october 2010.

- "Medical statistics applied to clinical research", ISPO, Florence, 25 september - 2 october 2009.

- "Functional Genomics: Principles of Statistics" (NuGO, the European Nutrigenomics Organization), Florence, 5-9 february 2007.

SUPERVISION OF PhD/MASTER STUDENTS

- S. Giannini (2015, Master in Epidemiologia, University of Turin), “Short-term effects of different fractions of particles on health in rural area of the Emilia-Romagna region”.

- L. Ghirardi (2015, Master in Epidemiologia, University of Turin), “Detecting differences in perception of environmental risk for human health in Livorno – Collesalvetti area (Tuscany, Italy) ”.

- Z. Kalemai (2015, Master in Epidemiologia, University of Turin), “Periodontal healing of second molars following the extraction of mandibular wisdom teeth. A Bayesian network meta-analysis for the identification of the best surgical technique”.

- J. Buti (PhD in Applied Statistics, University of Florence), “Network Meta-analysis and Inconsistency. Application to surgical treatments of gingival recession”.

- G. Carreras (PhD in Applied Statistics, University of Florence), “Bayesian Decisional Models for Cervical Cancer Screening and Vaccination Policies Evaluation”.

- P. Collarile (2013, Master in Epidemiologia, University of Turin), “Road traffic accidents in Friuli Venezia Giulia: are the DALYs lost greater than those attributable to cancer? Which factors are associated with the risk of injury?”.

- C. Maurella (2013, Master in Epidemiologia, University of Turin), “Can network meta-analysis help in explaining the risks for scrapie?”.

- F. Zanardi (2009, Master in Epidemiologia, University of Turin), “I determinanti della sindrome del tunnel carpale: una meta-analisi degli studi caso-controllo”.

- M. Rognoni (2006, Master in Epidemiologia, University of Turin), “Effetti delle alte temperature sulla mortalità. Modificazione d’effetto della comorbidità: disegno case-only”.

INVITED TALKS AND PRESENTATIONS 2015 “Managing different sources of uncertainty in long-term impact of heat on population health: the case of the city of Skopje”. Joint meeting of the International Biometric Society (IBS) Austro-Swiss and Italian Regions. Milan, Italy.

2014 “Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control”. XXVII International Biometric Conference (IBC). Florence, Italy.

2011 “Bayesian non-parametric approach to meta-analysis in environmental epidemiology: application to a multi-city temperature-mortality study”. Methods for investigating associations of weather and climate with health, ISEE Congress. Barcellona, Spain.

2009 "Effect of heat in 15 European cities". Department of Epidemiology, Faculty of Medicine, Tel Aviv University. Tel Aviv, Israel.

2009 “Bayesian non-parametric approach to meta-analysis in environmental epidemiology". SCO 2009. Milano, Italy.

2008 "Meta-analysis in environmental epidemiology". Institute for Biostatistics and Medical Informatics, Faculty of Medicine, University of Ljubljana. Ljubljana, Slovenia.

2007 “Health impact of air pollution at regional administrative level”. SIS Congress. Venice, Italy.

2003 "Short term effects of air pollution on human health". Research Group on Statistics, Econometrics and Health (GRECS), University of Girona. Girona, Spain.

2003 “Bayesian Meta-Analysis of Short Term Effects of Air Pollution on Health”. SCO 2003. Treviso, Italy.

INTERNATIONAL WORKING GROUPS

2010 WHO Meeting. "Climate Change, Extreme Weather Events and Public Health". Bonn, Germany.

2005 WHO Meeting. “Improving Public Health Responses to Extreme Weather/Heat-waves –EuroHEAT. Rome, Italy.

SCIENTIFIC SOCIETIES International Biometric Society (IBS)

Associazione Italiana di Epidemiologia (AIE) RESEARCH INTERESTS

Statistical methods for environmental epidemiology (short term effects of air pollution and climate change), health impact assessment, Monte Carlo methods for the analysis of variability sources, multiple imputation of missing data, Bayesian meta-analysis, network meta-analysis, causal inference.

PUBLICATIONS

Baccini M, Mattei A, Mealli F. (2017) Bayesian inference for causal mechanisms with application to a randomized study for postoperative pain control. Biostatistics. 2017 18:605–617. doi: 10.1093/biostatistics/kxx010. Farinella D, Terni G, Biggeri A, Baccini M (2017). Communicating epidemiological results through alternative indicators: Cognitive interviewing to assess a questionnaire on risk perception in a high environmental risk area. Cogent Social Sciences. 2017 3:1319539. https://doi.org/10.1080/23311886.2017.1319539.Kendrovski V, Baccini M, Martinez GS, Wolf T, Paunovic E, Menne B (2017). Quantifying Projected Heat Mortality Impacts under 21st-Century Warming Conditions for Selected European Countries. Int J Environ Res Public Health. 2017 Jul 5;14(7). pii: E729. doi: 10.3390/ijerph14070729.Carugno M, Consonni D, Bertazzi PA, Biggeri A, Baccini M (2017). Temporal trends of PM10 and its impact on mortality in Lombardy, Italy. Environ Pollut. 2017 227:280-286. doi: 10.1016/j.envpol.2017.04.077. Epub 2017 May 3.Baccini M, Mattei A, Mealli F, Bertazzi PA, Carugno M (2017). Assessing the short term impact of air pollution on mortality: a matching approach. Environmental Health 2017 16:7. doi: 10.1186/s12940-017-0215-7.Giannini S, Baccini M, Randi G, Bonafè G, Lauriola P, Ranzi A (2017). Estimating deaths attributable to airborne particles: sensitivity of the results to diffrent exposure assessment approaches. Environmental Health 2017 16:13. doi: 10.1186/s12940-017-0213-9.

Hunt H, Ferguson J, Baccini M, Watkiss P, Kendrovski V (2017).Climate and weather service provision: Economic appraisal of adaptation to health impacts. Climate Services. 2017 7:78-86. http://dx.doi.org/10.1016/j.cliser.2016.10.004

Carugno M, Lagazio C, Baccini M, Consonni D, Bertazzi A, Biggeri A. (2016). Fine airborne particles: when alarming levels are the standard. Public Health 2017 143:8–13. http://dx.doi.org/10.1016/j.puhe.2016.10.024.

Cairo F, Pagliaro U, Buti J, Baccini M, Graziani F, Tonelli P, Pagavino G, Tonetti MS. (2016). Root coverage procedures improve patient aesthetics. A systematic review and Bayesian network meta-analysis. J Clin Periodontol. 2016 43:965-975. doi: 10.1111/jcpe.12603.

Gnerucci A, Romano G, Ratto F, Centi S, Baccini M, Santosuosso U, Pini R, Fusi F. (2016). Statistical detection of nanoparticles in cells by darkfield microscopy. Phys Med. 2016 32:938-43. doi: 10.1016/j.ejmp.2016.06.007.

Grisotto L, Consonni D, Cecconi L, Catelan D, Lagazio C, Bertazzi PA, Baccini M, Biggeri A. (2016). Geostististical integration and uncertainty in pollutanti concentration surface under preferential sampling. Geospat Health. 2016 Apr 18;11(1):426. doi: 10.4081/gh.2016.426.

Martinez GS, Baccini M, De Ridder K, Hooyberghs H, Lefebvre W, Kendrovski V, Scott K, Spasenovska M. (2016). Projected heat-related mortality under climate change in the metropolitan area of Skopje. BMC Public Health. 2016 May 16;16:407. doi: 10.1186/s12889-016-3077-y.

Carugno M, Consonni D, Randi G, Catelan D, Grisotto L, Bertazzi PA, Biggeri A, Baccini M (2016). Air pollution exposure, cause-specific deaths and hospitalizations in a highly polluted region. Environ Res. 2016 Mar 9;147:415-424. doi: 10.1016/j.envres.2016.03.003.

Barbato L, Kalemaj Z, Buti J, Baccini M, La Marca M, Duvina M, Tonelli P (2016). Effect of Surgical Intervention for Removal of Mandibular Third Molar on Periodontal Healing of Adjacent Mandibular Second Molar: A Systematic Review and Bayesian Network Meta-Analysis. J Periodontol. 2016 Mar;87(3):291-302. doi: 10.1902/jop.2015.150363. Epub 2015 Nov 26.

Ghirardi L, Bisoffi G, Mirandola R, Ricci G, Baccini M (2015). The Impact of Heat on an Emergency Department in Italy: Attributable Visits among Children, Adults, and the Elderly during the Warm Season. PLoS One. 2015 Oct 29;10(10):e0141054. doi: 10.1371/journal.pone.0141054. eCollection 2015.

Dal Molin A, Clerico M, Baccini M, Guerretta L, Sartorello B, Rasero L (2015). Normal saline versus heparin solution to lock totally implanted venous access devices: Results from a multicenter randomized trial. Eur J Oncol Nurs. 2015 Dec;19(6):638-43. doi: 10.1016/j.ejon.2015.04.001. Epub 2015 Apr 29.

Lertxundi A, Baccini M, Lertxundi N, Fano E, Aranbarri A, Martínez MD, Ayerdi M, Álvarez J, Santa-Marina L, Dorronsoro M, Ibarluzea J (2015). Exposure to fine particle matter, nitrogen dioxide and benzene during pregnancy and cognitive and psychomotor developments in children at 15 months of age. Environ Int. 2015 Jul;80:33-40. doi: 10.1016/j.envint.2015.03.007. Epub 2015 Apr 11.

Baccini M, Grisotto L, Catelan D, Consonni D, Bertazzi PA, Biggeri A (2015). Commuting-adjusted short-term health impact assessment of airborne fine particles with uncertainty quantification via Monte Carlo simulation. Environ Health Perspect. 2015 Jan;123(1):27-33. doi: 10.1289/ehp.1408218. Epub 2014 Oct 17.

Baccini M, Carreras G (2014). Analyzing the Effect of Selected Control Policy Measures and Socio Demographic Factors on Alcoholic Beverage Consumption in Europe within the AMPHORA Project: Statistical Methods. Subst Use Misuse. Posted online on May 20, 2014. doi:10.3109/10826084.2014.913388.

Baccini M, Carreras G (2014). Analyzing and Comparing the Association Between Control Policy Measures and Alcohol Consumption in Europe. Subst Use Misuse. Posted online on May 15, 2014. doi:10.3109/10826084.2014.914373.

Allamani A, Voller F, Pepe P, Baccini M, Massini G, Cipriani F (2014). Italy between drinking culture and control policies for alcoholic beverages. Subst Use Misuse. 2014 Oct;49(12):1646-64. doi:10.3109/10826084.2014.913386. Epub 2014 Aug 14.

Allamani A, Pepe P, Baccini M, Massini G, Voller F (2014). Europe. An analysis of changes in the consumption of alcoholic beverages: the interaction among consumption, related harms, contextual factors and alcoholic beverage control policies. Subst Use Misuse. 2014 Oct;49(12):1692-715. doi: 10.3109/10826084.2014.925314. Epub 2014 Jul 8.

Matrai S, Casajuana C, Allamani A, Baccini M, Pepe P, Massini G, Gual A (2014). The Relationships Between the Impact of Alcoholic Beverage Control Policies, Selected Contextual Determinants, and Alcohol Drinking in Spain. Subst Use Misuse. Posted online on May 28, 2014. doi:10.3109/10826084.2014.913398.

Farinella D, Baccini M, Biggeri A (2014). Approcci statistici ed epidemiologici alla comunicazione del rischio in aree ad alto rischio ambientale. Culture della sostenibilità, 13:276-287. Italian.

Baccini M, Biggeri A; Gruppo collaborativo EpiAir2 (2013). Short-term impact of air pollution among Italian cities covered by the EpiAir2 project. Epidemiol Prev, 37(4-5):252-62. Italian.

Fan L, Baccini M, Mealli F, Zell ER, Frangakis CE, Rubin DB (2013). Multiple Imputation by Ordered Monotone Blocks with Application to the Anthrax Vaccine Research Program. Journal of Computational and Graphical Statistics. doi: 10.1080/10618600.2013.826583. Published online: 01 Aug 2013.

Liang W, Tonini G, Mulder P, Kelder T, van Erk M, van den Hoek AM, Mariman R, Wielinga PY, Baccini M, Kooistra T, Biggeri A, Kleemann R (2013). Coordinated and interactive expression of genes of lipid metabolism and inflammation in adipose tissue and liver during metabolic overload. PLoS One, 8(9):e75290. doi: 10.1371/journal.pone.0075290.

Baccini M, Kosatsky T, Biggeri A (2013). Impact of summer heat on urban population mortality in Europe during the 1990s: an evaluation of years of life lost adjusted for harvesting. PLoS One, 8(7):e69638. doi: 10.1371/journal.pone.0069638.

Buti J, Baccini M, Nieri M, La Marca M, Pini-Prato GP (2013). Bayesian network meta-analysis of root coverage procedures: ranking efficacy and identification of best treatment. J Clin Periodontol, 40, 372-86. doi: 10.1111/jcpe.12028.

Zanardi F, Salvarani R, Cooke RM, Pirastu R, Baccini M, Christiani D, Curti S, Risi A, Barbieri A, Barbieri G, Mattioli S, Violante FS (2013). Carcinoma of the pharynx and tonsils in an occupational cohort of asphalt workers. Epidemiology, 24, 100-3. doi: 10.1097/EDE.0b013e318276cc95.

Allamani A, Voller F, Pepe P, Baccini M, Carreras G, Massini G, Maurelli G, Buscema M, Anderson P, Österberg E, Karlsson T, Lindeman M, Eisenbach-Stangl I, Elekes Z, Guillemont J, Kreft-Jais C, Cogordan C, Gual A, Matrai S, Knibbe R, Derickx M, Nordlund S, Skjælaaen Ø, Olsson B, Roumeliotis F, Plant M, Coghill N, ?wi?tkiewicz G, Gmel G, Kuendig H (2013). Chapter 5. Balance of power in alcohol policy. Balance across different groups and as a whole between societal changes and alcohol policy. In: Anderson P, Braddick F, Reynolds J & Gual A (eds) Alcohol Policy in Europe: Evidence from AMPHORA. 2nd ed. The AMPHORA project. ISBN:978-84-695-7411-9. http://www.amphoraproject.net/w2box/data/e-book/AM_E-BOOK_2nd%20edition%20-%20final%20Sept%202013_c.pdf

Carreras G, Baccini M, Accetta G, Biggeri A (2012). Bayesian probabilistic sensitivity analysis of Markov models for natural history of a disease: an application for cervical cancer. Italian Journal of Public Health, 9, 3-12. ISSN: 1723-7807.

Baccini M, Biggeri A, Grillo P, Consonni D, Bertazzi PA (2011). Health impact assessment of fine particle pollution at the regional level. Am J Epidemiol, 174, 1396-405. doi: 10.1093/aje/kwr256.

Baccini M, Kosatsky T, Analitis A, Anderson HR, D'Ovidio M, Menne B, Michelozzi P, Biggeri A; the PHEWE Collaborative Group (2011). Impact of heat on mortality in 15 European cities: attributable deaths under different weather scenarios. J Epidemiol Community Healt, 65, 64-70.

Buti J, Glenny AM, Worthington HV, Nieri M, Baccini M (2011). Network meta-analysis of randomised controlled trials: direct and indirect treatment comparisons. Eur J Oral Implantol, 4,55-62.

Baccini M, Cook S, Frangakis C, Li F, Mealli F, Rubin DB, Zell ER (2010). Multiple Imputation in the Anthrax Vaccine Research Program. Chance, 2:16-23.

Tonini G, Baccini M, Cavalieri D, Mini E, Dolara P, Biggeri A (2010). Using regularization patterns from penalized regression in microarray experiments. Medical Statistics and Clinical Epidemiology, 4, 35-46.

Biggeri A, Baccini M; Gruppo collaborativo EpiAir (2009). Short-term effects of air pollution in Italy: risk heterogeneity from 1996 to 2005. Epidemiol Prev, 33, 95-102. Italian.

Lattanzio F, Di Bari M, Sgadari A, Baccini M, Ercolani S, Rengo F, Senin U, Bernabei R, Marchionni N, Cherubini A; Depression in the Aged Female National Evaluation Study Group (2009). Improving the diagnostic accuracy of depression in older persons: the Depression in the Aged Female National Evaluation cluster randomized trial. J Am Geriatr Soc, 57, 588-593.

Michelozzi P, Accetta G, De Sario M, D'Ippoliti D, Marino C, Baccini M, Biggeri A, Anderson HR, Katsouyanni K, Ballester F, Bisanti L, Cadum E, Forsberg B, Forastiere F, Goodman PG, Hojs A, Kirchmayer U, Medina S, Paldy A, Schindler C, Sunyer J, Perucci CA; PHEWE Collaborative Group (2009). High temperature and hospitalizations for cardiovascular and respiratory causes in 12 European cities. Am J Respir Crit Care Med, 179, 383-389.

Analitis A, Katsouyanni K, Biggeri A, Baccini M, Forsberg B, Bisanti L, Kirchmayer U, Ballester F, Cadum E, Goodman PG, Hojs A, Sunyer J, Tiittanen P, Michelozzi P (2008). Effects of cold weather on mortality: results from 15 European cities within the PHEWE project. Am J Epidemiol, 168:1397-408.

Baccini M, Biggeri A, Accetta G, Kosatsky T, Katsouyanni K, Analitis A, Anderson HR, Bisanti L, D'Ippoliti D, Danova J, Forsberg B, Medina S, Paldy A, Rabczenko D, Schindler C, Michelozzi P (2008). Heat effects on mortality in 15 European cities. Epidemiology, 19, 711-719.

Baccini M, Tonini G, Biggeri A (2008). NuGO PPS1 mouse study 1: preliminary statistical analysis. Genes Nutr, 3, 181–184.

Baccini M, Bachmaier EM, Biggeri A, Boekschoten MV, Bouwman FG, Brennan L, Caesar R, Cinti S, Coort SL, Crosley K, Daniel H, Drevon CA, Duthie S, Eijssen L, Elliott RM, van Erk M, Evelo C, Gibney M, Heim C, Horgan GW, Johnson IT, Kelder T, Kleemann R, Kooistra T, van Iersel MP, Mariman EC, Mayer C, McLoughlin G, Müller M, Mulholland F, van Ommen B, Polley AC, Pujos-Guillot E, Rubio-Aliaga I, Roche HM, de Roos B, Sailer M, Tonini G, Williams LM, de Wit N; For the NuGO PPS Team (2008). The NuGO proof of principle study package: a collaborative research effort of the European Nutrigenomics Organisation. Genes Nutr, 3, 147-151.

Baccini M (2008). Multiple imputation for missing data: a brief introduction. Epidemiol Prev, 32:162-163.

Catalano P, Cupelli V, Luti L, De Virgilio F, Santini F, Borghi M, Biggeri A, Baccini M, Piacentini P, Masotti A (2008). Studio sullo stato di salute e sulla mortalità in una coorte di minatori delle Colline Metallifere. Azienda USL 9 Grosseto.

Baccini M, Biggeri A (2007). Metanalisi ed eterogeneità in epidemiologia ambientale. In Impatto sulla salute dei siti inquinati: metodi e strumenti per la ricerca e le valutazioni a cura di Pietro Comba, Fabrizio Bianchi, Ivano Iavarone e Roberta Pirastu (Rapporti ISTISAN 07/50), 144-154.

Mary-Huard T, Daudin JJ, Baccini M, Biggeri A, Bar-Hen A. (2007). Biases induced by pooling samples in microarray experiments. Bioinformatics, 23, i313-i318.

Michelozzi P, Kirchmayer U, Katsouyanni K, Biggeri A, McGregor G, Menne B, Kassomenos P, Anderson HR, Baccini M, et al. (2007). Assessment and prevention of acute health effects of weather conditions in Europe, the PHEWE project: background, objectives, design. Environmental Health, 6-12.

Bracco L, Piccini C, Baccini M, Bessi V, Biancucci F, Nacmias B, Bagnoli S, Sorbi S. (2007). Pattern and progression of cognitive decline in Alzheimer's disease: role of premorbid intelligence and ApoE genotype. Dement Geriatr Cogn Disord., 24 (6), 483-491.

Cavalieri D, Dolara P, Mini E, Luceri C, Castagnini C, Toti S, Maciag K, DeFilippo C, Nobili S, Moranti M, Napoli C, Tonini G, Baccini M, Biggeri A, Tonelli F, Valanzano R, Orlando C, Gelmini S, Cianchi F, Tesserini L, Luzzatto L. (2007). Analysis of gene expression profiles reveals novel correlations with the clinical corse of colorectal cancer. Oncology Research, 16, 535-548.

Bellini P, Baccini M, Biggeri A, Terracini B. (2007). The Meta-analysis of the Italian studies on Short-term effects of Air pollution (MISA): old and new issues on the interpretation of the statistical evidences. Environmetrics, 18, 219-229.

Baccini M, Biggeri A, Lagazio C, Lertxundi A, Saez M. (2007). Parametric and semi-parametric approaches in the analysis of short-term effects of air pollution on health. Computational Statistics and Data Analysis, 51, 4324-4336.

Hajat S, Armstrong B, Baccini M, Biggeri A et al. (2006). Impact of high temperatures on mortality: is there a added wave effect? Epidemiology, 17 (6), 632-638.

Gianfaldoni G, Mannelli F, Baccini M, Antonioli E, Leoni F, Bosi A. (2006). Clearance of leukaemic blasts from peripheral blood during standard induction treatment predicts the bone marrow response in acute myeloid leukaemia: a pilot study. British Journal of Haemathology, 134 (1), 54-57.

Baccini M, Biggeri A, Accetta G, Lagazio C, Lerxtundi A, Schwartz J. (2006). Comparison of alternative modelling techniques in estimating short-term effect of air pollution with application to the Italian meta-analysis data (MISA Study). Epidemiol Prev, 30, 279-88.

Biggeri A, Baccini M, Bellini P, Terracini B (2005). Meta-analysis of the Italian studies of short term effect of air pollution (MISA), 1990-1999. International Journal of Occupational and Environmental Health, 11 (1), 107-122.

Baccini A, Baccini M (2004). Sull’uso del lavoro sommerso da parte delle imprese. La costruzione di un modello microeconometrico con i dati ispettivi INPS. Quanderni Università degli Studi di Siena, Dipartimento di Economia Politica, n. 423. www.econ-pol.unisi.it/quaderni/423.pdf.

Baccini M, Bellini P, Biggeri A, Cadum E, Chiogna M, Galassi C, Miglio R, Rossi G, Terracini B (2004).Capitoli 1-7. in Metanalisi italiana degli studi sugli effetti a breve termine dell’inquinamento atmosferico 1996-2002, a cura di Biggeri A, Bellini P, Terracini B. Epidemiologia e Prevenzione, 28 supplemento (4-5). Italiano.

Chellini E, Baccini M, Biggeri A, Bianchini E, Grechi D (2004). Effetto a breve termine dell’inquinamento sulla salute: Firenze 1999-2001. in Metanalisi italiana degli studi sugli effetti a breve termine dell’inquinamento atmosferico 1996-2002, a cura di Biggeri A, Bellini P, Terracini B. Epidemiol Prev, 28 supplemento (4-5). Italiano.

Pirastu R, Baccini M, Biggeri A, Comba P (2003). Studio epidemiologico dei lavoratori esposti a cloruro di vinile nello stabilimento di Porto Marghera: aggiornamento della mortalità. Epidemiol Prev, 27, 161-172.

Galassi F, Sodi A, Ucci F, Renieri G, Pieri B, Baccini M (2003). Ocular Hemodynamics and Glaucoma Prognosis: A Color Doppler Imaging Study. Arch Ophthalmol, 121, 1711-1715.

Biggeri A, Baccini M, Accetta G, Bellini A, Grechi D e il gruppo MISA (2003). Valutazione di qualità delle misure di concentrazione degli inquinanti atmosferici nello studio dell’effetto a breve termine dell’inquinamento sulla salute. Epidemiol Prev, 27, 365-375.

Baccini A, Baccini M, Castellucci L, Stefanini D (2003). Lavoro sommerso e lavoro regolare, numero monografico di Impresa Toscana, n. 2, 2003, Firenze, Unioncamere Toscana.

Biggeri A, Baccini M, Accetta A, Lagazio C (2002). Stime degli effetti a breve termine degli inquinanti atmosferici in Italia. Epidemiol Prev, 26, 203-205.

Baccini M, Lusa L, Farella M, Michelotti A (2002). Analysis of repeated measurements with generalized estimating equations and model checking: an electromyographic study of the human jaw muscles. In Correlated Data Modeling a cura di Gregori D, Carmeci G, Friedl H, Ferligoj A, Wedlin A. Edizioni Franco Angeli, Milano.

Farella M, Van ET, Baccini M (2002). Task related electromyographic spectral changes in the human masseter and temporal muscles, European Journal of Oral Sciences, 110, 8-12.

Baccini M, Biggeri A, Chiogna M (2001). Capitolo 4. Metodi statistici. In Metanalisi italiana degli studi sugli effetti a breve termine dell’inquinamento atmosferico a cura di Biggeri A, Bellini P, Terracini B. Epidemiol Prev, 25 supplemento (2). Italiano.

Biggeri A, Rossi G, Baccini M, Berti G, Chiogna M, Fano V, Miglio R, Muggeo V, Rossi G (2001). Capitolo 5. Risultati. In Metanalisi italiana degli studi sugli effetti a breve termine dell’inquinamento atmosferico a cura di Biggeri A, Bellini P, Terracini B. Epidemiol Prev, 25 supplemento (2). Italiano.

Baccini M, Biggeri A, Gabellini C, Chellini E, Grechi D (2001). Appendice. Effetto a breve termine dell’inquinamento sulla salute: Firenze 1996-1998. In Metanalisi italiana degli studi sugli effetti a breve termine dell’inquinamento atmosferico a cura di Biggeri A, Bellini P, Terracini B. Epidemiol Prev, 25 supplemento (2). Italiano.

Atkinson RW, Anderson HR, Sunyer J, Ayres J, Baccini M et al. (2001). Acute effects of particulate air pollution on respiratory admissions: results from APHEA 2 project. Air Pollution and Health: a European Approach. American Journal of Respiratory and Critical Care Medicine, 164, 1860-1866.

Baccini M, Mealli F (2001). Metodi diagnostici basati sui residui nei modelli per dati di durata. Pubblicazioni Digitali del Dipartimento di Statistica “G. Parenti” – Serie Didattica, n. 1, Firenze University Press.http://www.ds.unifi.it/ricerca/pubblicazioni/altre/didattica/didattica2001_01.pdf