A Deep Learning Approach to Estimate the Incidence of Infectious Disease Cases for Routinely Collected Ambulatory Records: The Example of Varicella-Zoster

A Deep Learning Approach to Estimate the Incidence of Infectious Disease Cases for Routinely Collected Ambulatory Records: The Example of Varicella-Zoster.
Lanera C, Baldi I, Francavilla A, Barbieri E, Tramontan L, Scamarcia A, Cantarutti L, Giaquinto C, Gregori D.
Int J Environ Res Public Health. 2022 May 13;19(10):5959. doi: 10.3390/ijerph19105959.
PMID: 35627495

Association of Treated and Untreated Gastroesophageal Reflux Disease in the First Year of Life with the Subsequent Development of Asthma

Cantarutti A, Barbiellini Amidei C, Valsecchi C, Scamarcia A, Corrao G, Gregori D, Giaquinto C, Ludvigsson JF, Canova C.
Int J Environ Res Public Health. 2021 Sep 13;18(18):9633. doi: 10.3390/ijerph18189633.
PMID: 34574556

Incidence Rates of Autoimmune Diseases in European Healthcare Databases: A Contribution of the ADVANCE Project

Willame C, Dodd C, van der Aa L, Picelli G, Emborg HD, Kahlert J, Gini R, Huerta C, Martín-Merino E, McGee C, de Lusignan S, Roberto G, Villa M, Weibel D, Titievsky L, Sturkenboom MCJM.
Drug Saf. 2021 Mar;44(3):383-395. doi: 10.1007/s40264-020-01031-1. Epub 2021 Jan 19.
PMID: 33462778

ADVANCE system testing: Can safety studies be conducted using electronic healthcare data? An example using pertussis vaccination

Weibel D, Dodd C, Mahaux O, Haguinet F, De Smedt T, Duarte-Salles T, Picelli G, Tramontan L, Danieli G, Correa A, McGee C, Martín-Merino E, Huerta-Alvarez C, Berencsi K, Emborg HD, Bollaerts K, Bauchau V, Titievsky L, Sturkenboom M.
Vaccine. 2020 Dec 22;38 Suppl 2:B38-B46. doi: 10.1016/j.vaccine.2019.06.040. Epub 2019 Oct 31.
PMID: 31677946

ADVANCE system testing: Benefit-risk analysis of a marketed vaccine using multi-criteria decision analysis and individual-level state transition modelling

Bollaerts K, Ledent E, de Smedt T, Weibel D, Emborg HD, Danieli G, Duarte-Salles T, Huerta-Alvarez C, Martín-Merino E, Picelli G, Tramontan L, Sturkenboom M, Bauchau V.
Vaccine. 2020 Dec 22;38 Suppl 2:B65-B75. doi: 10.1016/j.vaccine.2019.09.034. Epub 2019 Oct 31.
PMID: 31677947

Quantifying outcome misclassification in multi-database studies: The case study of pertussis in the ADVANCE project

Gini R, Dodd CN, Bollaerts K, Bartolini C, Roberto G, Huerta-Alvarez C, Martín-Merino E, Duarte-Salles T, Picelli G, Tramontan L, Danieli G, Correa A, McGee C, Becker BFH, Switzer C, Gandhi-Banga S, Bauwens J, van der Maas NAT, Spiteri G, Sdona E, Weibel D, Sturkenboom M.
Vaccine. 2020 Dec 22;38 Suppl 2:B56-B64. doi: 10.1016/j.vaccine.2019.07.045. Epub 2019 Oct 31.
PMID: 31677950

Use of Machine Learning Techniques for Case-Detection of Varicella Zoster Using Routinely Collected Textual Ambulatory Records: Pilot Observational Study

Lanera C, Berchialla P, Baldi I, Lorenzoni G, Tramontan L, Scamarcia A, Cantarutti L, Giaquinto C, Gregori D.
JMIR Med Inform. 2020 May 5;8(5):e14330. doi: 10.2196/14330.
PMID: 32369038

Antibiotic-Induced Liver Injury in Paediatric Outpatients: A Case-Control Study in Primary Care Databases

Ferrajolo C, Verhamme KM, Trifirò G, ‘t Jong GW, Picelli G, Giaquinto C, Mazzaglia G, Stricker BH, Rossi F, Capuano A, Sturkenboom MC.
Drug Saf. 2017 Apr;40(4):305-315. doi: 10.1007/s40264-016-0493-y.
PMID: 28025733

Community-Acquired Rotavirus Gastroenteritis Compared with Adenovirus and Norovirus Gastroenteritis in Italian Children: A Pedianet Study

Donà D, Mozzo E, Scamarcia A, Picelli G, Villa M, Cantarutti L, Giaquinto C.
Int J Pediatr. 2016;2016:5236243. doi: 10.1155/2016/5236243. Epub 2016 Jan 14.
PMID: 26884770

Risk of upper gastrointestinal bleeding from different drug combinations

Masclee GM, Valkhoff VE, Coloma PM, de Ridder M, Romio S, Schuemie MJ, Herings R, Gini R, Mazzaglia G, Picelli G, Scotti L, Pedersen L, Kuipers EJ, van der Lei J, Sturkenboom MC.
Gastroenterology. 2014 Oct;147(4):784-792.e9; quiz e13-4. doi: 10.1053/j.gastro.2014.06.007. Epub 2014 Jun 14.
PMID: 24937265