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
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
Population-based analysis of non-steroidal anti-inflammatory drug use among children in four European countries in the SOS project: what size of data platforms and which study designs do we need to assess safety issues?
Valkhoff VE, Schade R, ‘t Jong GW, Romio S, Schuemie MJ, Arfe A, Garbe E, Herings R, Lucchi S, Picelli G, Schink T, Straatman H, Villa M, Kuipers EJ, Sturkenboom MC; Safety of Non-steroidal Anti-inflammatory Drugs (SOS) project.
BMC Pediatr. 2013 Nov 19;13:192. doi: 10.1186/1471-2431-13-192.
PMID: 24252465
Replication of the OMOP experiment in Europe: evaluating methods for risk identification in electronic health record databases
Schuemie MJ, Gini R, Coloma PM, Straatman H, Herings RM, Pedersen L, Innocenti F, Mazzaglia G, Picelli G, van der Lei J, Sturkenboom MC.
Drug Saf. 2013 Oct;36 Suppl 1:S159-69. doi: 10.1007/s40264-013-0109-8.
PMID: 24166232
The prescribing of analgesics and non-steroidal anti-inflammatory drugs in paediatric primary care in the UK, Italy and the Netherlands
Neubert A, Verhamme K, Murray ML, Picelli G, Hsia Y, Sen FE, Giaquinto C, Ceci A, Sturkenboom M, Wong IC; TEDDY Network of Excellence.
Pharmacol Res. 2010 Sep;62(3):243-8. doi: 10.1016/j.phrs.2010.04.006. Epub 2010 May 6.
PMID: 20451614
Comparison of antiepileptic drug prescribing in children in three European countries
Hsia Y, Neubert A, Sturkenboom MC, Murray ML, Verhamme KM, Sen F, Giaquinto C, Ceci A, Wong IC; TEDDY Network of Excellence.
Epilepsia. 2010 May;51(5):789-96. doi: 10.1111/j.1528-1167.2009.02331.x. Epub 2009 Oct 8.
PMID: 19817815