Introduction to Machine Learning in R
ISLA Polytechnic Institute of Management and Technology
Postgraduate program in Business Analytics and Data Science
(2022 to present)
Decision, Data and Evidence in Health (DECIDES
II)
University of Porto, Faculty of Medicine
Integrated Masters Degree in Medicine
(2023 to present)
Data Science for Analysts
Metyis Academy
Business Analysts training in Data Science for Consultancy
(2025)
Esteves, S., Alves, J. M., Rodrigues, P. P., & Gomes Da Silva, M. (2023). Dynamic treatment regimes (DTRs) to study treatment sequencing in oncology: a scoping review protocol. BMJ Open, 13(5), e067192. https://doi.org/10.1136/bmjopen-2022-067192
Ferreira-da-Silva, R., & Alves, J. M. (2022). Overview of Phase IV Clinical Trials Targeting COVID-19: Status Report of Studies Registered on the ClinicalTrials.gov Platform. Current Medicine, 1. https://doi.org/10.55085/cm.2022.610
Ferreira-da-Silva, R., Alves, J. M., Vieira, C., Silva, A. M., Marques, J., Morato, M., Polónia, J. J., & Ribeiro-Vaz, I. (2023). Motivation and Knowledge of Portuguese Community Pharmacists Towards the Reporting of Suspected Adverse Reactions to Medicines: A Cross-Sectional Survey. Journal of Community Health, 48(2), 295–308. https://doi.org/10.1007/s10900-022-01168-3
Ferreira-da-Silva, R., Maranhão, P., Dias, C. C., Alves, J. M., Pires, L., Morato, M., Polónia, J. J., & Ribeiro-Vaz, I. (2024). Assessing medication use patterns by clinical outcomes severity among inpatients with COVID-19: A retrospective drug utilization study. Biomedicine & Pharmacotherapy, 172, 116242. https://doi.org/10.1016/j.biopha.2024.116242
Marques-Cruz, M., Nogueira-Leite, D., Alves, J. M., Fernandes, F., Fernandes, J. M., Almeida, M. Â., Correia, P. C., Perestrelo, P., Cruz-Correia, R., & Barros, P. P. (2023). COVID-19 Contact Tracing as an Indicator for Evaluating a Pandemic Situation: Simulation Study. JMIR Public Health and Surveillance, 9(1), e43836. https://doi.org/10.2196/43836
Nogueira-Leite, D., Alves, J. M., Marques-Cruz, M., & Cruz-Correia, R. (2021). A Cautionary Tale on Using Covid-19 Data for Machine Learning. In A. Tucker, P. Henriques Abreu, J. Cardoso, P. Pereira Rodrigues, & D. Riaño (Eds.), Artificial Intelligence in Medicine (pp. 265–275). Springer International Publishing. https://doi.org/10.1007/978-3-030-77211-6_30
Alves, J. M. (2013). Partner selection in domestic co-opetition: the effect of personal ties - An exploratory analysis on factors leading to the choice of partners in co-opetition. Dissertation thesis, handle: https://hdl.handle.net/10216/70755 repository: https://repositorio-aberto.up.pt/handle/10216/70755
Alves, J. M., & Meneses, R. (2013). Partner selection in co-opetition: a three step model 6th Annual Conference of the EuroMed Academy of Business https://doi.org/10.1108/jrme-10-2014-0026