Autoencoders for health improvement by compressing the set of patient features. - Margarita Cabrera-Bean; Victor J. Pereira Dos Santos; Albert Roso-Llorach; Sergio Fernández-Bertolín; Josep Vidal; Concepción Violán (EMBC, 2020)

A standardized analytics pipeline for reliable and rapid development and validation of prediction models using observational health data. - Sara Khalid; Cynthia Yang; Clair Blacketer; Talita Duarte-Salles; Sergio Fernández-Bertolín; Chungsoo Kim; Rae Woong Park; Jimyung Park; Martijn J. Schuemie; Anthony G. Sena; Marc A. Suchard; Seng Chan You; et al. (Comput. Methods Programs Biomed., 2021)

Integrating real-world data from Brazil and Pakistan into the OMOP common data model and standardized health analytics framework to characterize COVID-19 in the Global South. - Elzo Pereira Pinto Junior; Priscilla Normando; Renzo Flores-Ortiz; Muhammad Usman Afzal; Muhammad Asaad Jamil; Sergio Fernández-Bertolín; Vinícius de Araújo Oliveira; Valentina Martufi; Fernanda de Sousa; Amir Bashir; Edward Burn; Maria Yury Ichihara; et al. (J. Am. Medical Informatics Assoc., 2023)