Sergio Fernández-Bertolín

According to our database, Sergio Fernández-Bertolín authored at least 3 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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, Maurício Lima Barreto, Talita Duarte-Salles, Daniel Prieto-Alhambra, Haroon Hafeez, Sara Khalid

J. Am. Medical Informatics Assoc., March, 2023

2021

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, Peter R. Rijnbeek, Jenna Marie Reps

Comput. Methods Programs Biomed., 2021

2020

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020