Marcos André Gonçalves

10PUBLICATIONS
179CO-AUTHORS
Artificial life and complex adaptive systemsProcess control and simulationImplementation science and evaluationEpidemiological modellingCardiology (incl. cardiovascular diseases)
Featured researcher

Get your video featured.

JoVEPublish with JoVE
Journal

Publications (10)

|Jun 24, 2026
Beyond Area Under the Receiver Operating Characteristic Curve: Evaluating Predictive Performance Metrics Under Class Imbalance in Real-World Clinical Data.

|Apr 15, 2026
Use of synthetic population to assess alcohol abuse in small areas.

Crizian Saar Gomes, Regina Tomie Ivata Bernal, Larissa Fortunato Araújo

|Oct 28, 2024
A New Natural Language Processing-Inspired Methodology (Detection, Initial Characterization, and Semantic Characterization) to Investigate Temporal Shifts (Drifts) in Health Care Data: Quantitative Study.

Bruno Paiva, Marcos André Gonçalves, Leonardo Chaves Dutra da Rocha

|Sep 28, 2024
Comprehensive statistical analysis reveals significant benefits of COVID-19 vaccination in hospitalized patients: propensity score, covariate adjustment, and feature importance by permutation.

Eduardo Villela de Moraes, Magda Carvalho Pires, Amanda Abrantes Abreu Costa

|Oct 04, 2023
Temporal validation of the MMCD score to predict kidney replacement therapy and in-hospital mortality in COVID-19 patients.

Vanessa das Graças José Ventura, Polianna Delfino Pereira, Magda Carvalho Pires

|Mar 01, 2023
Potential and limitations of machine meta-learning (ensemble) methods for predicting COVID-19 mortality in a large inhospital Brazilian dataset.

Bruno Barbosa Miranda de Paiva, Polianna Delfino Pereira, Claudio Moisés Valiense de Andrade

Pageof 2

Frequent Collaborators

7 joint publications

Milena Soriano Marcolino

6 joint publications

Marcos André Gonçalves

5 joint publications

Fernando Anschau

4 joint publications

Marcelo Carneiro