Marcos André Gonçalves

6PUBLICATIONS
134CO-AUTHORS
Artificial life and complex adaptive systemsImplementation science and evaluationCardiology (incl. cardiovascular diseases)Sensory processes, perception and performanceDeep learning
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Publications (6)

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

|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

|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

|Nov 01, 2021
Stroke Outcome Measurements From Electronic Medical Records: Cross-sectional Study on the Effectiveness of Neural and Nonneural Classifiers.

Bruna Stella Zanotto, Ana Paula Beck da Silva Etges, Avner Dal Bosco

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Frequent Collaborators

6 joint publications

Marcos André Gonçalves

5 joint publications

Milena Soriano Marcolino

4 joint publications

Polianna Delfino Pereira

4 joint publications

Daniela Ponce