Heloisa Reniers Vianna

7PUBLICATIONS
144CO-AUTHORS
Artificial life and complex adaptive systemsCardiology (incl. cardiovascular diseases)Sensory processes, perception and performanceRespiratory diseasesNeonatology
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Publications (7)

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

|Oct 25, 2023
Real-Life Data on Hydroxychloroquine or Chloroquine with or Without Azithromycin in COVID-19 Patients: A Retrospective Analysis in Brazil.

Maíra Viana Rego Souza-Silva, Daniella Nunes 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

|Sep 25, 2022
Hospital characteristics associated with COVID-19 mortality: data from the multicenter cohort Brazilian Registry.

Maira Viana Rego Souza-Silva, Patricia Klarmann Ziegelmann, Vandack Nobre

|Sep 02, 2022
Development and validation of the MMCD score to predict kidney replacement therapy in COVID-19 patients.

Flávio de Azevedo Figueiredo, Lucas Emanuel Ferreira Ramos, Rafael Tavares Silva

|Dec 16, 2021
Extracorporeal membrane oxygenation outcomes in COVID-19 patients: Case series from the Brazilian COVID-19 Registry.

Daniela Ponce, Rafael Lima Rodrigues de Carvalho, Magda Carvalho Pires

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Frequent Collaborators

7 joint publications

Milena Soriano Marcolino

6 joint publications

Matheus Carvalho Alves Nogueira

5 joint publications

Daniela Ponce

5 joint publications

Fernando Anschau