Roberta Moreira Wichmann

Improving the performance of machine learning algorithms for health outcomes predictions in multicentric cohorts

2023 · 17 Zit. · Scientific Reports

Does machine learning have a high performance to predict obesity among adults and older adults? A systematic review and meta-analysis

2024 · 10 Zit. · Nutrition Metabolism and Cardiovascular Diseases

Strategies for detecting and mitigating dataset shift in machine learning for health predictions: A systematic review

2025 · 7 Zit. · Journal of Biomedical Informatics

Physician preference for receiving machine learning predictive results: A cross-sectional multicentric study

2022 · 2 Zit. · PLoS ONE

Multicenter comparative analysis of local and aggregated data training strategies in COVID-19 outcome prediction with Machine learning

2024 · 1 Zit. · PLOS Digital Health