Matthew M. Ruppert

Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform

2022 · 116 Zit. · JAMA Network Open

Uncertainty-aware deep learning in healthcare: A scoping review

2022 · 50 Zit. · PLOS Digital Health

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks

2023 · 44 Zit. · Scientific Reports

Community-engaged artificial intelligence research: A scoping review

2024 · 15 Zit. · PLOS Digital Health

Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk Prediction

2024 · 2 Zit. · JAMA Surgery

Electronic Health Record Data Quality and Performance Assessments: A Scoping Review (Preprint)

2024 · 0 Zit.