Michael Schrempf

Explaining Machine Learning Predictions of Decision Support Systems in Healthcare

2022 · 13 Zit. · Current Directions in Biomedical Engineering

Employing Nudge Theory and Persuasive Principles with Explainable AI in Clinical Decision Support

2023 · 9 Zit.

Machine learning-based risk prediction for major adverse cardiovascular events in a Brazilian hospital: Development, external validation, and interpretability

2024 · 4 Zit. · PLoS ONE

Machine Learning Based Risk Prediction for Major Adverse Cardiovascular Events for ELGA-Authorized Clinics1

2023 · 3 Zit. · Studies in health technology and informatics

Development of an Architecture to Implement Machine Learning Based Risk Prediction in Clinical Routine: A Service-Oriented Approach

2022 · 2 Zit. · Studies in health technology and informatics

Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in Healthcare

2023 · 2 Zit. · Lecture notes in computer science

Preliminary Investigation of Federated Learning for MACE Prediction from Electronic Medical Records: A Multicontinental Study

2026 · 0 Zit. · Studies in health technology and informatics

It’s All About Specific Features: Development of Prediction Models for Key Geriatric Risks Across Three Hospital Providers

2025 · 0 Zit. · Studies in health technology and informatics