Sandy Engelhardt

Applications of artificial intelligence/machine learning approaches in cardiovascular medicine: a systematic review with recommendations

2021 · 68 Zit. · European Heart Journal - Digital Health

Automatic structuring of radiology reports with on-premise open-source large language models

2024 · 25 Zit. · European Radiology

Biomedical image analysis competitions: The state of current participation practice

2022 · 17 Zit. · arXiv (Cornell University)

Real world federated learning with a knowledge distilled transformer for cardiac CT imaging

2025 · 17 Zit. · npj Digital Medicine

Surgical phase and instrument recognition: how to identify appropriate dataset splits

2024 · 8 Zit. · International Journal of Computer Assisted Radiology and Surgery

Deep Generative Model Challenge for Domain Adaptation in Surgery 2021

2021 · 4 Zit. · Zenodo (CERN European Organization for Nuclear Research)

What does it all mean? Capturing Semantics of Surgical Data and Algorithms with Ontologies

2017 · 4 Zit. · arXiv (Cornell University)

Current validation practice undermines surgical AI development

2025 · 1 Zit. · PubMed