Joon Lee

Determinants of implementing artificial intelligence-based clinical decision support tools in healthcare: a scoping review protocol

2023 · 53 Zit. · BMJ Open

Is Artificial Intelligence Better Than Human Clinicians in Predicting Patient Outcomes?

2020 · 37 Zit. · Journal of Medical Internet Research

Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach

2020 · 10 Zit. · Journal of Medical Internet Research

Evaluation of Machine Learning-based Patient Outcome Prediction Using Patient-specific Difficulty and Discrimination Indices

2020 · 1 Zit.

Perceived Potential and Challenges of Supporting Coronary Artery Disease Treatment Decisions with Artificial Intelligence: Qualitative Study (Preprint)

2025 · 0 Zit.

Using Item Response Theory for Explainable Machine Learning in Predicting Mortality in the Intensive Care Unit: Case-Based Approach (Preprint)

2020 · 0 Zit.

Is Artificial Intelligence Better Than Human Clinicians in Predicting Patient Outcomes? (Preprint)

2020 · 0 Zit.

Machine Learning Capability: A standardized metric using case difficulty with applications to individualized deployment of supervised machine learning

2023 · 0 Zit. · arXiv (Cornell University)

MACHINE LEARNING BASED PREDICTION OF CARDIAC-RELATED HOSPITALIZATION COSTS AT TIME OF DIAGNOSTIC IMAGING: DEMONSTRATION OF VALUE FROM MULTI-DOMAIN PHENOTYPIC DATA AT TIME OF CARDIOVASCULAR MRI

2022 · 0 Zit. · Journal of the American College of Cardiology

Using domain adaptation and inductive transfer learning to improve patient outcome prediction in the intensive care unit

2023 · 0 Zit. · Research Square (Research Square)