Lin Lawrence Guo

Systematic Review of Approaches to Preserve Machine Learning Performance in the Presence of Temporal Dataset Shift in Clinical Medicine

2021 · 80 Zit. · Applied Clinical Informatics

A roadmap to implementing machine learning in healthcare: from concept to practice

2025 · 15 Zit. · Frontiers in Digital Health

Evaluation of Domain Generalization and Adaptation on Improving Model Robustness to Temporal Dataset Shift in Clinical Medicine

2021 · 10 Zit. · medRxiv

Perspective Toward Machine Learning Implementation in Pediatric Medicine: Mixed Methods Study

2022 · 8 Zit. · JMIR Medical Informatics

Leveraging clinical epidemiology concepts to strengthen machine learning fairness evaluations

2026 · 0 Zit. · Journal of the American Medical Informatics Association