Fellowship · Los Angeles, CA
Sponsored by UCLA David Geffen School of Medicine/UCLA Medical Center
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
BMJ (Clinical research ed.) · 2024 · 2,752 citations · Karandeep Singh
PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods.
BMJ (Clinical research ed.) · 2025 · 461 citations · Karandeep Singh
External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients.
JAMA internal medicine · 2021 · 627 citations · Karandeep Singh
The Clinician and Dataset Shift in Artificial Intelligence.
The New England journal of medicine · 2021 · 504 citations · Karandeep Singh
AI, Health, and Health Care Today and Tomorrow: The JAMA Summit Report on Artificial Intelligence.
JAMA · 2025 · 107 citations · Karandeep Singh
Responsible Use of Artificial Intelligence to Improve Kidney Care: A Statement from the American Society of Nephrology.
Journal of the American Society of Nephrology : JASN · 2026 · 28 citations · Karandeep Singh
Evaluation of performance measures in predictive artificial intelligence models to support medical decisions: overview and guidance.
The Lancet. Digital health · 2025 · 59 citations · Karandeep Singh
Ambient AI Scribes in Clinical Practice: A Randomized Trial.
NEJM AI · 2025 · 51 citations · Paul Lukac, Aaron Chin, Eric Cheng