Karandeep Singh

TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods

2024 · 1.459 Zit. · BMJ

The Clinician and Dataset Shift in Artificial Intelligence

2021 · 566 Zit. · New England Journal of Medicine

Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI

2022 · 431 Zit. · Nature Medicine

Testing and Evaluation of Health Care Applications of Large Language Models

2024 · 323 Zit. · JAMA

PROBAST+AI: an updated quality, risk of bias, and applicability assessment tool for prediction models using regression or artificial intelligence methods

2025 · 185 Zit. · BMJ

Artificial intelligence-enabled decision support in nephrology

2022 · 84 Zit. · Nature Reviews Nephrology

The STARD-AI reporting guideline for diagnostic accuracy studies using artificial intelligence

2025 · 47 Zit. · Nature Medicine

A Call for Artificial Intelligence Implementation Science Centers to Evaluate Clinical Effectiveness

2024 · 47 Zit. · NEJM AI

AI, Health, and Health Care Today and Tomorrow

2025 · 42 Zit. · JAMA

A Systematic Review of Testing and Evaluation of Healthcare Applications of Large Language Models (LLMs)

2024 · 39 Zit.

Implications of the Use of Artificial Intelligence Predictive Models in Health Care Settings

2023 · 39 Zit. · Annals of Internal Medicine

How Academic Medical Centers Govern AI Prediction Tools in the Context of Uncertainty and Evolving Regulation

2024 · 27 Zit. · NEJM AI

Enabling collaborative governance of medical AI

2023 · 21 Zit. · Nature Machine Intelligence

Assessing the net benefit of machine learning models in the presence of resource constraints

2023 · 15 Zit. · Journal of the American Medical Informatics Association

Performance evaluation of predictive AI models to support medical\n decisions: Overview and guidance

2024 · 12 Zit. · arXiv (Cornell University)