Melissa D. McCradden

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

Gary S. Collins, Karel G.M. Moons, Paula Dhiman et al. · BMJ · 2024 · 2.2K citations · Full text

Computing, Biostatistics, Health Informatics +17

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

Baptiste Vasey, Myura Nagendran, Bruce Campbell et al. · BMJ · 2022 · 401 citations · Full text

Computing, Health Informatics, Artificial Intelligence +16

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

Karel G.M. Moons, Johanna AAG Damen, T. K. Kaul et al. · BMJ · 2025 · 383 citations · Full text

Computing, Computer Science, Artificial Intelligence +12

The value of standards for health datasets in artificial intelligence-based applications

Anmol Arora, Joseph Alderman, Joanne Palmer et al. · Nature Medicine · 2023 · 271 citations · Full text

Computing, Health Informatics, Health Policy +16

Ethical limitations of algorithmic fairness solutions in health care machine learning

Melissa D. McCradden, Shalmali Joshi, Mjaye Mazwi et al. · The Lancet Digital Health · 2020 · 269 citations · Full text

Computing, Computer Science, Artificial Intelligence +16