The value of standards for health datasets in artificial intelligence-based applications
Anmol Arora(University of the District of Columbia), Xiaoxuan Liu(University Hospitals Birmingham NHS Foundation Trust), Joseph Alderman(University Hospitals Birmingham NHS Foundation Trust), Shaswath Ganapathi(Sandwell & West Birmingham Hospitals NHS Trust), Katherine Heller(Google (United States)), Stephen Pfohl(Google (United States)), Elizabeth Sapey(University Hospitals Birmingham NHS Foundation Trust), Neil J. Sebire(Great Ormond Street Hospital), Francis McKay(University of Oxford), Jacqui Gath(Humber Teaching NHS Foundation Trust), Joanne Palmer(University Hospitals Birmingham NHS Foundation Trust), Rubeta Matin(Oxford University Hospitals NHS Trust), Elinor Laws(University Hospitals Birmingham NHS Foundation Trust), Melissa D. McCradden(3M (United States)), Lauren Oakden‐Rayner(Australian Centre for Robotic Vision), Heather Cole-Lewis(Google (United States)), Marzyeh Ghassemi(Vector Institute), Negar Rostamzadeh(Google (Canada)), Melanie Calvert(NIHR Birmingham Biomedical Research Centre), Alastair K. Denniston(UK Biobank), Bilal A. Mateen(Program for Appropriate Technology in Health), Darren Treanor(Leeds Teaching Hospitals NHS Trust), Adewole O. Adebajo, Stephanie Kuku(London Women's Clinic)
Cited by 268
Related Papers
Large language models encode clinical knowledge
|Nature|2023|3.1k
Toward expert-level medical question answering with large language models
|Nature Medicine|2025|714
The Gulf War Did Not Take Place.
|Contemporary Sociology A Journal of Reviews|1997|675
Reporting guideline for the early-stage clinical evaluation of decision support systems driven by artificial intelligence: DECIDE-AI
|Nature Medicine|2022|499
Gestational trophoblastic disease: ESMO Clinical Practice Guidelines for diagnosis, treatment and follow-up
|Annals of Oncology|2013|379