Tackling algorithmic bias and promoting transparency in health datasets: the STANDING Together consensus recommendations
Joseph Alderman(University Hospitals Birmingham NHS Foundation Trust), Xiaoxuan Liu(University Hospitals Birmingham NHS Foundation Trust), Anmol Arora(University of the District of Columbia), Alan Karthikesalingam(Google (United States)), Ben Glocker(Imperial College London), Ade Adebajo(University of Sheffield), Katherine Heller(Google (United States)), Stephen Pfohl(Google (United States)), Zoher Kapacee(Manchester Academic Health Science Centre), Russell J. Pearson, Elizabeth Sapey(University Hospitals Birmingham NHS Foundation Trust), Ashley Akbari(Swansea University), Lewis E. Berman(Office of the Director), Maxine Mackintosh(Turing Institute), Charlotte Summers(Queen Mary University of London), Lama Nazer(King Hussein Cancer Center), Arjun K. Manrai(Cornell University), Neil J. Sebire(Great Ormond Street Hospital), Cheuk Wing Leung(National Patient Safety Foundation), Jarrel Seah(Monash Health), Maria Charalambides(University Hospital Southampton NHS Foundation Trust), Lorenzo Righetto, Francis McKay(University of Oxford), Jacqui Gath(Humber Teaching NHS Foundation Trust), Joanne Palmer(University Hospitals Birmingham NHS Foundation Trust), Judit Kumuthini(University of Ibadan), 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), Sameer Pujari(World Health Organization), Johan Ordish, Lesley-Anne Farmer(FIT Consulting (Italy)), Negar Rostamzadeh(Google (Canada)), Melanie Calvert(NIHR Birmingham Biomedical Research Centre), Alastair K. Denniston(UK Biobank), Judy Wawira Gichoya(Emory University), William Wasswa(Center for Global Development), Bilal A. Mateen(Program for Appropriate Technology in Health), Puja Myles(Unknown), Tom Pollard(Massachusetts Institute of Technology), Jude Beng(University of Sheffield), S P Wilkinson(NIHR Southampton Respiratory Biomedical Research Unit), Darren Treanor(Leeds Teaching Hospitals NHS Trust), Vishal Thakker(British Standards Institution), Stephanie Kuku(London Women's Clinic)
Cited by 123
Related Papers
Attention U-Net: Learning Where to Look for the Pancreas
|arXiv (Cornell University)|2018|4.6k
Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
|Medical Image Analysis|2016|3.5k
Large language models encode clinical knowledge
|Nature|2023|3.1k
International evaluation of an AI system for breast cancer screening
|Nature|2020|3.1k
Attention gated networks: Learning to leverage salient regions in medical images
|Medical Image Analysis|2019|1.9k