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Judy Wawira Gichoya
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Ethics of artificial intelligence in radiology: summary of the joint European and North American multisociety statement
JR Geis, AP Brady, CC Wu, J Spencer, E Ranschaert, JL Jaremko, ...
Radiology 293 (2), 436-440, 2019
6952019
AI recognition of patient race in medical imaging: a modelling study
JW Gichoya, I Banerjee, AR Bhimireddy, JL Burns, LA Celi, LC Chen, ...
The Lancet Digital Health 4 (6), e406-e414, 2022
6242022
Sources of bias in artificial intelligence that perpetuate healthcare disparities—A global review
LA Celi, J Cellini, ML Charpignon, EC Dee, F Dernoncourt, R Eber, ...
PLOS digital health 1 (3), e0000022, 2022
4832022
Assessing the potential of GPT-4 to perpetuate racial and gender biases in health care: a model evaluation study
T Zack, E Lehman, M Suzgun, JA Rodriguez, LA Celi, J Gichoya, ...
The Lancet Digital Health 6 (1), e12-e22, 2024
4742024
Ethics of large language models in medicine and medical research
H Li, JT Moon, S Purkayastha, LA Celi, H Trivedi, JW Gichoya
The Lancet Digital Health 5 (6), e333-e335, 2023
3332023
FUTURE-AI: international consensus guideline for trustworthy and deployable artificial intelligence in healthcare
K Lekadir, AF Frangi, AR Porras, B Glocker, C Cintas, CP Langlotz, ...
bmj 388, 2025
3302025
AI pitfalls and what not to do: mitigating bias in AI
JW Gichoya, K Thomas, LA Celi, N Safdar, I Banerjee, JD Banja, ...
The British Journal of Radiology 96 (1150), 20230023, 2023
2802023
Checklist for artificial intelligence in medical imaging (CLAIM): 2024 update
AS Tejani, ME Klontzas, AA Gatti, JT Mongan, L Moy, SH Park, ...
Radiology: Artificial Intelligence 6 (4), e240300, 2024
2502024
The limits of fair medical imaging AI in real-world generalization
Y Yang, H Zhang, JW Gichoya, D Katabi, M Ghassemi
Nature Medicine 30 (10), 2838-2848, 2024
2172024
Multi-institutional validation of a mammography-based breast cancer risk model
A Yala, PG Mikhael, F Strand, G Lin, S Satuluru, T Kim, I Banerjee, ...
Journal of Clinical Oncology 40 (16), 1732-1740, 2022
2052022
The TRIPOD-LLM reporting guideline for studies using large language models
J Gallifant, M Afshar, S Ameen, Y Aphinyanaphongs, S Chen, ...
Nature medicine 31 (1), 60-69, 2025
2042025
Gender outlaws: The next generation
K Bornstein, SB Bergman
Seal Press, 2010
2042010
Systematic review of generative adversarial networks (GANs) for medical image classification and segmentation
JJ Jeong, A Tariq, T Adejumo, H Trivedi, JW Gichoya, I Banerjee
Journal of Digital Imaging 35 (2), 137-152, 2022
1902022
Toward fairness in artificial intelligence for medical image analysis: identification and mitigation of potential biases in the roadmap from data collection to model deployment
K Drukker, W Chen, J Gichoya, N Gruszauskas, J Kalpathy-Cramer, ...
Journal of Medical Imaging 10 (6), 061104-061104, 2023
1522023
“Shortcuts” causing bias in radiology artificial intelligence: causes, evaluation, and mitigation
I Banerjee, K Bhattacharjee, JL Burns, H Trivedi, S Purkayastha, ...
Journal of the American College of Radiology 20 (9), 842-851, 2023
1202023
Equity in essence: a call for operationalising fairness in machine learning for healthcare
JW Gichoya, LG McCoy, LA Celi, M Ghassemi
BMJ health & care informatics 28 (1), e100289, 2021
1182021
Peer review of GPT-4 technical report and systems card
J Gallifant, A Fiske, YA Levites Strekalova, JS Osorio-Valencia, R Parke, ...
PLOS digital health 3 (1), e0000417, 2024
1172024
Optimizing risk-based breast cancer screening policies with reinforcement learning
A Yala, PG Mikhael, C Lehman, G Lin, F Strand, YL Wan, K Hughes, ...
Nature medicine 28 (1), 136-143, 2022
1132022
The EMory BrEast imaging Dataset (EMBED): A racially diverse, granular dataset of 3.4 million screening and diagnostic mammographic images
JJ Jeong, BL Vey, A Bhimireddy, T Kim, T Santos, R Correa, R Dutt, ...
Radiology: Artificial Intelligence 5 (1), e220047, 2023
1122023
Decoding radiology reports: potential application of OpenAI ChatGPT to enhance patient understanding of diagnostic reports
H Li, JT Moon, D Iyer, P Balthazar, EA Krupinski, ZL Bercu, JM Newsome, ...
Clinical imaging 101, 137-141, 2023
1092023
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