Articles with public access mandates - Irene Y. ChenLearn more
Available somewhere: 11
Why Is My Classifier Discriminatory?
IY Chen, FD Johansson, D Sontag
Neural Information Processing Systems (NeurIPS) 2018, 3543-3554, 2018
Mandates: US National Science Foundation, US Department of Defense
Ethical Machine Learning in Health
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
Annual Review of Biomedical Data Science 4, 2020
Mandates: US National Institutes of Health
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
L Seyyed-Kalantari, H Zhang, MBA McDermott, IY Chen, M Ghassemi
Nature medicine 27 (12), 2176-2182, 2021
Mandates: Natural Sciences and Engineering Research Council of Canada
A review of challenges and opportunities in machine learning for health
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
AMIA Summits on Translational Science Proceedings 2020, 191, 2020
Mandates: US National Institutes of Health, Natural Sciences and Engineering Research …
Can AI Help Reduce Disparities in General Medical and Mental Health Care?
IY Chen, P Szolovits, M Ghassemi
AMA Journal of Ethics 21 (2), 167-179, 2019
Mandates: US National Institutes of Health
CheXclusion: Fairness gaps in deep chest X-ray classifiers
L Seyyed-Kalantari, G Liu, M McDermott, IY Chen, M Ghassemi
Pacific Symposium of Biocomputing 2021, 2020
Mandates: Natural Sciences and Engineering Research Council of Canada
Probabilistic Machine Learning for Healthcare
IY Chen, S Joshi, M Ghassemi, R Ranganath
Annual Review of Biomedical Data Science 4, 2020
Mandates: US National Institutes of Health
Trends and focus of machine learning applications for health research
B Beaulieu-Jones, SG Finlayson, C Chivers, I Chen, M McDermott, ...
JAMA network open 2 (10), e1914051-e1914051, 2019
Mandates: US National Institutes of Health
Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes
MY Choi, I Chen, AE Clarke, MJ Fritzler, KA Buhler, M Urowitz, J Hanly, ...
Annals of the rheumatic diseases 82 (7), 927-936, 2023
Mandates: US National Institutes of Health, Canadian Institutes of Health Research …
Clustering Interval-Censored Time-Series for Disease Phenotyping
IY Chen, RG Krishnan, D Sontag
Proceedings of the AAAI Conference on Artificial Intelligence, 2022
Mandates: US National Science Foundation, Michael J Fox Foundation
1704 Identifying clusters of longitudinal autoantibody profiles associated with systemic lupus erythematosus disease outcomes
MY Choi, I Chen, A Clarke, MJ Fritzler, KA Buhler, M Urowitz, JG Hanly, ...
Lupus Science & Medicine 8 (Suppl 2), 2021
Mandates: US National Institutes of Health, Chinese Academy of Sciences
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