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Irene Y. Chen
Irene Y. Chen
Postdoc, Microsoft Research
Verified email at csail.mit.edu - Homepage
Title
Cited by
Cited by
Year
Why Is My Classifier Discriminatory?
IY Chen, FD Johansson, D Sontag
Neural Information Processing Systems (NeurIPS) 2018, 3543-3554, 2018
3102018
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
180*2020
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
1672019
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
1162020
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
108*2020
Practical guidance on artificial intelligence for health-care data
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
The Lancet Digital Health 1 (4), e157-e159, 2019
592019
Treating health disparities with artificial intelligence
IY Chen, S Joshi, M Ghassemi
Nature medicine 26 (1), 16-17, 2020
552020
Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations
L Seyyed-Kalantari, H Zhang, M McDermott, IY Chen, M Ghassemi
Nature medicine 27 (12), 2176-2182, 2021
452021
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
422019
Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph
IY Chen, M Agrawal, S Horng, D Sontag
Pacific Symposium of Biocomputing 2020, 2019
332019
Probabilistic Machine Learning for Healthcare
IY Chen, S Joshi, M Ghassemi, R Ranganath
Annual Review of Biomedical Data Science 4, 2020
222020
Turning the crank for machine learning: ease, at what expense?
TJ Pollard, I Chen, J Wiens, S Horng, D Wong, M Ghassemi, H Mattie, ...
The Lancet Digital Health 1 (5), e198-e199, 2019
152019
Intimate Partner Violence and Injury Prediction From Radiology Reports
IY Chen, E Alsentzer, H Park, R Thomas, B Gosangi, R Gujrathi, ...
Pacific Symposium of Biocomputing 2021, 2020
82020
We should treat algorithms like prescription drugs
A Coravos, I Chen, A Gordhandas, AD Stern
Quartz, 2019
72019
The Potential For Bias In Machine Learning And Opportunities For Health Insurers To Address It
SS Gervasi, IY Chen, A Smith-McLallen, D Sontag, Z Obermeyer, ...
Health Affairs 41 (2), 212-218, 2022
62022
Recognizing isolated ulnar fractures as potential markers for intimate partner violence
B Khurana, D Sing, R Gujrathi, A Keraliya, CP Bay, I Chen, SE Seltzer, ...
Journal of the American College of Radiology 18 (8), 1108-1117, 2021
62021
Machine learning for health (ML4H) workshop at NeurIPS 2018
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
Workshop proceedings, 2018
52018
Machine Learning Approaches for Equitable Healthcare
IY Chen
Massachusetts Institute of Technology, 2022
2022
Reply to:‘Potential sources of dataset bias complicate investigation of underdiagnosis by machine learning algorithms’ and ‘Confounding factors need to be accounted for in …
L Seyyed-Kalantari, H Zhang, M McDermott, IY Chen, M Ghassemi
Nature Medicine 28 (6), 1161-1162, 2022
2022
Longitudinal imaging history in early identification of intimate partner violence
H Park, R Gujrathi, B Gosangi, R Thomas, T Cai, I Chen, C Bay, N Hassan, ...
European radiology 32 (4), 2824-2836, 2022
2022
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