Irene Y. Chen
Irene Y. Chen
PhD Student, MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Why Is My Classifier Discriminatory?
IY Chen, FD Johansson, D Sontag
Advances in Neural Information Processing Systems, 3543-3554, 2018
702018
Opportunities in machine learning for healthcare
M Ghassemi, T Naumann, P Schulam, AL Beam, IY Chen, R Ranganath
arXiv preprint arXiv:1806.00388, 2018
272018
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
152019
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
82019
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
32019
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
22019
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
22019
We should treat algorithms like prescription drugs
A Coravos, I Chen, A Gordhandas, AD Stern
Quartz, 2019
22019
Machine learning for health (ML4H) workshop at NeurIPS 2018
N Antropova, AL Beam, BK Beaulieu-Jones, I Chen, C Chivers, A Dalca, ...
arXiv preprint arXiv:1811.07216, 2018
22018
Treating health disparities with artificial intelligence
IY Chen, S Joshi, M Ghassemi
Nature Medicine 26 (1), 16-17, 2020
12020
Correction to Lancet Digital Health 2019; 1: e198–99
TJ Pollard, I Chen, J Wiens
Lancet 1, e198-99, 2019
2019
Supplementary Materials for Robustly Extracting Medical Knowledge from EHRs: A Case Study of Learning a Health Knowledge Graph
IY Chen, M Agrawal, S Horng, D Sontag
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Articles 1–12