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
Neural Information Processing Systems (NeurIPS) 2018, 3543-3554, 2018
1452018
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
63*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
622019
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
262019
Treating health disparities with artificial intelligence
IY Chen, S Joshi, M Ghassemi
Nature medicine 26 (1), 16-17, 2020
212020
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
182019
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
152020
Ethical Machine Learning in Health
IY Chen, E Pierson, S Rose, S Joshi, K Ferryman, M Ghassemi
arXiv preprint arXiv:2009.10576, 2020
11*2020
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
82019
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
52019
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
42018
Probabilistic Machine Learning for Healthcare
IY Chen, S Joshi, M Ghassemi, R Ranganath
Annual Review of Biomedical Data Science 4, 2020
32020
We should treat algorithms like prescription drugs
A Coravos, I Chen, A Gordhandas, AD Stern
Quartz, 2019
32019
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
12020
Clustering Left-Censored Multivariate Time-Series
IY Chen, RG Krishnan, D Sontag
arXiv preprint arXiv:2102.07005, 2021
2021
Medical imaging algorithms exacerbate biases in underdiagnosis
L Seyyed-Kalantari, G Liu, M McDermott, I Chen, M Ghassemi
2021
Turning the crank for machine learning: ease, at what expense?(vol 1, pg 198, 2019)
TJ Pollard, I Chen, J Wiens
LANCET DIGITAL HEALTH 1 (6), E260-E260, 2019
2019
Correction to Lancet Digital Health 2019; 1: e198–99
TJ Pollard, I Chen, J Wiens
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 1–19