Chen, Irene Y.

Underdiagnosis bias of artificial intelligence algorithms applied to chest radiographs in under-served patient populations

Seyyed-Kalantari, L., Zhang, H., McDermott, M. B. A., Chen, I. Y., & Ghassemi, M. (2021) · Nature Medicine

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 928

Ethical Machine Learning in Healthcare

Chen, I. Y., Pierson, E., Rose, S., Joshi, S., Ferryman, K., & Ghassemi, M. (2021) · Annual Review of Biomedical Data Science

Ethics and Social Impacts of AIArtificial Intelligence in Healthcare and Education

Cited by 645

Can AI Help Reduce Disparities in General Medical and Mental Health Care?

Chen, I. Y., Peter Szolovits, B., & Ghassemi, M. (2019) · AMA Journal of Ethics

Ethics and Social Impacts of AIMachine Learning in Healthcare

Cited by 401

CheXclusion: Fairness gaps in deep chest X-ray classifiers

Seyyed-Kalantari, L., Liu, G., McDermott, M., Chen, I. Y., & Ghassemi, M. (2020) · Biocomputing 2021

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 275

Treating health disparities with artificial intelligence

Chen, I. Y., Joshi, S., & Ghassemi, M. (2020) · Nature Medicine

Artificial Intelligence in Healthcare and EducationEthics and Social Impacts of AI

Cited by 235

Why is my classifier discriminatory?

Chen, I., Johansson, F. D., & Sontag, D. (2018) · arXiv

Ethics and Social Impacts of AIExplainable Artificial Intelligence (XAI)

Cited by 185

Machine learning identifies clusters of longitudinal autoantibody profiles predictive of systemic lupus erythematosus disease outcomes

Choi, M. Y., Chen, I., Clarke, A. E., Fritzler, M. J., Buhler, K. A., Urowitz, M., Hanly, J., St-Pierre, Y., Gordon, C., Bae, S.-C., et al. (2023) · Annals of the Rheumatic Diseases

Systemic Lupus Erythematosus ResearchSystemic Sclerosis and Related Diseases

Cited by 89

Quantifying Device Type and Handedness Biases in a Remote Parkinson's Disease AI‐Powered Assessment

Tumpa, Z. N., Zawad, M. R. S., Sollis, L., Parab, S., Chen, I. Y., & Washington, P. (2025) · npj Digital Medicine

Artificial Intelligence in HealthcareEthics and Social Impacts of AI

Cited by 4