Concepedia

Shalmali Joshi

SJ

Statistics

Publications

19

Citations

1.3K

H-Index

15

Active since

2016

Affiliations

University of Toronto(Current)

Vector Institute

Hospital for Sick Children

Columbia University

Harvard University Press

Shalmali Joshi is an author at University of Toronto specializing in computing, machine learning, and computer science.

Publications per year

2016–2025

19

Publications

19

Ethical limitations of algorithmic fairness solutions in health care machine learning

Melissa D. McCradden, Shalmali Joshi, Mjaye Mazwi et al. · The Lancet Digital Health · 2020 · 269 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

What Clinicians Want: Contextualizing Explainable Machine Learning for Clinical End Use

Sana Tonekaboni, Shalmali Joshi, Melissa D. McCradden et al. · arXiv (Cornell University) · 2019 · 242 citations · Full text

Computing, Health Informatics, Clinical Decision Support +13

Treating health disparities with artificial intelligence

Irene Y. Chen, Shalmali Joshi, Marzyeh Ghassemi · Nature Medicine · 2020 · 218 citations

Computing, Health Informatics, Artificial Intelligence +6

Patient safety and quality improvement: Ethical principles for a regulatory approach to bias in healthcare machine learning

Melissa D. McCradden, Shalmali Joshi, James A. Anderson et al. · Journal of the American Medical Informatics Association · 2020 · 105 citations · Full text

Computing, Health Informatics, Machine Learning +16

Towards Realistic Individual Recourse and Actionable Explanations in Black-Box Decision Making Systems

Shalmali Joshi, Oluwasanmi Koyejo, Warut D. Vijitbenjaronk et al. · arXiv (Cornell University) · 2019 · 96 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

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