Concepedia

Shalmali Joshi

SJ

16

Publications

1.1K

Citations

13

H-Index

2016

Active since

Affiliations

University of Toronto(Current)

Vector Institute

Hospital for Sick Children

Harvard University Press

Canadian Institute for Advanced Research

Shalmali Joshi is an author at University of Toronto specializing in machine learning, public health, and health informatics.

Top concepts

Machine LearningPublic HealthHealth InformaticsEngineeringData SciencePredictive AnalyticsMedicineComputer ScienceArtificial IntelligenceNursing

Publications per year

2016–2023

16

Publications

16

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 · 245 citations · Full text

Artificial Intelligence, Algorithmic Fairness Solutions, Engineering +25

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

Sana Tonekaboni, Shalmali Joshi, Melissa D. McCradden et al. · arXiv (Cornell University) · 2019 · 238 citations · Full text

Machine Learning, Clinical Specialties, Explainable Machine Learning +20

Treating health disparities with artificial intelligence

Irene Y. Chen, Shalmali Joshi, Marzyeh Ghassemi · Nature Medicine · 2020 · 197 citations

Health Care Disparity, Health Disparities, Health Equity +5

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 · 95 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +24

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 · 95 citations · Full text

Machine Learning, Research Ethics, Bias +19

Rows per page

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