Scholar
Judy Wawira Gichoya
Google Scholar ID: 63WN_bEAAAAJ
Emory University
Health informatics
Radiology
Artificial Intelligence
Global Health
FAIR AI
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Citations & Impact
All-time
Citations
7,118
H-index
39
i10-index
106
Publications
20
Co-authors
79
list available
Contact
Twitter
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Publications
3 items
Mammo-FM: Breast-specific foundational model for Integrated Mammographic Diagnosis, Prognosis, and Reporting
2025
Cited
0
Critical Appraisal of Fairness Metrics in Clinical Predictive AI
2025
Cited
0
In the Picture: Medical Imaging Datasets, Artifacts, and their Living Review
2025
Cited
0
Resume (English only)
Background
Assistant Professor of Radiology & Imaging Sciences at Emory University
National Institutes of Health (NIH) Data Scholar – Fogarty Institute / NBIB
Research interests in translational informatics and innovation
Studies how machine learning algorithms fail in real-world clinical settings
Focuses on explainability and robustness of AI
Explores fairness and accountability of AI systems
Domain expertise in design thinking and value-based design for digital health systems
Co-authors
79 total
Hari Trivedi
Emory University
Leo Anthony Celi
Massachusetts Institute of Technology
Imon Banerjee
Mayo Clinic, AZ
Saptarshi Purkayastha
Indiana University Indianapolis
Janice Newsome MD FSIR
Emory University
Co-author 6
Laleh Seyyed-Kalantari
Assistant Professor, York University, Vector Institute
Co-author 8
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