Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study
Intersection of Performance, Interpretability, and Fairness in Neural Prototype Tree for Chest X-Ray Pathology Detection: Algorithm Development and Validation Study
Hongbo Chen
1
, MSc ;
Myrtede Alfred
1
, PhD ;
Andrew D Brown
2
, MD ;
Angela Atinga
3
, MD ;
Eldan Cohen
1
, PhD
1
Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ON, Canada
2
St Michael's Hospital, Toronto, ON, Canada
3
Sunnybrook Health Sciences Centre, Toronto, ON, Canada
Corresponding Author:
-
Eldan Cohen, PhD
-
Department of Mechanical and Industrial Engineering
-
University of Toronto
-
27 King's College Cir
-
Toronto, ON
-
Canada
-
Phone:
1 416-978-4184
-
Email: ecohen@mie.utoronto.ca