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Estimating Test Performance for AI Medical Devices under Distribution
  Shift with Conformal Prediction

Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction

12 July 2022
Charles Lu
Syed Rakin Ahmed
Praveer Singh
Jayashree Kalpathy-Cramer
    OOD
ArXiv (abs)PDFHTML

Papers citing "Estimating Test Performance for AI Medical Devices under Distribution Shift with Conformal Prediction"

2 / 2 papers shown
Title
On Temperature Scaling and Conformal Prediction of Deep Classifiers
On Temperature Scaling and Conformal Prediction of Deep Classifiers
Lahav Dabah
Tom Tirer
98
1
0
08 Feb 2024
Deploying clinical machine learning? Consider the following...
Deploying clinical machine learning? Consider the following...
Charles Lu
Kenglun Chang
Praveer Singh
S. Pomerantz
S. Doyle
Sujay S Kakarmath
Christopher P. Bridge
Jayashree Kalpathy-Cramer
128
4
0
14 Sep 2021
1