Changchun-Yang / conformal-triage

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Conformal Triage for Medical Imaging AI Deployment

Anastasios N. Angelopoulos*, Stuart R Pomerantz*, Synho Do*, Stephen Bates, Christopher P Bridge, Daniel C Elton, Michael H Lev, R Gilberto Gonzalez, Michael I Jordan, Jitendra Malik

This repository allows for reproducing the experiments in our paper.

The code is relatively simple. The plots can be reproduced by running notebooks/selective.ipynb from top to bottom. The tables can be reproduced by running python make_metrics.py in the root directory.

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