One-Shot Data Selection for Medical Image Classification via Graph Coverage

Zahiriddin Rustamov, Nadia Badawi, Rafat Damseh +1

Training medical image classifiers on entire datasets is wasteful when annotation budgets are limited: not all samples contribute equally, yet acquiring expert labels is expensive.…