Learning to Segment using Summary Statistics and Weak Supervision

Omkar Kulkarni, Edward Raff, Tim Oates

Medical experts often manually segment images to obtain diagnostic statistics and discard the resulting annotations. We aim to train segmentation models to alleviate this burden, b…