Improving Segmentation and Detection of Lesions in CT Scans Using Intensity Distribution Supervision

Seung Yeon Shin, Thomas C. Shen, Ronald M. Summers

We propose a method to incorporate the intensity information of a target lesion on CT scans in training segmentation and detection networks. We first build an intensity-based lesio…