Ali Hatamizadeh, Assaf Hoogi, Debleena Sengupta, Wuyue Lu, Brian Wilcox...
TL;DR本文提出了一种基于 Convolutional Neural Networks 和 Active Contour Models 的 Deep Active Lesion Segmentation (DALS) 框架用于器官病变分割,该框架在新的 Multiorgan Lesion Segmentation (MLS) 数据集上取得了比竞争方法更好的性能。
Abstract
lesion segmentation is an important problem in computer-assisted diagnosis that remains challenging due to the prevalence of low contrast, irregular boundaries that are unamenable to shape priors. We introduce Deep Active →