TL;DR本研究利用编码器 - 解码器结构,结合变分自编码器总体约束方法,从大量的 3D MRI 数据中,实现了对脑肿瘤细分的自动化分割,并在 BraTS 2018 挑战中获得了第一名。
Abstract
automated segmentation of brain tumors from 3D magnetic resonance images
(MRIs) is necessary for the diagnosis, monitoring, and treatment planning of
the disease. Manual delineation practices require anatomical k