Towards more precise automatic analysis: a comprehensive survey of deep learning-based multi-organ segmentation

no code implementations • 1 Mar 2023 • Xiaoyu Liu, Linhao Qu, Ziyue Xie, Jiayue Zhao, Yonghong Shi, Zhijian Song

Accurate segmentation of multiple organs of the head, neck, chest, and abdomen from medical images is an essential step in computer-aided diagnosis, surgical navigation, and radiation therapy.

Organ Segmentation Segmentation

Residual Block-based Multi-Label Classification and Localization Network with Integral Regression for Vertebrae Labeling

no code implementations • 1 Jan 2020 • Chunli Qin, Demin Yao, Han Zhuang, Hui Wang, Yonghong Shi, Zhijian Song

Accurate identification and localization of the vertebrae in CT scans is a critical and standard preprocessing step for clinical spinal diagnosis and treatment.

General Classification Multi-Label Classification +1