DDU-Nets: Distributed Dense Model for 3D MRI Brain Tumor Segmentation

no code implementations • 3 Mar 2020 • Hanxiao Zhang, Jingxiong Li, Mali Shen, Yaqi Wang, Guang-Zhong Yang

Segmentation of brain tumors and their subregions remains a challenging task due to their weak features and deformable shapes.

Brain Tumor Segmentation Segmentation +1

Artificial Intelligence in Surgery

no code implementations • 23 Dec 2019 • Xiao-Yun Zhou, Yao Guo, Mali Shen, Guang-Zhong Yang

Artificial Intelligence (AI) is gradually changing the practice of surgery with the advanced technological development of imaging, navigation and robotic intervention.

AirwayNet: A Voxel-Connectivity Aware Approach for Accurate Airway Segmentation Using Convolutional Neural Networks

no code implementations • 16 Jul 2019 • Yulei Qin, Mingjian Chen, Hao Zheng, Yun Gu, Mali Shen, Jie Yang, Xiaolin Huang, Yue-Min Zhu, Guang-Zhong Yang

Airway segmentation on CT scans is critical for pulmonary disease diagnosis and endobronchial navigation.

Segmentation