no code implementations • 4 Nov 2022 • Yucong Lin, Jinhua Su, Yuhang Li, Yuhao Wei, Hanchao Yan, Saining Zhang, Jiaan Luo, Danni Ai, Hong Song, Jingfan Fan, Tianyu Fu, Deqiang Xiao, Feifei Wang, Jue Hou, Jian Yang
Deep learning methods have contributed substantially to the rapid advancement of medical image segmentation, the quality of which relies on the suitable design of loss functions.
no code implementations • 13 Feb 2018 • Jingfan Fan, Xiaohuan Cao, Pew-Thian Yap, Dinggang Shen
In this paper, we propose a deep learning approach for image registration by predicting deformation from image appearance.