Cooperative Low-Rank Models for Removing Stripe Noise From OCTA Images. - Xiyin Wu; Dongxu Gao; David Borroni; Savita Madhusudhan; Zhong Jin; Yalin Zheng (IEEE J. Biomed. Health Informatics, 2020)

Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency. - Yanda Meng; Xu Chen 030; Hongrun Zhang; Yitian Zhao; Dongxu Gao; Barbra Hamill; Godhuli Patri; Tunde Peto; Savita Madhusudhan; Yalin Zheng (MICCAI (4), 2022)

Dual Consistency Enabled Weakly and Semi-Supervised Optic Disc and Cup Segmentation With Dual Adaptive Graph Convolutional Networks. - Yanda Meng; Hongrun Zhang; Yitian Zhao; Dongxu Gao; Barbra Hamill; Godhuli Patri; Tunde Peto; Savita Madhusudhan; Yalin Zheng (IEEE Trans. Medical Imaging, 2023)

Making Deep Learning Models Clinically Useful - Improving Diagnostic Confidence in Inherited Retinal Disease with Conformal Prediction. - Biraja Ghoshal; William Woof; Bernardo Mendes; Saoud Al-Khuzaei; Thales Antonio Cabral De Guimaraes; Malena Daich Varela; Yichen Liu; Sagnik Sen 003; Siying Lin; Mital Shah; Yu Fujinami-Yokokawa; Andrew R. Webster; et al. (UNSURE@MICCAI, 2024)

Multi-granularity learning of explicit geometric constraint and contrast for label-efficient medical image segmentation and differentiable clinical function assessment. - Yanda Meng; Yuchen Zhang; Jianyang Xie; Jinming Duan 001; Martha Joddrell; Savita Madhusudhan; Tunde Peto; Yitian Zhao; Yalin Zheng (Medical Image Anal., 2024)