Title
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 8 131 0 13 Oct 2020
M3Lung-Sys: A Deep Learning System for Multi-Class Lung Pneumonia Screening from CT Imaging Xuelin Qian Huazhu Fu Weiya Shi Tao Chen Yanwei Fu F. Shan Xiangyang Xue 35 51 0 07 Oct 2020
Utilizing Transfer Learning and a Customized Loss Function for Optic Disc Segmentation from Retinal Images Abdullah Sarhan Ali Al-KhazÁly Adam Gorner Andrew Swift J. Rokne R. Alhajj A. Crichton 17 9 0 01 Oct 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 11 60 0 26 Sep 2020
Fundus Image Analysis for Age Related Macular Degeneration: ADAM-2020 Challenge Report Sharath M. Shankaranarayana MedIm 32 1 0 03 Sep 2020
Encoding Structure-Texture Relation with P-Net for Anomaly Detection in Retinal Images Kang Zhou Yuting Xiao Jianlong Yang Jun Cheng Wen Liu Weixin Luo Zaiwang Gu Jiang-Dong Liu Shenghua Gao MedIm 44 115 0 09 Aug 2020
Difficulty-aware Glaucoma Classification with Multi-Rater Consensus Modeling Shuang Yu Hong-Yu Zhou Kai Ma Cheng Bian Chunyan Chu Hanruo Liu Yefeng Zheng 13 27 0 29 Jul 2020
MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint Xinpeng Xie Jiawei Chen Yuexiang Li Linlin Shen Kai Ma Yefeng Zheng GAN MedIm 19 17 0 22 Jul 2020
Retinal Image Segmentation with a Structure-Texture Demixing Network Shihao Zhang Huazhu Fu Yanwu Xu Yanxia Liu Mingkui Tan 14 11 0 15 Jul 2020
Pathological myopia classification with simultaneous lesion segmentation using deep learning Ruben Hemelings B. Elen Matthew B. Blaschko J. Jacob Ingeborg Stalmans P. Boever 10 51 0 04 Jun 2020
G1020: A Benchmark Retinal Fundus Image Dataset for Computer-Aided Glaucoma Detection Muhammad Naseer Bajwa Gurbinder Singh Wolfgang Neumeier M. I. Malik Andreas Dengel Sheraz Ahmed 11 75 0 28 May 2020
Modeling and Enhancing Low-quality Retinal Fundus Images Ziyi Shen Huazhu Fu Jianbing Shen Ling Shao MedIm 30 7 0 12 May 2020
AGE Challenge: Angle Closure Glaucoma Evaluation in Anterior Segment Optical Coherence Tomography Huazhu Fu Fei Li Xu Sun Xingxing Cao J. Liao ... Yan Kong Yongyong Ren Hrvoje Bogunović Xiulan Zhang Yanwu Xu 32 58 0 05 May 2020
Regression and Learning with Pixel-wise Attention for Retinal Fundus Glaucoma Segmentation and Detection Peng Liu R. Fang 28 3 0 06 Jan 2020
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang Dinggang Shen 19 26 0 21 May 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 26 379 0 28 Feb 2019
Towards a glaucoma risk index based on simulated hemodynamics from fundus images J. Orlando J. Barbosa-Breda K. V. Keer Matthew B. Blaschko P. Blanco C. Bulant 58 79 0 25 May 2018
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 352 10,639 0 19 Feb 2017
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 260 1,495 0 30 Nov 2016