Two-stage framework for optic disc localization and glaucoma
classification in retinal fundus images using deep learning

Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning

28 May 2020

Muhammad Naseer Bajwa

Shoaib Ahmed Siddiqui

Wolfgang Neumeier

Papers citing "Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning"

12 / 12 papers shown

Title
AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review Yuki Hagiwara Octavia-Andreea Ciora Maureen Monnet Gino Lancho J. Lorenz 27 0 0 21 Oct 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 38 0 0 08 Mar 2024
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 42 9 0 31 Jul 2023
ExpNet: A unified network for Expert-Level Classification Junde Wu Huihui Fang Yehui Yang Yu Zhang Haoyi Xiong Huazhu Fu Yanwu Xu 30 0 0 29 Nov 2022
Calibrate the inter-observer segmentation uncertainty via diagnosis-first principle Junde Wu Huihui Fang Hoayi Xiong Lixin Duan Mingkui Tan Weihua Yang Huiying Liu Yanwu Xu MedIm 53 1 0 05 Aug 2022
Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Muhammad Hassan Haifei Guan Aikaterini Melliou Yuqi Wang Qianhui Sun ... Qi Huang Jiefu Tan Qinwang Xing Peiwu Qin Dongmei Yu NAI 52 14 0 31 Jul 2022
Automating Detection of Papilledema in Pediatric Fundus Images with Explainable Machine Learning Kleanthis Avramidis M. Rostami Melinda Y. Chang Shrikanth Narayanan 21 5 0 10 Jul 2022
SeATrans: Learning Segmentation-Assisted diagnosis model via Transformer Junde Wu Huihui Fang Fangxin Shang Dalu Yang Zhao-Yang Wang Jing Gao Yehui Yang Yanwu Xu MedIm ViT 43 19 0 12 Jun 2022
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening Huihui Fang Fei Li Junde Wu Huazhu Fu Xu Sun ... Jian Yang J. Orlando Hrvoje Bogunović Xiulan Zhang Yanwu Xu 37 28 0 18 Feb 2022
Opinions Vary? Diagnosis First! Junde Wu Huihui Fang Dalu Yang Binghong Wu Wenshuo Zhou Fangxin Shang Yehui Yang Yanwu Xu 35 3 0 14 Feb 2022
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
On Interpretability of Deep Learning based Skin Lesion Classifiers using Concept Activation Vectors Adriano Lucieri Muhammad Naseer Bajwa S. Braun M. I. Malik Andreas Dengel Sheraz Ahmed MedIm 165 64 0 05 May 2020