Computer Vision and Pattern Recognition · Computer Science
Web Applicable Computer-aided Diagnosis of Glaucoma Using Deep Learning
Mijung Kim, Olivier Janssens, Ho-min Park, Jasper Zuallaert +2
2019-04-05
Image and Video Processing · Electrical Eng. & Systems
Real-Time Glaucoma Detection from Digital Fundus Images using Self-ONNs
Ozer Can Devecioglu, Junaid Malik, Turker Ince, Serkan Kiranyaz +2
2021-09-29
Computer Vision and Pattern Recognition · Computer Science
Enhanced Optic Disk and Cup Segmentation with Glaucoma Screening from Fundus Images using Position encoded CNNs
Vismay Agrawal, Avinash Kori, Varghese Alex, Ganapathy Krishnamurthi
2018-09-17
Image and Video Processing · Electrical Eng. & Systems
Deep Learning based Framework for Automatic Diagnosis of Glaucoma based on analysis of Focal Notching in the Optic Nerve Head
Sneha Dasgupta, Rishav Mukherjee, Kaushik Dutta, Anindya Sen
2021-12-13
Image and Video Processing · Electrical Eng. & Systems
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks
Gabriel García, Rocío del Amor, Adrián Colomer, Valery Naranjo
2020-06-02
Computer Vision and Pattern Recognition · Computer Science
A feature agnostic approach for glaucoma detection in OCT volumes
Stefan Maetschke, Bhavna Antony, Hiroshi Ishikawa, Gadi Wollstein +2
2019-10-25
Computer Vision and Pattern Recognition · Computer Science
Disc-aware Ensemble Network for Glaucoma Screening from Fundus Image
Huazhu Fu, Jun Cheng, Yanwu Xu, Changqing Zhang +3
2018-05-22
Computer Vision and Pattern Recognition · Computer Science
Automatic detection of glaucoma via fundus imaging and artificial intelligence: A review
Lauren Coan, Bryan Williams, Krishna Adithya Venkatesh, Swati Upadhyaya +5
2022-04-13
Image and Video Processing · Electrical Eng. & Systems
GARDNet: Robust Multi-View Network for Glaucoma Classification in Color Fundus Images
Ahmed Al Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub
2022-08-02
Computer Vision and Pattern Recognition · Computer Science
2sRanking-CNN: A 2-stage ranking-CNN for diagnosis of glaucoma from fundus images using CAM-extracted ROI as an intermediate input
Tae Joon Jun, Dohyeun Kim, Hoang Minh Nguyen, Daeyoung Kim +1
2018-07-05
Image and Video Processing · Electrical Eng. & Systems
EDDense-Net: Fully Dense Encoder Decoder Network for Joint Segmentation of Optic Cup and Disc
Mehwish Mehmood, Khuram Naveed, Khursheed Aurangzeb, Haroon Ahmed Khan +2
2023-11-27
Image and Video Processing · Electrical Eng. & Systems
GONet: A Generalizable Deep Learning Model for Glaucoma Detection
Or Abramovich, Hadas Pizem, Jonathan Fhima, Eran Berkowitz +7
2025-02-28
Computer Vision and Pattern Recognition · Computer Science
Multi-Context Deep Network for Angle-Closure Glaucoma Screening in Anterior Segment OCT
Huazhu Fu, Yanwu Xu, Stephen Lin, Damon Wing Kee Wong +4
2018-09-11
Image and Video Processing · Electrical Eng. & Systems
Monocular Retinal Depth Estimation and Joint Optic Disc and Cup Segmentation using Adversarial Networks
Sharath M Shankaranarayana, Keerthi Ram, Kaushik Mitra, Mohanasankar Sivaprakasam
2020-07-16
Image and Video Processing · Electrical Eng. & Systems
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression
Hina Raja, Taimur Hassan, Muhammad Usman Akram, Naoufel Werghi
2020-11-22
Computer Vision and Pattern Recognition · Computer Science
REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer +28
2019-10-10
Computer Vision and Pattern Recognition · Computer Science
Deep Learning and Glaucoma Specialists: The Relative Importance of Optic Disc Features to Predict Glaucoma Referral in Fundus Photos
Sonia Phene, R. Carter Dunn, Naama Hammel, Yun Liu +16
2020-06-03
Computer Vision and Pattern Recognition · Computer Science
Two-stage framework for optic disc localization and glaucoma classification in retinal fundus images using deep learning
Muhammad Naseer Bajwa, Muhammad Imran Malik, Shoaib Ahmed Siddiqui, Andreas Dengel +3
2020-06-01
Image and Video Processing · Electrical Eng. & Systems
Segmentation-based Information Extraction and Amalgamation in Fundus Images for Glaucoma Detection
Yanni Wang, Gang Yang, Dayong Ding, Jianchun Zao
2022-09-26