Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using
Tailored Prototypical Neural Networks

Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks

25 June 2021

Gabriel García

Rocío del Amor

Adrián Colomer

J. Morales-Sánchez

Papers citing "Circumpapillary OCT-Focused Hybrid Learning for Glaucoma Grading Using Tailored Prototypical Neural Networks"

19 / 19 papers shown

Title
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 238 697 0 10 Oct 2020
Clinically Verified Hybrid Deep Learning System for Retinal Ganglion Cells Aware Grading of Glaucomatous Progression H. Raja Taimur Hassan M. Akram Naoufel Werghi 38 38 0 08 Oct 2020
Glaucoma Detection From Raw Circumapillary OCT Images Using Fully Convolutional Neural Networks Gabriel García Rocío del Amor Adrián Colomer Valery Naranjo 20 22 0 29 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 118 4,505 0 23 Apr 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 208 18,607 0 13 Feb 2020
Finding New Diagnostic Information for Detecting Glaucoma using Neural Networks Erfan Noury Suria S. Mannil R. Chang A. Ran C. Cheung ... M. Riyazuddin Dolly Chang Sriharsha Nagaraj Clement C. Tham R. Zadeh 26 3 0 14 Oct 2019
Unifying Structure Analysis and Surrogate-driven Function Regression for Glaucoma OCT Image Screening Xi Wang Hao Chen Luyang Luo A. Ran Poemen P. Chan Clement C. Tham C. Cheung Pheng-Ann Heng 16 9 0 26 Jul 2019
Transferrable Prototypical Networks for Unsupervised Domain Adaptation Yingwei Pan Ting Yao Yehao Li Yu Wang Chong-Wah Ngo Tao Mei 71 342 0 25 Apr 2019
OCTID: Optical Coherence Tomography Image Database Peyman Gholami Priyanka Roy M. K. Parthasarathy Vasudevan Lakshminarayanan 43 118 0 17 Dec 2018
Performance assessment of the deep learning technologies in grading glaucoma severity Yi Zhen Lei Wang Han Liu Jian Zhang J. Pu 23 13 0 31 Oct 2018
A feature agnostic approach for glaucoma detection in OCT volumes S. Maetschke B. Antony H. Ishikawa Gadi Wollstein Joel S. Schuman Rahil Garvani 36 168 0 12 Jul 2018
DRUNET: A Dilated-Residual U-Net Deep Learning Network to Digitally Stain Optic Nerve Head Tissues in Optical Coherence Tomography Images S. Devalla Prajwal K R B. K. Sreedhar S. Perera J. Mari ... T. A. Tun N. Strouthidis Tin Aung Alexandre Hoang Thiery M. Girard 29 50 0 01 Mar 2018
Deep Learning based Retinal OCT Segmentation M. Pekala Neil J. Joshi D. E. Freund N. Bressler D. DeBuc Philippe Burlina 45 169 0 29 Jan 2018
Semi-Supervised and Active Few-Shot Learning with Prototypical Networks Rinu Boney Alexander Ilin VLM 44 27 0 29 Nov 2017
Gaussian Prototypical Networks for Few-Shot Learning on Omniglot Stanislav Fort 33 81 0 09 Aug 2017
Binary Generative Adversarial Networks for Image Retrieval Jingkuan Song GAN 101 192 0 08 Aug 2017
Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning? Nima Tajbakhsh Jae Y. Shin S. Gurudu R. T. Hurst Christopher B. Kendall Michael B. Gotway Jianming Liang 150 2,508 0 02 Jun 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 211 8,072 0 15 Mar 2017
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 161 9,266 0 14 Dec 2015