Application of Deep Learning in Fundus Image Processing for Ophthalmic
Diagnosis -- A Review

Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review

9 December 2018

Amitojdeep Singh

Henry A. Leopold

Vasudevan Lakshminarayanan

Papers citing "Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review"

10 / 10 papers shown

Title
A Foundation Language-Image Model of the Retina (FLAIR): Encoding Expert Knowledge in Text Supervision Julio Silva-Rodríguez H. Chakor Riadh Kobbi Jose Dolz Ismail Ben Ayed VLM MedIm 69 33 0 15 Aug 2023
Eye tracking guided deep multiple instance learning with dual cross-attention for fundus disease detection Hongyang Jiang Jingqi Huang Chen Tang Xiaoqin Zhang Mengdi Gao Jiang-Dong Liu 27 2 0 25 Apr 2023
The Three-Dimensional Structural Configuration of the Central Retinal Vessel Trunk and Branches as a Glaucoma Biomarker S. Panda Haris Cheong T. A. Tun Thanadet Chuangsuwanich A. Kadziauskiene ... S. Perera Ching-Yu Cheng Tin Aung Alexandre Hoang Thiery M. Girard 24 13 0 07 Nov 2021
Automated Detection and Diagnosis of Diabetic Retinopathy: A Comprehensive Survey Vasudevan Lakshminarayanan Hoda Kheradfallah Arya Sarkar J. Balaji 42 74 0 30 Jun 2021
A Benchmark of Ocular Disease Intelligent Recognition: One Shot for Multi-disease Detection Ning Li Tao Li Chunyu Hu Kai Wang Hong Kang 22 85 0 16 Feb 2021
Multi-modal, multi-task, multi-attention (M3) deep learning detection of reticular pseudodrusen: towards automated and accessible classification of age-related macular degeneration Qingyu Chen T. Keenan Alexis Allot Yifan Peng Elvira Agrón ... Chantal Cousineau-Krieger W. Wong Yingying Zhu E. Chew Zhiyong Lu MedIm 28 20 0 09 Nov 2020
Quantitative and Qualitative Evaluation of Explainable Deep Learning Methods for Ophthalmic Diagnosis Amitojdeep Singh J. Balaji M. Rasheed Varadharajan Jayakumar R. Raman Vasudevan Lakshminarayanan BDL XAI FAtt 6 29 0 26 Sep 2020
Explainable deep learning models in medical image analysis Amitojdeep Singh S. Sengupta Vasudevan Lakshminarayanan XAI 29 482 0 28 May 2020
OCTID: Optical Coherence Tomography Image Database Peyman Gholami Priyanka Roy M. K. Parthasarathy Vasudevan Lakshminarayanan 13 115 0 17 Dec 2018
Deep image mining for diabetic retinopathy screening G. Quellec K. Charrière Yassine Boudi B. Cochener M. Lamard MedIm 36 413 0 22 Oct 2016