Multi-Label Retinal Disease Classification using Transformers

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Multi-Label Retinal Disease Classification using Transformers

5 July 2022

Manuel A. Rodríguez

Hasan Al-Marzouqi

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Papers citing "Multi-Label Retinal Disease Classification using Transformers"

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Title
Retinal Fundus Multi-Disease Image Classification using Hybrid CNN-Transformer-Ensemble Architectures Deependra Singh Saksham Agarwal Subhankar Mishra MedIm 51 0 0 27 Mar 2025
Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review Mahtab Faraji Homa Rashidisabet George R. Nahass R. Chan Thasarat S Vajaranant Darvin Yi 80 0 0 07 Nov 2024
Automatic Differential Diagnosis using Transformer-Based Multi-Label Sequence Classification Abu Adnan Sadi Mohammad Ashrafuzzaman Khan Lubaba Binte Saber 62 0 0 28 Aug 2024
CoBooM: Codebook Guided Bootstrapping for Medical Image Representation Learning Azad Singh Deepak Mishra SSL 92 1 0 08 Aug 2024
VisionUnite: A Vision-Language Foundation Model for Ophthalmology Enhanced with Clinical Knowledge Zihan Li Diping Song Zefeng Yang Deming Wang Fei Li Xiulan Zhang P. E. Kinahan Yu Qiao VLM LM&MA 74 4 0 05 Aug 2024
Explainable AI: Comparative Analysis of Normal and Dilated ResNet Models for Fundus Disease Classification P. N. Karthikayan Yoga Sri Varshan V Hitesh Gupta Kattamuri Umarani Jayaraman MedIm 28 2 0 07 Jul 2024
Adaptive Multiscale Retinal Diagnosis: A Hybrid Trio-Model Approach for Comprehensive Fundus Multi-Disease Detection Leveraging Transfer Learning and Siamese Networks Yavuz Selim Inan 41 2 0 28 May 2024
Deep Learning for Multi-Label Learning: A Comprehensive Survey A. Tarekegn M. Ullah F. A. Cheikh AI4TS 132 11 0 29 Jan 2024
ECAMP: Entity-centered Context-aware Medical Vision Language Pre-training Rongsheng Wang Qingsong Yao Zihang Jiang Zhiyang He Xiaodong Tao Zihang Jiang S.Kevin Zhou MedIm VLM 105 6 0 20 Dec 2023
PMP-Swin: Multi-Scale Patch Message Passing Swin Transformer for Retinal Disease Classification Zhihan Yang Zhiming Cheng Tengjin Weng Shucheng He Yaqi Wang Xin Ye Shuai Wang MedIm 38 1 0 20 Nov 2023