Attention Based Glaucoma Detection: A Large-scale Database and CNN Model

26 March 2019

Papers citing "Attention Based Glaucoma Detection: A Large-scale Database and CNN Model"

50 / 61 papers shown

Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey L. J. L. Lopez Shaza Elsharief Dhiyaa Al Jorf Firas Darwish Congbo Ma Farah E. Shamout 101 0 0 04 May 2025
X-GAN: A Generative AI-Powered Unsupervised Model for High-Precision Segmentation of Retinal Main Vessels toward Early Detection of Glaucoma Cheng Huang Weizheng Xie Tsengdar Lee Jui-Kai Wang Karanjit S Kooner Jia Zhang 127 1 0 09 Mar 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs Che Liu C. Ouyang Zhongwei Wan Haozhe Wang Wenjia Bai Rossella Arcucci 58 1 0 25 Feb 2025
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends Duy M. Nguyen Hasan Md Tusfiqur Alam T. Nguyen Devansh Srivastav H. Profitlich Ngan Le Daniel Sonntag 34 2 0 07 Jan 2025
DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining Youssof Nawar Nouran Soliman Moustafa Wassel Mohamed ElHabebe Noha Adly Marwan Torki Ahmed Elmassry Islam Ahmed MedIm 75 0 0 04 Dec 2024
AI-Driven Approaches for Glaucoma Detection -- A Comprehensive Review Yuki Hagiwara Octavia-Andreea Ciora Maureen Monnet Gino Lancho J. Lorenz 18 0 0 21 Oct 2024
Continuous Pupillography: A Case for Visual Health Ecosystem Usama Younus Nirupam Roy 22 0 0 16 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 28 1 0 14 Oct 2024
Revisiting Deep Ensemble Uncertainty for Enhanced Medical Anomaly Detection Yi Gu Yi Lin Kwang-Ting Cheng Hao Chen UQCV 37 2 0 26 Sep 2024
Auxiliary Input in Training: Incorporating Catheter Features into Deep Learning Models for ECG-Free Dynamic Coronary Roadmapping Yikang Liu Lin Zhao Eric Z. Chen Xiao Chen Terrence Chen Shanhui Sun MedIm 41 0 0 28 Aug 2024
UrFound: Towards Universal Retinal Foundation Models via Knowledge-Guided Masked Modeling Kai Yu Yang Zhou Yang Bai Z. Soh Xinxing Xu Rick Siow Mong Goh Ching-Yu Cheng Yong Liu VLM 28 1 0 10 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 18 3 0 05 Aug 2024
Multi-Aperture Fusion of Transformer-Convolutional Network (MFTC-Net) for 3D Medical Image Segmentation and Visualization Siyavash Shabani Muhammad Sohaib Sahar A. Mohammed Bahram Parvin ViT MedIm 48 3 0 24 Jun 2024
A Dual Attention-aided DenseNet-121 for Classification of Glaucoma from Fundus Images Soham Chakraborty Ayush Roy Payel Pramanik Daria Valenkova Ram Sarkar MedIm 19 3 0 21 Jun 2024
Gaze-directed Vision GNN for Mitigating Shortcut Learning in Medical Image Shaoxuan Wu Xiao Zhang Bin Wang Zhuo Jin Hansheng Li Jun Feng MedIm 3DH 28 2 0 20 Jun 2024
GANetic Loss for Generative Adversarial Networks with a Focus on Medical Applications S. Akhmedova Nils Körber GAN MedIm 28 0 0 07 Jun 2024
Spatial-aware Attention Generative Adversarial Network for Semi-supervised Anomaly Detection in Medical Image Zerui Zhang Zhichao Sun Zelong Liu Bo Du Rui Yu Zhou Zhao Yongchao Xu GAN MedIm 41 3 0 21 May 2024
MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise Ruiqi Wu Chenran Zhang Jianle Zhang Yi Zhou Tao Zhou Huazhu Fu 41 8 0 20 May 2024
DeViDe: Faceted medical knowledge for improved medical vision-language pre-training Haozhe Luo Ziyu Zhou Corentin Royer Anjany Sekuboyina Bjoern H. Menze VLM ViT MedIm 46 7 0 04 Apr 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts Jiawen Zhu Guansong Pang VLM 58 35 0 11 Mar 2024
Multi-scale Spatio-temporal Transformer-based Imbalanced Longitudinal Learning for Glaucoma Forecasting from Irregular Time Series Images Xikai Yang Jian Wu Xi Wang Yuchen Yuan N. Wang Pheng-Ann Heng AI4TS MedIm 25 0 0 21 Feb 2024
Exploring the Transferability of a Foundation Model for Fundus Images: Application to Hypertensive Retinopathy Julio Silva-Rodríguez Jihed Chelbi Waziha Kabir H. Chakor Jose Dolz Ismail Ben Ayed Riadh Kobbi MedIm 43 0 0 27 Jan 2024
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
AnomalyCLIP: Object-agnostic Prompt Learning for Zero-shot Anomaly Detection Qihang Zhou Guansong Pang Yu Tian Shibo He Jiming Chen VLM 31 122 0 29 Oct 2023
UniBrain: Universal Brain MRI Diagnosis with Hierarchical Knowledge-enhanced Pre-training Jiayu Lei Lisong Dai Haoyun Jiang Chaoyi Wu Xiaoman Zhang ... Weidi Xie Yanyong Zhang Yuehua Li Ya-Qin Zhang Yanfeng Wang 18 10 0 13 Sep 2023
Harvard Glaucoma Detection and Progression: A Multimodal Multitask Dataset and Generalization-Reinforced Semi-Supervised Learning Yan Luo Minfei Shi Yu Tian T. Elze Mengyu Wang 21 14 0 25 Aug 2023
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 64 33 0 15 Aug 2023
Deep Learning and Computer Vision for Glaucoma Detection: A Review Mona Ashtari-Majlan Mohammad Mahdi Dehshibi David Masip 27 9 0 31 Jul 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 26 3 0 26 Jun 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 19 16 0 29 May 2023
Knowledge-enhanced Visual-Language Pre-training on Chest Radiology Images Xiaoman Zhang Chaoyi Wu Ya-Qin Zhang Yanfeng Wang Weidi Xie MedIm 32 120 0 27 Feb 2023
Oriented Object Detection in Optical Remote Sensing Images using Deep Learning: A Survey Kunlin Wang Zi Wang Zhang Li Ang Su Xichao Teng Minhao Liu Qifeng Yu Qifeng Yu ObjD 89 8 0 21 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng R. Li Octavia Camps Yun Fu 23 5 0 13 Feb 2023
MedKLIP: Medical Knowledge Enhanced Language-Image Pre-Training in Radiology Chaoyi Wu Xiaoman Zhang Ya-Qin Zhang Yanfeng Wang Weidi Xie LM&MA VLM 30 109 0 05 Jan 2023
WaveNets: Wavelet Channel Attention Networks Hadi Salman Caleb Parks Shizhan Hong J. Zhan 29 1 0 04 Nov 2022
Reconstructed Student-Teacher and Discriminative Networks for Anomaly Detection Shinji Yamada Satoshi Kamiya Kazuhiro Hotta 23 29 0 14 Oct 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 22 45 0 09 Oct 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics M. Prabhushankar Kiran Kokilepersaud Yash-yee Logan Stephanie Trejo Corona Ghassan AlRegib C. Wykoff 55 30 0 22 Sep 2022
Artifact-Tolerant Clustering-Guided Contrastive Embedding Learning for Ophthalmic Images Mingzhi Shi Anagha Lokhande Mojtaba Sedigh Fazli Vishal Sharma Yu Tian ... Michael V. Boland Nazlee Zebardast D. Friedman Lucy Q. Shen Mengyu Wang MedIm 15 1 0 02 Sep 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 41 1 0 05 Aug 2022
Localization supervision of chest x-ray classifiers using label-specific eye-tracking annotation Ricardo Bigolin Lanfredi Joyce D. Schroeder Tolga Tasdizen 16 2 0 20 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 17 19 0 12 Jun 2022
All Grains, One Scheme (AGOS): Learning Multi-grain Instance Representation for Aerial Scene Classification Qi Bi Beichen Zhou K. Qin Qinghao Ye Guisong Xia 16 39 0 06 May 2022
Follow My Eye: Using Gaze to Supervise Computer-Aided Diagnosis Sheng Wang Xi Ouyang Tianming Liu Qian Wang D. Shen MedIm 27 66 0 06 Apr 2022
Catching Both Gray and Black Swans: Open-set Supervised Anomaly Detection Choubo Ding Guansong Pang Chunhua Shen OOD 16 112 0 28 Mar 2022
Opinions Vary? Diagnosis First! Junde Wu Huihui Fang Dalu Yang Binghong Wu Wenshuo Zhou Fangxin Shang Yehui Yang Yanwu Xu 20 3 0 14 Feb 2022
DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis Tiange Xiang Yang Song Chaoyi Zhang Dongnan Liu Mei Chen Fan Zhang Heng-Chiao Huang L. O’Donnell Weidong (Tom) Cai 14 13 0 13 Sep 2021
Self-supervised Pseudo Multi-class Pre-training for Unsupervised Anomaly Detection and Segmentation in Medical Images Yu Tian Fengbei Liu Guansong Pang Yuanhong Chen Yuyuan Liu Johan W. Verjans Rajvinder Singh G. Carneiro 30 30 0 03 Sep 2021
Attention mechanisms and deep learning for machine vision: A survey of the state of the art A. M. Hafiz S. A. Parah R. A. Bhat 21 45 0 03 Jun 2021
Weighing Features of Lung and Heart Regions for Thoracic Disease Classification Jiansheng Fang Yanwu Xu Yitian Zhao Yuguang Yan Junling Liu Jiang-Dong Liu 17 9 0 26 May 2021