Deep Retinal Image Understanding

5 September 2016

Kevis-Kokitsi Maninis

Jordi Pont-Tuset

Pablo Arbeláez

Luc Van Gool

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Papers citing "Deep Retinal Image Understanding"

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Title
CAPE: Connectivity-Aware Path Enforcement Loss for Curvilinear Structure Delineation Elyar Esmaeilzadeh Ehsan Garaaghaji Farzad Hallaji Azad Doruk Oner 53 0 0 01 Apr 2025
TransUNext: towards a more advanced U-shaped framework for automatic vessel segmentation in the fundus image Xiang Li Mingsi Liu Lixin Duan ViT MedIm 34 0 0 05 Nov 2024
TransResNet: Integrating the Strengths of ViTs and CNNs for High Resolution Medical Image Segmentation via Feature Grafting Muhammad Hamza Sharif Dmitry Demidov Asif Hanif Mohammad Yaqub Min Xu ViT MedIm 31 2 0 01 Oct 2024
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning Xinxu Wei Xi Lin Haiyun Liu Shixuan Zhao Yongjie Li 28 0 0 17 Sep 2024
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images Syed Javed Tariq Mahmood Khan Abdul Qayyum Arcot Sowmya Imran Razzak SSeg 53 6 0 27 May 2024
ESDMR-Net: A Lightweight Network With Expand-Squeeze and Dual Multiscale Residual Connections for Medical Image Segmentation Tariq Mahmood Khan Syed S. Naqvi Erik H. W. Meijering 36 6 0 17 Dec 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 26 5 0 11 Oct 2023
MEMO: Dataset and Methods for Robust Multimodal Retinal Image Registration with Large or Small Vessel Density Differences Chiao-Yi Wang F. Sadrieh Yi-Ting Shen Shih-En Chen Sarah Kim V. Chen Achyut J. Raghavendra Dongyi Wang Osamah J. Saeedi Y. Tao 13 3 0 25 Sep 2023
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation Tariq Mahmood Khan Muhammad Arsalan Shahzaib Iqbal Imran Razzak Erik H. W. Meijering 29 11 0 07 Sep 2023
SCOPE: Structural Continuity Preservation for Medical Image Segmentation Yousef Yeganeh Azade Farshad Goktug Guevercin Amr Abu-zer Ru Xiao Yongjian Tang Ehsan Adeli Nassir Navab 23 3 0 28 Apr 2023
Introduction to Machine Learning for Physicians: A Survival Guide for Data Deluge Ricards Marcinkevics Ece Ozkan Julia E. Vogt OOD LM&MA FedML 29 2 0 23 Dec 2022
Weakly-supervised detection of AMD-related lesions in color fundus images using explainable deep learning José Morano Álvaro S. Hervella J. Rouco Jorge Novo José I. Fernández-Vigo M. Ortega MedIm 32 13 0 01 Dec 2022
Affinity Feature Strengthening for Accurate, Complete and Robust Vessel Segmentation Tianyi Shi Xiao-Hua Ding Wei Zhou Feng Pan Zengqiang Yan Xiang Bai Xin Yang 33 18 0 12 Nov 2022
MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation T. M. Khan Muhammad Arsalan A. Robles-Kelly Erik H. W. Meijering SSeg 23 15 0 15 Oct 2022
A comprehensive survey on computer-aided diagnostic systems in diabetic retinopathy screening M. Tavakoli Patrick Kelley 14 1 0 03 Aug 2022
AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation Junyan Lyu Yiqi Zhang Yijin Huang Li Lin Pujin Cheng Xiaoying Tang MedIm 16 46 0 27 Jul 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 30 33 0 23 Jul 2022
Enforcing connectivity of 3D linear structures using their 2D projections Doruk Öner Hussein Osman Mateusz Koziñski Pascal Fua 35 5 0 14 Jul 2022
Local Intensity Order Transformation for Robust Curvilinear Object Segmentation Tianyi Shi Nicolas Boutry Yongchao Xu Thierry Géraud 23 48 0 25 Feb 2022
A Graphical Approach For Brain Haemorrhage Segmentation N. Mehendale Pragya Gupta Nishant Rajadhyaksha Ansh Dagha Mihir Hundiwala Aditi Paretkar Sakshi Chavan Tanmay Mishra 13 2 0 14 Feb 2022
RC-Net: A Convolutional Neural Network for Retinal Vessel Segmentation T. M. Khan A. Robles-Kelly Syed S. Naqvi 24 23 0 21 Dec 2021
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate Doruk Öner Leonardo Citraro Mateusz Koziñski Pascal Fua 3DH 3DPC 34 2 0 06 Dec 2021
An Analysis of the Influence of Transfer Learning When Measuring the Tortuosity of Blood Vessels Matheus V. da Silva Julie Ouellette Baptiste Lacoste C. H. Comin 27 7 0 19 Nov 2021
DR-VNet: Retinal Vessel Segmentation via Dense Residual UNet Ali Karaali Rozenn Dahyot Donal J. Sexton 32 24 0 08 Nov 2021
Optic Disc Segmentation using Disk-Centered Patch Augmentation Saeid Motevali Aashis Khanal Rolando Estrada 17 2 0 01 Oct 2021
Automated airway segmentation by learning graphical structure Yihua Yang 22 0 0 30 Sep 2021
Dive into Layers: Neural Network Capacity Bounding using Algebraic Geometry Ji Yang Lu Sang Daniel Cremers 14 1 0 03 Sep 2021
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images S. Sedai B. Antony Ravneet Rai K. Jones H. Ishikawa J. Schuman Gadi Wollstein R. Garnavi UQCV 8 87 0 02 Mar 2021
Sequential vessel segmentation via deep channel attention network Dongdong Hao Song Ding Linwei Qiu Yisong Lv B. Fei Yueqi Zhu Binjie Qin 38 52 0 10 Feb 2021
Applications of Deep Learning in Fundus Images: A Review Tao Li Wang Bo Chunyu Hu Hong Kang Hanruo Liu Kai Wang Huazhu Fu 17 255 0 25 Jan 2021
Learning-Based Algorithms for Vessel Tracking: A Review Dengqiang Jia Xiahai Zhuang 41 49 0 16 Dec 2020
Robust Segmentation of Optic Disc and Cup from Fundus Images Using Deep Neural Networks A. Manjunath S. Jois C. Seelamantula 29 3 0 13 Dec 2020
The Unreasonable Effectiveness of Encoder-Decoder Networks for Retinal Vessel Segmentation Björn Browatzki Jörn-Philipp Lies C. Wallraven 16 0 0 25 Nov 2020
Learning Euler's Elastica Model for Medical Image Segmentation Xu Chen Xiangde Luo Yitian Zhao Shaoting Zhang Guotai Wang Yalin Zheng MedIm 19 17 0 01 Nov 2020
CS2-Net: Deep Learning Segmentation of Curvilinear Structures in Medical Imaging M. Elliott Yuanhong Chen Huazhu Fu Yuyuan Liu C. Kwok ... Chong Wang Davis J. McCarthy Helen Frazer Gustavo Carneiro Fengbei Liu MedIm 12 43 0 15 Oct 2020
DoFE: Domain-oriented Feature Embedding for Generalizable Fundus Image Segmentation on Unseen Datasets Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng 6 131 0 13 Oct 2020
Hybrid-S2S: Video Object Segmentation with Recurrent Networks and Correspondence Matching Fatemeh Azimi Stanislav Frolov Federico Raue Jörn Hees Andreas Dengel VOS 19 3 0 10 Oct 2020
DPN: Detail-Preserving Network with High Resolution Representation for Efficient Segmentation of Retinal Vessels Song Guo 11 31 0 25 Sep 2020
The Little W-Net That Could: State-of-the-Art Retinal Vessel Segmentation with Minimalistic Models Adrian Galdran André Anjos José Dolz H. Chakor H. Lombaert Ismail Ben Ayed SSeg 27 18 0 03 Sep 2020
W-net: Simultaneous segmentation of multi-anatomical retinal structures using a multi-task deep neural network Hongwei Zhao Chengtao Peng Lei Liu Bin Li 21 1 0 11 Jun 2020
Dense Residual Network for Retinal Vessel Segmentation Changlu Guo Marton Szemenyei Yugen Yi Ying Xue Wei Zhou Yangyuan Li SSeg 8 21 0 07 Apr 2020
A Two-Stream Meticulous Processing Network for Retinal Vessel Segmentation Shaomin Zheng Tianyang Zhang Jiafan Zhuang Hao Wang Jiang-Dong Liu 20 2 0 15 Jan 2020
Learning Likelihoods with Conditional Normalizing Flows Christina Winkler Daniel E. Worrall Emiel Hoogeboom Max Welling TPM 6 220 0 29 Nov 2019
Hierarchical Attention Networks for Medical Image Segmentation Fei Ding Gang Yang Jinlu Liu Jun Wu Dayong Ding Jie Xu Gangwei Cheng Xirong Li 14 16 0 20 Nov 2019
Dense Dilated Network with Probability Regularized Walk for Vessel Detection Lei Mou Li Chen Jun Cheng Zaiwang Gu Yitian Zhao Jiang-Dong Liu MedIm 26 114 0 26 Oct 2019
On the Evaluation and Real-World Usage Scenarios of Deep Vessel Segmentation for Retinography Tim Laibacher André Anjos 6 3 0 09 Sep 2019
Metric-based Regularization and Temporal Ensemble for Multi-task Learning using Heterogeneous Unsupervised Tasks D. Kim Seung Hyun Lee B. Song 25 3 0 29 Aug 2019
Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network Shir Gur Lior Wolf Lior Golgher P. Blinder 11 43 0 04 Aug 2019
A Two Stage GAN for High Resolution Retinal Image Generation and Segmentation P. Andreini S. Bonechi Monica Bianchini A. Mecocci F. Scarselli A. Sodi GAN MedIm 29 42 0 29 Jul 2019
A Novel Deep Learning Pipeline for Retinal Vessel Detection in Fluorescein Angiography Li Ding Mohammad H. Bawany Ajay E. Kuriyan R. Ramchandran C. Wykoff G. Sharma MedIm 6 33 0 05 Jul 2019