SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation

7 April 2020

Papers citing "SA-UNet: Spatial Attention U-Net for Retinal Vessel Segmentation"

50 / 54 papers shown

Title
Optimized Vessel Segmentation: A Structure-Agnostic Approach with Small Vessel Enhancement and Morphological Correction Dongning Song Weijian Huang Jiarun Liu Md Jahidul Islam Hao Yang Shanshan Wang 72 0 0 22 Nov 2024
S3TU-Net: Structured Convolution and Superpixel Transformer for Lung Nodule Segmentation Yuke Wu Xiang Liu Yunyu Shi Xinyi Chen Z. Wang YuQing Xu Shuo Wang MedIm ViT 73 0 0 19 Nov 2024
Retinal Vessel Segmentation via Neuron Programming Tingting Wu Ruyi Min Peixuan Song Hengtao Guo Tieyong Zeng Feng-Lei Fan 31 0 0 17 Nov 2024
KaLDeX: Kalman Filter based Linear Deformable Cross Attention for Retina Vessel Segmentation Zhihao Zhao Shahrooz Faghihroohi Yinzheng Zhao Junjie Yang Shipeng Zhong Kai-Qi Huang Nassir Navab Boyang Li M. A. Nasseri 29 0 0 28 Oct 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 19 0 0 20 Oct 2024
Retinal Vessel Segmentation with Deep Graph and Capsule Reasoning Xinxu Wei Xi Lin Haiyun Liu Shixuan Zhao Yongjie Li 23 0 0 17 Sep 2024
RICAU-Net: Residual-block Inspired Coordinate Attention U-Net for Segmentation of Small and Sparse Calcium Lesions in Cardiac CT Doyoung Park Jinsoo Kim Qi Chang S. Leng Liang Zhong L. Baskaran 20 1 0 11 Sep 2024
Benchmarking Retinal Blood Vessel Segmentation Models for Cross-Dataset and Cross-Disease Generalization Jeremiah Fadugba Patrick Köhler Lisa M. Koch P. Manescu Philipp Berens 36 0 0 21 Jun 2024
WE-GS: An In-the-wild Efficient 3D Gaussian Representation for Unconstrained Photo Collections Yuze Wang Junyi Wang Yue Qi 3DGS 31 15 0 04 Jun 2024
Image-level Regression for Uncertainty-aware Retinal Image Segmentation Trung Dang Huy Hoang Nguyen A. Tiulpin UQCV 41 0 0 27 May 2024
Automatic diagnosis of cardiac magnetic resonance images based on semi-supervised learning Hejun Huang Zuguo Chen Yi Huang Guangqiang Luo Chaoyang Chen Youzhi Song 22 0 0 23 May 2024
VascularPilot3D: Toward a 3D fully autonomous navigation for endovascular robotics Jingwei Song Keke Yang Han Chen Jiayi Liu Yinan Gu ... Yanqi Huang Meng Li Zheng Zhang Tuoyu Cao Maani Ghaffari 26 3 0 15 May 2024
Explainable Convolutional Neural Networks for Retinal Fundus Classification and Cutting-Edge Segmentation Models for Retinal Blood Vessels from Fundus Images Fatema Tuj Johora Faria Mukaffi Bin Moin Pronay Debnath Asif Iftekher Fahim Faisal Muhammad Shah 17 1 0 12 May 2024
A Mutual Inclusion Mechanism for Precise Boundary Segmentation in Medical Images Yizhi Pan Junyi Xin Tianhua Yang Teeradaj Racharak Le-Minh Nguyen Guanqun Sun 19 3 0 12 Apr 2024
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis Charulkumar Chodvadiya Navyansh Mahla Kinshuk Gaurav Singh Kshitij S. Jadhav 16 0 0 13 Feb 2024
DeepBranchTracer: A Generally-Applicable Approach to Curvilinear Structure Reconstruction Using Multi-Feature Learning Chao Liu Ting Zhao Nenggan Zheng 17 1 0 02 Feb 2024
FS-Net: Full Scale Network and Adaptive Threshold for Improving Extraction of Micro-Retinal Vessel Structures Melaku N. Getahun Oleg Y. Rogov Dmitry V. Dylov Andrey Somov Ahmed Bouridane R. Hamoudi 13 1 0 14 Nov 2023
DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation Guanqun Sun Yizhi Pan Weikun Kong Zichang Xu Jianhua Ma Teeradaj Racharak Le-Minh Nguyen Junyi Xin ViT MedIm 14 64 0 19 Oct 2023
3D SA-UNet: 3D Spatial Attention UNet with 3D ASPP for White Matter Hyperintensities Segmentation Changlu Guo 11 0 0 15 Sep 2023
Multi-dimensional Fusion and Consistency for Semi-supervised Medical Image Segmentation Yixing Lu Zhaoxin Fan Min Xu 19 0 0 12 Sep 2023
LUNet: Deep Learning for the Segmentation of Arterioles and Venules in High Resolution Fundus Images Jonathan Fhima Jan Van Eijgen Hana Kulenovic Valérie Debeuf Marie Vangilbergen Marie-Isaline Billen Moulin-Romsée Heloïse Brackenier Moti Freiman Ingeborg Stalmans Joachim A. Behar 10 8 0 11 Sep 2023
Feature Enhancer Segmentation Network (FES-Net) for Vessel Segmentation Tariq Mahmood Khan Muhammad Arsalan Shahzaib Iqbal Imran Razzak Erik H. W. Meijering 21 11 0 07 Sep 2023
SA Unet Improved Nadav Potesman Ariel Rechtman 9 0 0 18 Aug 2023
Channel prior convolutional attention for medical image segmentation He-lu Huang Zuguo Chen Y. Zou Ming Lu Chaoyang Chen MedIm 23 91 0 08 Jun 2023
Overview of Deep Learning Methods for Retinal Vessel Segmentation Gorana Gojić O. Kundacina D. Mišković Dinu Dragan 14 3 0 01 Jun 2023
Elongated Physiological Structure Segmentation via Spatial and Scale Uncertainty-aware Network Yinglin Zhang Ruiling Xi H. Fu D. Towey Ruibin Bai Risa Higashita Jiang-Dong Liu 11 2 0 30 May 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
MAF-Net: Multiple attention-guided fusion network for fundus vascular image segmentation Yuanyuan Peng Pengpeng Luan Zixu Zhang MedIm 25 0 0 05 May 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 11 3 0 28 Apr 2023
Medical Image Segmentation Review: The success of U-Net Reza Azad Ehsan Khodapanah Aghdam Amelie Rauland Yiwei Jia Atlas Haddadi Avval Afshin Bozorgpour Sanaz Karimijafarbigloo Joseph Paul Cohen Ehsan Adeli Dorit Merhof SSeg 17 264 0 27 Nov 2022
The Development of Spatial Attention U-Net for The Recovery of Ionospheric Measurements and The Extraction of Ionospheric Parameters Guan-Han Huang A. Dmitriev Chia-Hsien Lin Yu-Chi Chang Mon-Chai Hsieh ... Merlin M. Mendoza Hao-Wei Hsu Yu-Ciang Lin L. Tsai Yung-Hui Li 11 3 0 15 Sep 2022
Exploring the Effects of Data Augmentation for Drivable Area Segmentation Srinjoy Bhuiya Ayush Kumar Sankalok Sen 17 1 0 06 Aug 2022
SuperVessel: Segmenting High-resolution Vessel from Low-resolution Retinal Image Yan Hu Zhongxi Qiu Dan Zeng Li Jiang Chen Lin Jiang-Dong Liu 21 16 0 28 Jul 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 22 32 0 23 Jul 2022
Weakly-Supervised Crack Detection Yuki Inoue Hiroto Nagayoshi 16 8 0 14 Jun 2022
Impact of loss function in Deep Learning methods for accurate retinal vessel segmentation Daniela Herrera Gilberto Ochoa-Ruiz M. González-Mendoza Christian Mata 11 0 0 01 Jun 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 24 36 0 26 Apr 2022
MC-UNet Multi-module Concatenation based on U-shape Network for Retinal Blood Vessels Segmentation Ting Zhang Jun Yu Li Yi Zhao Nan Chen Hangyu Zhou ... Zihao Guan Chan Yang Lan-yan Xue Riqing Chen Lifang Wei 9 14 0 07 Apr 2022
L^3U-net: Low-Latency Lightweight U-net Based Image Segmentation Model for Parallel CNN Processors O. E. Okman Mehmet Gorkem Ulkar Gulnur Selda Uyanik SSeg 24 4 0 30 Mar 2022
Graph Flow: Cross-layer Graph Flow Distillation for Dual Efficient Medical Image Segmentation Wen Zou Muyi Sun 33 18 0 16 Mar 2022
Retinal Vessel Segmentation with Pixel-wise Adaptive Filters Mingxing Li Shenglong Zhou Changsheng Chen Yueyi Zhang Dong Liu Zhiwei Xiong 13 15 0 03 Feb 2022
RA V-Net: Deep learning network for automated liver segmentation ZhiQi Lee Sumin Qi Chongchong Fan Ziwei Xie 11 4 0 15 Dec 2021
PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing Naresh S. Iyer Amir M. Mirzendehdel S. Raghavan Yang Jiao Erva Ulu M. Behandish S. Nelaturi D. Robinson AI4CE 17 10 0 08 Dec 2021
Localized Feature Aggregation Module for Semantic Segmentation Ryouichi Furukawa Kazuhiro Hotta 27 2 0 03 Dec 2021
Attention W-Net: Improved Skip Connections for better Representations Shikhar Mohan Saumik Bhattacharya Sayantari Ghosh SSeg 14 4 0 17 Oct 2021
Multi-View Stereo Network with attention thin volume Zihang Wan 3DV 23 1 0 16 Oct 2021
CoCo DistillNet: a Cross-layer Correlation Distillation Network for Pathological Gastric Cancer Segmentation Wenxuan Zou Muyi Sun 26 9 0 27 Aug 2021
Efficient Medical Image Segmentation Based on Knowledge Distillation Dian Qin Jiajun Bu Zhe Liu Xin Shen Sheng Zhou Jingjun Gu Zhihong Wang Lei Wu Hui-Fen Dai 14 128 0 23 Aug 2021
EAR-NET: Error Attention Refining Network For Retinal Vessel Segmentation Jun Wang Yang Zhao Linglong Qian Xiaohan Yu Yongsheng Gao MedIm 19 11 0 03 Jul 2021
Explainable Diabetic Retinopathy Detection and Retinal Image Generation Yuhao Niu Lin Gu Yitian Zhao Feng Lu MedIm 16 57 0 01 Jul 2021