ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model

10 July 2020

Papers citing "ROSE: A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model"

50 / 63 papers shown

Title
SALT: Singular Value Adaptation with Low-Rank Transformation Abdelrahman Elsayed Sarim Hashmi Mohammed Elseiagy Hu Wang Mohammad Yaqub Ibrahim Almakky OOD 55 0 0 20 Mar 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 216 1 0 09 Mar 2025
Denoising, segmentation and volumetric rendering of optical coherence tomography angiography (OCTA) image using deep learning techniques: a review Kejie Chen Xiaochun Yang Jing Na Wenbo Wang 278 0 0 24 Feb 2025
DSCA: A Digital Subtraction Angiography Sequence Dataset and Spatio-Temporal Model for Cerebral Artery Segmentation Qihang Xie Mengguo Guo Lei Mou Dan Zhang Da Chen Caifeng Shan Yitian Zhao Ruisheng Su Jiong Zhang 113 1 0 21 Feb 2025
Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends Duy M. Nguyen Hasan Md Tusfiqur Alam Trung Quoc Nguyen Devansh Srivastav H. Profitlich Ngan Le Daniel Sonntag 46 2 0 07 Jan 2025
OCTAMamba: A State-Space Model Approach for Precision OCTA Vasculature Segmentation Shun Zou Zhuo Zhang Guangwei Gao Mamba 104 1 0 03 Jan 2025
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 95 0 0 19 Dec 2024
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 79 0 0 22 Nov 2024
MDFI-Net: Multiscale Differential Feature Interaction Network for Accurate Retinal Vessel Segmentation Yiwang Dong Xiangyu Deng 29 0 0 20 Oct 2024
AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation Dewei Hu Hao Li Han Liu Jiacheng Wang Xing Yao Daiwei Lu Ipek Oguz MedIm 46 0 0 06 Oct 2024
SAM-OCTA2: Layer Sequence OCTA Segmentation with Fine-tuned Segment Anything Model 2 Xinrun Chen Chengliang Wang Haojian Ning Mengzhan Zhang Mei Shen Shiying Li 29 1 0 14 Sep 2024
Representing Topological Self-Similarity Using Fractal Feature Maps for Accurate Segmentation of Tubular Structures Jiaxing Huang Yanfeng Zhou Yaoru Luo Guole Liu Heng Guo Ge Yang MedIm 35 6 0 20 Jul 2024
JointViT: Modeling Oxygen Saturation Levels with Joint Supervision on Long-Tailed OCTA Zeyu Zhang Xuyin Qi Mingxi Chen Guangxi Li Ryan Pham ... Zhibin Liao O. Siggs Robert Mclaughlin Jamie Craig Minh-Son To 41 11 0 17 Apr 2024
Cross-domain and Cross-dimension Learning for Image-to-Graph Transformers Alexander H. Berger Laurin Lux Suprosanna Shit Ivan Ezhov Georgios Kaissis M. Menten Daniel Rueckert Johannes C. Paetzold ViT 39 0 0 11 Mar 2024
Flattening Singular Values of Factorized Convolution for Medical Images Zexin Feng Na Zeng Jiansheng Fang Xingyue Wang Xiaoxi Lu Heng Meng Jiang Liu 31 0 0 01 Mar 2024
FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation Li Lin Yixiang Liu Jiewei Wu Pujin Cheng Zhiyuan Cai Kenneth K. Y. Wong Xiaoying Tang FedML 39 6 0 27 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation Marianne Rakic Hallee E. Wong Jose Javier Gonzalez Ortiz Beth Cimini John Guttag Adrian V. Dalca 36 11 0 24 Jan 2024
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 33 18 0 12 Dec 2023
Leveraging Multimodal Fusion for Enhanced Diagnosis of Multiple Retinal Diseases in Ultra-wide OCTA Hao Wei Peilun Shi Guitao Bai Minqing Zhang Shuangle Li Wu Yuan 31 0 0 17 Nov 2023
Polar-Net: A Clinical-Friendly Model for Alzheimer's Disease Detection in OCTA Images Shouyue Liu Jinkui Hao Yanwu Xu Huazhu Fu Xinyu Guo Jiang-Dong Liu Yalin Zheng Yonghuai Liu Jiong Zhang Yitian Zhao 12 6 0 10 Nov 2023
Multi-task Learning for Optical Coherence Tomography Angiography (OCTA) Vessel Segmentation Can Koz Onat Dalmaz Mertay Dayanç 18 0 0 03 Nov 2023
SAM-OCTA: Prompting Segment-Anything for OCTA Image Segmentation Xinrun Chen Chengliang Wang Haojian Ning Shiying Li Mei Shen 36 5 0 11 Oct 2023
Unpaired Optical Coherence Tomography Angiography Image Super-Resolution via Frequency-Aware Inverse-Consistency GAN Weiwen Zhang Dawei Yang Haoxuan Che A. Ran Carol Y. Cheung Hao Chen 25 1 0 29 Sep 2023
An Accurate and Efficient Neural Network for OCTA Vessel Segmentation and a New Dataset Haojian Ning Chengliang Wang Xinrun Chen Shiying Li 17 15 0 18 Sep 2023
MAP: Domain Generalization via Meta-Learning on Anatomy-Consistent Pseudo-Modalities Dewei Hu Hao Li Han Liu Xing Yao Jiacheng Wang I. Oguz MedIm 14 4 0 03 Sep 2023
MCPA: Multi-scale Cross Perceptron Attention Network for 2D Medical Image Segmentation Liang Xu Mingxi Chen Yiyu Cheng Pengfei Shao Shuwei Shen Peng Yao Ronald X. Xu ViT 34 0 0 27 Jul 2023
RVD: A Handheld Device-Based Fundus Video Dataset for Retinal Vessel Segmentation MD Wahiduzzaman Khan Hong Sheng Hu Zhang Heming Du Sen Wang ... Jack Phu A. Agar Zichen Huang M. Golzan Xin Yu 19 5 0 13 Jul 2023
VesselMorph: Domain-Generalized Retinal Vessel Segmentation via Shape-Aware Representation Dewei Hu Hao Li Han Liu Xing Yao Jiacheng Wang I. Oguz MedIm 32 0 0 01 Jul 2023
DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences Wentao Liu Tong Tian Lemeng Wang Weijing Xu Lei Li ... H. Yang Feng Gao Yiming Deng Xin Yang Ruisheng Su 31 7 0 21 Jun 2023
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Linus Kreitner Johannes C. Paetzold Nikolaus Rauch Chen Chen Ahmed M. Hagag ... Bjoern H. Menze M. Harders B. Knier Daniel Rueckert M. Menten 40 21 0 19 Jun 2023
Topology-Aware Uncertainty for Image Segmentation Saumya Gupta Yikai Zhang Xiaoling Hu Prateek Prasanna Chao Chen 30 27 0 09 Jun 2023
One-Prompt to Segment All Medical Images Junde Wu Jiayuan Zhu Yueming Jin Min Xu VLM MedIm 27 28 0 17 May 2023
Reference-based OCT Angiogram Super-resolution with Learnable Texture Generation Yuyan Ruan Dawei Yang Ziqi Tang A. Ran C. Cheung Haoxing Chen DiffM SupR MedIm 13 1 0 10 May 2023
Annotation-efficient learning for OCT segmentation Haoran Zhang Jianlong Yang Ce Zheng Shiqing Zhao Aili Zhang MedIm 145 7 0 06 May 2023
Learnable Ophthalmology SAM Zhongxi Qiu Yan Hu Heng Li Jiang-Dong Liu VLM MedIm 32 24 0 26 Apr 2023
UniverSeg: Universal Medical Image Segmentation V. Butoi Jose Javier Gonzalez Ortiz Tianyu Ma M. Sabuncu John Guttag Adrian Dalca 38 74 0 12 Apr 2023
Unifying and Personalizing Weakly-supervised Federated Medical Image Segmentation via Adaptive Representation and Aggregation Li Lin Jiewei Wu Yixiang Liu Kenneth K. Y. Wong Xiaoying Tang FedML 32 6 0 12 Apr 2023
Robotic Perception of Transparent Objects: A Review Jiaqi Jiang G. Cao Jiankang Deng Thanh-Toan Do Shan Luo 33 31 0 31 Mar 2023
Vessel-Promoted OCT to OCTA Image Translation by Heuristic Contextual Constraints Yu Cai Weiwen Zhang Xiaomeng Li Hao Chen Lin An Yanwu Xu Kwang-Ting Cheng DiffM MedIm 24 0 0 13 Mar 2023
OMSN and FAROS: OCTA Microstructure Segmentation Network and Fully Annotated Retinal OCTA Segmentation Dataset P. Xiao Xiaodong Hu Ke Ma Gengyuan Wang Ziqing Feng Yuancong Huang Jin Yuan 25 1 0 26 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
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias Linus Kreitner Ivan Ezhov Daniel Rueckert Johannes C. Paetzold M. Menten 37 2 0 28 Oct 2022
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 44 10 0 13 Sep 2022
A Survey on Automated Diagnosis of Alzheimer's Disease Using Optical Coherence Tomography and Angiography Yasemin Turkan F. B. Tek 16 1 0 07 Sep 2022
Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation Yang Nan Javier Del Ser Zeyu Tang Pen Tang Xiaodan Xing Yingying Fang Francisco Herrera Witold Pedrycz Simon Walsh Guang Yang 27 26 0 05 Sep 2022
Retinal Structure Detection in OCTA Image via Voting-based Multi-task Learning Jinkui Hao Ting-Li Shen Xueli Zhu Yonghuai Liu Ardhendu Behera Dan Zhang Bang Chen Jiang-Dong Liu Jiong Zhang Yitian Zhao 41 24 0 23 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
OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation Amrest Chinkamol Vetit Kanjaras Phattarapong Sawangjai Yitian Zhao Thapanun Sudhawiyangkul C. Chantrapornchai Cuntai Guan Theerawit Wilaiprasitporn 43 7 0 25 Jul 2022
Sparse-based Domain Adaptation Network for OCTA Image Super-Resolution Reconstruction Huaying Hao C. Xu Dan Zhang Qifeng Yan Jiong Zhang Yue Liu Yitian Zhao 24 11 0 25 Jul 2022
Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs M. Menten Johannes C. Paetzold Alina F. Dima Bjoern H. Menze B. Knier Daniel Rueckert 32 15 0 22 Jul 2022