Deep Vessel Segmentation By Learning Graphical Connectivity

6 June 2018

Kyoung Mu Lee

Papers citing "Deep Vessel Segmentation By Learning Graphical Connectivity"

20 / 20 papers shown

Title
Conformable Convolution for Topologically Aware Learning of Complex Anatomical Structures Yousef Yeganeh Rui Xiao Goktug Guvercin Nassir Navab Azade Farshad MedIm 40 0 0 31 Dec 2024
Deep vessel segmentation based on a new combination of vesselness filters Guillaume Garret A. Vacavant Carole Frindel 22 3 0 22 Feb 2024
Deep Learning Methods for Retinal Blood Vessel Segmentation: Evaluation on Images with Retinopathy of Prematurity Gorana Gojić Veljko B. Petrovic R. Turovic Dinu Dragan A. Oros Dušan B. Gajić Nebojsa Horvat 19 8 0 20 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
NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation P. Shi Xutao Guo Yanwu Yang Chenfei Ye H. T. Ma 22 5 0 25 May 2023
Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network Xiaoyu Yang Lijian Xu Simon Yu Qing Xia Hongsheng Li Shaoting Zhang 27 4 0 07 May 2023
Graph Convolution Based Cross-Network Multi-Scale Feature Fusion for Deep Vessel Segmentation Gangming Zhao Kongming Liang C. Pan Fandong Zhang Xianpeng Wu Xinyang Hu Yizhou Yu MedIm 31 27 0 06 Jan 2023
PointScatter: Point Set Representation for Tubular Structure Extraction Dong Wang Zhao Zhang Zi-Long Zhao Yuhang Liu Yihong Chen Liwei Wang 3DPC 36 10 0 13 Sep 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 38 7 0 25 Jul 2022
Orientation and Context Entangled Network for Retinal Vessel Segmentation Xinxu Wei Kaifu Yang D. Bzdok Y. Li 24 32 0 23 Jul 2022
Graph Convolutional Networks for Multi-modality Medical Imaging: Methods, Architectures, and Clinical Applications Kexin Ding Mu Zhou Zichen Wang Qiao Liu C. Arnold Shaoting Zhang Dimitris N. Metaxas GNN MedIm AI4CE 27 12 0 17 Feb 2022
Structure and position-aware graph neural network for airway labeling Weiyi Xie Colin Jacobs Jean-Paul Charbonnier Bram van Ginneken 30 11 0 12 Jan 2022
Semi-Supervised Semantic Segmentation of Vessel Images using Leaking Perturbations Jinyong Hou Xuejie Ding Jeremiah D. Deng MedIm 26 19 0 22 Oct 2021
Automated airway segmentation by learning graphical structure Yihua Yang 14 0 0 30 Sep 2021
Graph-based Pyramid Global Context Reasoning with a Saliency-aware Projection for COVID-19 Lung Infections Segmentation Huimin Huang Ming Cai Lanfen Lin Jing Zheng Xiongwei Mao ... Jianying Zhou Yutaro Iwamoto Xianhua Han Yenwei Chen Ruofeng Tong 23 13 0 07 Mar 2021
Medical Image Segmentation Using Deep Learning: A Survey Risheng Wang Tao Lei Xiaogang Du Yong Wan Hongying Meng A. Nandi SSeg OOD 33 544 0 28 Sep 2020
A joint 3D UNet-Graph Neural Network-based method for Airway Segmentation from chest CTs Antonio Garcia-Uceda Juarez Raghavendra Selvan Z. Saghir Marleen de Bruijne 4 72 0 22 Aug 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 37 391 0 22 Apr 2019
Geometric deep learning on graphs and manifolds using mixture model CNNs Federico Monti Davide Boscaini Jonathan Masci Emanuele Rodolà Jan Svoboda M. Bronstein GNN 251 1,811 0 25 Nov 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 253 3,239 0 24 Nov 2016