V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

15 June 2016

Fausto Milletari

Nassir Navab

Papers citing "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation"

50 / 2,423 papers shown

Title
Multiclass Spinal Cord Tumor Segmentation on MRI with Deep Learning A. Lemay C. Gros Z. Zhuo Jie Zhang Y. Duan Julien Cohen-Adad Yaou Liu 33 4 0 23 Dec 2020
ICMSC: Intra- and Cross-modality Semantic Consistency for Unsupervised Domain Adaptation on Hip Joint Bone Segmentation G. Zeng T. Lerch F. Schmaranzer Guoyan Zheng Juergen Burger Kate Gerber M. Tannast K. Siebenrock N. Gerber 54 2 0 23 Dec 2020
Spatial Context-Aware Self-Attention Model For Multi-Organ Segmentation Hao Tang Xingwei Liu Kun Han Shanlin Sun Narisu Bai Xuming Chen Qian Huang Yong Liu Xiaohui Xie SSeg MedIm 90 25 0 16 Dec 2020
CHS-Net: A Deep learning approach for hierarchical segmentation of COVID-19 infected CT images Narinder Singh Punn Sonali Agarwal 112 32 0 13 Dec 2020
Multiple Sclerosis Lesion Segmentation -- A Survey of Supervised CNN-Based Methods H. Zhang I. Oguz 62 14 0 12 Dec 2020
Interactive Radiotherapy Target Delineation with 3D-Fused Context Propagation Chun-Hung Chao Hsien-Tzu Cheng T. Ho Le Lu Min Sun MedIm 38 2 0 12 Dec 2020
HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation Saqib Qamar Parvez Ahmad Linlin Shen 45 27 0 12 Dec 2020
Learning Tubule-Sensitive CNNs for Pulmonary Airway and Artery-Vein Segmentation in CT Yulei Qin Hao Zheng Yun Gu Xiaolin Huang Jie Yang Lihui Wang Feng Yao Y. Zhu Guang-Zhong Yang 52 75 0 10 Dec 2020
3D Bounding Box Detection in Volumetric Medical Image Data: A Systematic Literature Review D. Kern André Mastmeyer 23 10 0 10 Dec 2020
Learning the Evolution of the Universe in N-body Simulations Chang Chen Yin Li F. Villaescusa-Navarro S. Ho A. Pullen 32 4 0 10 Dec 2020
AMVNet: Assertion-based Multi-View Fusion Network for LiDAR Semantic Segmentation Venice Erin Liong Thi Ngoc Tho Nguyen S. Widjaja Dhananjai Sharma Z. J. Chong 3DPC 222 114 0 09 Dec 2020
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies Jinzheng Cai Youbao Tang K. Yan Adam P. Harrison Jing Xiao Gigin Lin Le Lu MedIm 90 31 0 09 Dec 2020
MANGO: A Mask Attention Guided One-Stage Scene Text Spotter Liang Qiao Ying-Cong Chen Zhanzhan Cheng Yunlu Xu Yi Niu Shiliang Pu Leilei Gan 76 78 0 08 Dec 2020
Esophageal Tumor Segmentation in CT Images using Dilated Dense Attention Unet (DDAUnet) Sahar Yousefi Hessam Sokooti Mohamed S. Elmahdy I. Lips M. M. Manzuri Shalmani R. Zinkstok F. Dankers Marius Staring 87 25 0 06 Dec 2020
Automatic Segmentation and Location Learning of Neonatal Cerebral Ventricles in 3D Ultrasound Data Combining CNN and CPPN Matthieu Martin B. Sciolla M. Sdika P. Quetin P. Delachartre 31 12 0 05 Dec 2020
Offset Curves Loss for Imbalanced Problem in Medical Segmentation Ngan Le T. Hoang Ngan Le Kashu Yamazaki T. Bui Khoa Luu Marios Savvides 64 11 0 04 Dec 2020
Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images Qing Liu Haotian Liu Yixiong Liang 19 11 0 03 Dec 2020
Single-shot Path Integrated Panoptic Segmentation Sukjun Hwang Seoung Wug Oh Seon Joo Kim 85 10 0 03 Dec 2020
CovSegNet: A Multi Encoder-Decoder Architecture for Improved Lesion Segmentation of COVID-19 Chest CT Scans Tanvir Mahmud Md Awsafur Rahman S. Fattah S. Kung MedIm 41 22 0 02 Dec 2020
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 38 20 0 02 Dec 2020
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 143 531 0 01 Dec 2020
Fully Convolutional Networks for Panoptic Segmentation Yanwei Li Hengshuang Zhao Xiaojuan Qi Liwei Wang Zeming Li Jian Sun Jiaya Jia 136 171 0 01 Dec 2020
CM-Net: Concentric Mask based Arbitrary-Shaped Text Detection Chuan Yang Mulin. Chen Zhitong Xiong Yuan. Yuan Qi. Wang ObjD 98 29 0 30 Nov 2020
End-to-End Video Instance Segmentation with Transformers Yuqing Wang Zhaoliang Xu Xinlong Wang Chunhua Shen Baoshan Cheng Hao Shen Huaxia Xia ViT 98 692 0 30 Nov 2020
OpenKBP: The open-access knowledge-based planning grand challenge A. Babier Binghao Zhang Rafid Mahmood K. Moore T. Purdie A. McNiven T. Chan 52 91 0 28 Nov 2020
Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan Dong Yang Ziyue Xu Wenqi Li Andriy Myronenko H. Roth ... Hitoshi Mori K. Tamura P. An Bradford J. Wood Daguang Xu OOD FedML 91 34 0 23 Nov 2020
Planar 3D Transfer Learning for End to End Unimodal MRI Unbalanced Data Segmentation M. Kolarík Radim Burget C. Travieso-González J. Kocica 18 6 0 23 Nov 2020
Segmentation overlapping wear particles with few labelled data and imbalance sample Peng Peng Jiugen Wang 19 0 0 20 Nov 2020
Unmixing Convolutional Features for Crisp Edge Detection Linxi Huan Nan Xue Xianwei Zheng Wei He J. Gong Guisong Xia 103 71 0 19 Nov 2020
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation Soopil Kim Sion An Philip Chikontwe Sang Hyun Park 49 41 0 19 Nov 2020
SoftSeg: Advantages of soft versus binary training for image segmentation C. Gros A. Lemay Julien Cohen-Adad 81 73 0 18 Nov 2020
Deep Active Surface Models Udaranga Wickramasinghe G. Knott Pascal Fua AI4CE 3DV 60 12 0 17 Nov 2020
High-level Prior-based Loss Functions for Medical Image Segmentation: A Survey Rosana El Jurdia Caroline Petitjean P. Honeine Veronika Cheplygina F. Abdallah SSeg MedIm 91 83 0 16 Nov 2020
Deep learning in magnetic resonance prostate segmentation: A review and a new perspective David Gillespie Connah Kendrick I. Boon C. Boon T. Rattay Moi Hoon Yap 25 12 0 16 Nov 2020
w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution Bo Wang Lei Wang Junyang Chen Zhenghua Xu Thomas Lukasiewicz Zhigang Fu 83 7 0 15 Nov 2020
Lung Segmentation in Chest X-rays with Res-CR-Net H. Abdulah B. Huber Sinan Lal H. Abdallah H. Soltanian-Zadeh D. Gatti MedIm SSeg 89 2 0 14 Nov 2020
Automatic segmentation with detection of local segmentation failures in cardiac MRI Jörg Sander B. D. de Vos Ivana Išgum 94 50 0 13 Nov 2020
A comparative study of semi- and self-supervised semantic segmentation of biomedical microscopy data Nastassya Horlava A. Mironenko Sebastian Niehaus Sebastian Wagner Ingo Roeder N. Scherf SSL 29 3 0 11 Nov 2020
Multiscale Attention Guided Network for COVID-19 Diagnosis Using Chest X-ray Images Jingxiong Li Yaqi Wang Shuai Wang Jun Wang Jun Liu Qun Jin Lingling Sun 19 1 0 11 Nov 2020
Skin disease diagnosis with deep learning: a review Hongfeng Li Yini Pan Jie Zhao Li Zhang 51 108 0 11 Nov 2020
MAGNeto: An Efficient Deep Learning Method for the Extractive Tags Summarization Problem H. Phung A. Vu Tung D. Nguyen Lam Thanh Do Giang Nam Ngo Trung Thanh Tran Hà Nội ViT 27 0 0 09 Nov 2020
Multi Projection Fusion for Real-time Semantic Segmentation of 3D LiDAR Point Clouds Yara Ali Alnaggar Mohamed Afifi K. Amer Mohamed ElHelw 3DPC 81 44 0 03 Nov 2020
Generalized Wasserstein Dice Score, Distributionally Robust Deep Learning, and Ranger for brain tumor segmentation: BraTS 2020 challenge Lucas Fidon Sebastien Ourselin Tom Vercauteren OOD MedIm 74 43 0 03 Nov 2020
Distribution-aware Margin Calibration for Medical Image Segmentation Zhibin Li Litao Yu Jian Zhang 78 1 0 03 Nov 2020
nnU-Net for Brain Tumor Segmentation Fabian Isensee Paul F. Jaeger Peter M. Full Philipp Vollmuth Klaus H. Maier-Hein 72 299 0 02 Nov 2020
A Dilated Residual Hierarchically Fashioned Segmentation Framework for Extracting Gleason Tissues and Grading Prostate Cancer from Whole Slide Images Taimur Hassan Bilal Hassan A. El-Baz Naoufel Werghi 64 10 0 01 Nov 2020
Learning Euler's Elastica Model for Medical Image Segmentation Xu Chen Xiangde Luo Yitian Zhao Shaoting Zhang Guotai Wang Yalin Zheng MedIm 36 17 0 01 Nov 2020
Some Theory for Texture Segmentation Lin Zheng 42 0 0 31 Oct 2020
Brain tumor segmentation with self-ensembled, deeply-supervised 3D U-net neural networks: a BraTS 2020 challenge solution T. Henry Alexandre Carré Marvin Lerousseau Théo Estienne C. Robert Nikos Paragios Eric Deutsch 45 80 0 30 Oct 2020
Volumetric Medical Image Segmentation: A 3D Deep Coarse-to-fine Framework and Its Adversarial Examples Yingwei Li Zhuotun Zhu Yuyin Zhou Yingda Xia Wei Shen Elliot K. Fishman Alan Yuille MedIm 82 23 0 29 Oct 2020