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
Orthogonal Ensemble Networks for Biomedical Image Segmentation Agostina J. Larrazabal Cesar E. Martínez Jose Dolz Enzo Ferrante UQCV 75 22 0 22 May 2021
Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma Adrian Dalca M. Sabuncu SSeg 106 15 0 21 May 2021
Hierarchical Consistency Regularized Mean Teacher for Semi-supervised 3D Left Atrium Segmentation Shumeng Li Ziyuan Zhao Kaixin Xu Zeng Zeng Cuntai Guan 3DV 64 41 0 21 May 2021
Medical Image Segmentation Using Squeeze-and-Expansion Transformers Shaohua Li Xiuchao Sui Xiangde Luo Xinxing Xu Yong Liu Rick Siow Mong Goh ViT MedIm 78 168 0 20 May 2021
Localization and Control of Magnetic Suture Needles in Cluttered Surgical Site with Blood and Tissue Will Pryor Yotam Barnoy S. Raval Xiaolong Liu L. Mair D. Lerner O. Erin Gregory Hager Y. Diaz-Mercado A. Krieger 35 4 0 20 May 2021
Font Style that Fits an Image -- Font Generation Based on Image Context Taiga Miyazono Brian Kenji Iwana Daichi Haraguchi S. Uchida 39 6 0 19 May 2021
EchoCP: An Echocardiography Dataset in Contrast Transthoracic Echocardiography for Patent Foramen Ovale Diagnosis Tianchen Wang Zhihe Li Meiping Huang Zhuang Jian Shanshan Bi Jiawei Zhang Yiyu Shi Hongwen Fei Xiaowei Xu 34 4 0 18 May 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation Chae-Eun Lee Minyoung Chung Y. Shin DRL 75 10 0 17 May 2021
Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation Chenyu You Ruihan Zhao Lawrence H. Staib James S. Duncan SSL 127 106 0 14 May 2021
Stroke Lesion Segmentation with Visual Cortex Anatomy Alike Neural Nets Chuanlong Li OOD 21 3 0 13 May 2021
LGPMA: Complicated Table Structure Recognition with Local and Global Pyramid Mask Alignment Liang Qiao Zaisheng Li Zhanzhan Cheng Peng Zhang Shiliang Pu Yi Niu Wenqi Ren Wenming Tan Leilei Gan 78 70 0 13 May 2021
Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation Hu Cao Yueyue Wang Jieneng Chen Dongsheng Jiang Xiaopeng Zhang Qi Tian Manning Wang ViT MedIm 146 2,936 0 12 May 2021
Development of a Multi-Task Learning V-Net for Pulmonary Lobar Segmentation on Computed Tomography and Application to Diseased Lungs M. Martell Mitchell Chen K. Linton-Reid J. Posma S. Copley E. Aboagye 38 3 0 11 May 2021
Segmentation of Anatomical Layers and Artifacts in Intravascular Polarization Sensitive Optical Coherence Tomography Using Attending Physician and Boundary Cardinality Losses Mohammad Haft-Javaherian M. Villiger K. Otsuka J. Daemen P. Libby Polina Golland B. Bouma 29 2 0 11 May 2021
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation R. Gandhi Yi Hong 40 0 0 10 May 2021
Surrogate Modeling of Fluid Dynamics with a Multigrid Inspired Neural Network Architecture Q. Le C. Ooi AI4CE 49 10 0 09 May 2021
R2U3D: Recurrent Residual 3D U-Net for Lung Segmentation Dhaval Kadia Md. Zahangir Alom Ranga Burada Tam V. Nguyen V. Asari 3DPC SSeg 46 10 0 05 May 2021
Impact of individual rater style on deep learning uncertainty in medical imaging segmentation Olivier Vincent C. Gros Julien Cohen-Adad 64 10 0 05 May 2021
Instances as Queries Yuxin Fang Shusheng Yang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu ISeg 86 260 0 05 May 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! H. Kervadec Houda Bahig L. Létourneau-Guillon Jose Dolz Ismail Ben Ayed 160 14 0 03 May 2021
ISTR: End-to-End Instance Segmentation with Transformers Jie Hu Liujuan Cao Yao Lu Shengchuan Zhang Yan Wang Ke Li Feiyue Huang Ling Shao Rongrong Ji ISeg 84 95 0 03 May 2021
PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Text Wenhai Wang Enze Xie Xiang Li Xuebo Liu Ding Liang Yang Zhibo Tong Lu Chunhua Shen 113 144 0 02 May 2021
JAS-GAN: Generative Adversarial Network Based Joint Atrium and Scar Segmentations on Unbalanced Atrial Targets Jun Chen Guang Yang H. Khan Heye Zhang Yanping Zhang Shu Zhao R. Mohiaddin T. Wong D. Firmin J. Keegan GAN MedIm 61 55 0 01 May 2021
IPatch: A Remote Adversarial Patch Yisroel Mirsky AAML 60 12 0 30 Apr 2021
A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media B. Yan D. Harp Bailian Chen R. Pawar AI4CE 58 75 0 30 Apr 2021
Pyramid Medical Transformer for Medical Image Segmentation Zhuangzhuang Zhang Weixiong Zhang ViT MedIm 67 49 0 29 Apr 2021
Evidential segmentation of 3D PET/CT images Ling Huang S. Ruan P. Decazes Thierry Denoeux 3DPC 73 14 0 27 Apr 2021
Every Annotation Counts: Multi-label Deep Supervision for Medical Image Segmentation Simon Reiß C. Seibold Alexander Freytag E. Rodner Rainer Stiefelhagen 134 62 0 27 Apr 2021
Weakly Supervised Volumetric Segmentation via Self-taught Shape Denoising Model Qian He Shuailin Li Xuming He 133 3 0 27 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 197 897 0 26 Apr 2021
Three-Dimensional Embedded Attentive RNN (3D-EAR) Segmentor for Left Ventricle Delineation from Myocardial Velocity Mapping Mengmeng Kuang Yinzhe Wu D. Alonso-Álvarez D. Firmin J. Keegan P. Gatehouse Guang Yang 19 2 0 26 Apr 2021
Revisiting the dynamics of Bose-Einstein condensates in a double well by deep learning with a hybrid network Shurui Li Jianqin Xu J. Qian Wei-ping Zhang 11 2 0 25 Apr 2021
Stroke-Based Scene Text Erasing Using Synthetic Data for Training Zhengmi Tang Tomo Miyazaki Yoshihiro Sugaya S. Omachi DiffM 56 27 0 23 Apr 2021
A Data-Adaptive Loss Function for Incomplete Data and Incremental Learning in Semantic Image Segmentation Minh H. Vu Gabriella Norman T. Nyholm Tommy Löfstedt MedIm OOD 57 14 0 22 Apr 2021
Multi-task Semi-supervised Learning for Pulmonary Lobe Segmentation Jingnan Jia Z. Zhai M. E. Bakker Irene Hernández-Girón Marius Staring B. Stoel 54 6 0 22 Apr 2021
Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation Yingda Xia Dong Yang Wenqi Li Andriy Myronenko Daguang Xu ... Elvira Stellato G. Carrafiello A. Ierardi Alan Yuille H. Roth OOD FedML 106 46 0 20 Apr 2021
A Joint Energy and Latency Framework for Transfer Learning over 5G Industrial Edge Networks Bofu Yang Omobayode Fagbohungbe Xuelin Cao Chau Yuen Lijun Qian Dusit Niyato Yan Zhang 71 33 0 19 Apr 2021
Convolutional Neural Networks in Orthodontics: a review Szymon Płotka T. Włodarczyk Ryszard Szczerba Przemyslaw Rokita Patrycja Bartkowska Oskar Komisarek A. Matthews-Brzozowski Tomasz Trzciñski AI4CE 54 8 0 18 Apr 2021
An Uncertainty-aware Hierarchical Probabilistic Network for Early Prediction, Quantification and Segmentation of Pulmonary Tumour Growth Xavier Rafael-Palou A. Aubanell M. Ceresa Vicent J. Ribas Gemma Piella M. A. G. Ballester 10 1 0 18 Apr 2021
Do We Really Need Dice? The Hidden Region-Size Biases of Segmentation Losses Bingyuan Liu Jose Dolz Adrian Galdran Riadh Kobbi Ismail Ben Ayed 74 20 0 18 Apr 2021
Learning Fuzzy Clustering for SPECT/CT Segmentation via Convolutional Neural Networks Junyu Chen Ye Li L. Luna H. Chung S. Rowe Yong Du L. Solnes Eric C. Frey 24 19 0 17 Apr 2021
ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration Junyu Chen Yufan He Eric C. Frey Ye Li Yong Du ViT MedIm 92 189 0 13 Apr 2021
Pointly-Supervised Instance Segmentation Bowen Cheng Omkar M. Parkhi A. Kirillov ISeg 141 118 0 13 Apr 2021
Crossover Learning for Fast Online Video Instance Segmentation Shusheng Yang Yuxin Fang Xinggang Wang Yu Li Chen Fang Ying Shan Bin Feng Wenyu Liu 117 105 0 13 Apr 2021
PAC Bayesian Performance Guarantees for Deep (Stochastic) Networks in Medical Imaging Anthony Sicilia Xingchen Zhao Anastasia Sosnovskikh Seong Jae Hwang BDL UQCV 55 4 0 12 Apr 2021
PGNet: Real-time Arbitrarily-Shaped Text Spotting with Point Gathering Network Pengfei Wang Chengquan Zhang Fei Qi Shanshan Liu Xiaoqiang Zhang Pengyuan Lyu Junyu Han Jingtuo Liu Errui Ding Guangming Shi 99 83 0 12 Apr 2021
Look Closer to Segment Better: Boundary Patch Refinement for Instance Segmentation Chufeng Tang Hang Chen Xiao-Li Li Jianmin Li Zhaoxiang Zhang Xiaolin Hu ISeg 98 80 0 12 Apr 2021
Deformable Capsules for Object Detection Rodney LaLonde Naji Khosravan Ulas Bagci 83 3 0 11 Apr 2021
Atrous Residual Interconnected Encoder to Attention Decoder Framework for Vertebrae Segmentation via 3D Volumetric CT Images Wenqiang Li Ym M. Tang Ziyang Wang K. Yu Sandy To MedIm 138 17 0 08 Apr 2021
Stable deep neural network architectures for mitochondria segmentation on electron microscopy volumes Daniel Franco-Barranco A. Muñoz-Barrutia Ignacio Arganda-Carreras 33 25 0 08 Apr 2021