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
Whole Brain Segmentation with Full Volume Neural Network Yeshu Li Jianwei Cui Yilun Sheng Xiao Liang Jingdong Wang E. Chang Yan Xu 134 11 0 29 Oct 2021
BI-GCN: Boundary-Aware Input-Dependent Graph Convolution Network for Biomedical Image Segmentation Y. Meng Hongrun Zhang Dongxu Gao Yitian Zhao Xiaoyun Yang Xuesheng Qian Xiaowei Huang Yalin Zheng GNN 129 27 0 27 Oct 2021
QU-net++: Image Quality Detection Framework for Segmentation of Medical 3D Image Stacks Sohini Roychowdhury 26 1 0 27 Oct 2021
Anatomical and Diagnostic Bayesian Segmentation in Prostate MRI $-$ Should Different Clinical Objectives Mandate Different Loss Functions? A. Saha Shengcai Liu J. Linmans M. Hosseinzadeh Ke Tang 77 8 0 25 Oct 2021
Industrial Scene Text Detection with Refined Feature-attentive Network Tongkun Guan Chaochen Gu Changsheng Lu Jingzheng Tu Qi Feng Kaijie Wu Xinping Guan 84 31 0 25 Oct 2021
Dual Shape Guided Segmentation Network for Organs-at-Risk in Head and Neck CT Images Shuai Wang T. Yanagihara B. Chera Colette J. Shen Daniel Pastor J. Lian 81 0 0 23 Oct 2021
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations with Limited Labels Moucheng Xu Yukun Zhou Chen Jin M. Groot N. Oxtoby Daniel C. Alexander Joseph Jacob 56 7 0 23 Oct 2021
PlaneRecNet: Multi-Task Learning with Cross-Task Consistency for Piece-Wise Plane Detection and Reconstruction from a Single RGB Image Yaxu Xie Fangwen Shu J. Rambach A. Pagani D. Stricker 3DV 89 13 0 21 Oct 2021
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data Christoph Reich Tim Prangemeier Ozdemir Cetin Heinz Koeppl 61 12 0 20 Oct 2021
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation Xiangyi Yan Hao Tang Shanlin Sun Haoyu Ma Deying Kong Xiaohui Xie ViT MedIm 85 132 0 20 Oct 2021
Toward Accurate and Reliable Iris Segmentation Using Uncertainty Learning Jianze Wei Huaibo Huang Muyi Sun Yunlong Wang Min Ren Ran He Zhenan Sun 55 5 0 20 Oct 2021
Talking Head Generation with Audio and Speech Related Facial Action Units Sen Chen Zhilei Liu Jiaxing Liu Zhengxiang Yan Longbiao Wang CVBM 58 16 0 19 Oct 2021
Color Image Segmentation Using Multi-Objective Swarm Optimizer and Multi-level Histogram Thresholding Mohammad Reza Naderi Boldaji Samaneh Hosseini Semnani 10 7 0 18 Oct 2021
FEANet: Feature-Enhanced Attention Network for RGB-Thermal Real-time Semantic Segmentation Fuqin Deng Hua Feng Mingjian Liang Hongmin Wang Yong Yang Yuan Gao Junfeng Chen Junjie Hu Xiyue Guo Tin Lun Lam 141 93 0 18 Oct 2021
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation Yinghuan Shi Jian Zhang T. Ling Jiwen Lu Yefeng Zheng Qian Yu Lei Qi Yang Gao UQCV 75 151 0 17 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 109 341 0 17 Oct 2021
Accurate Fine-grained Layout Analysis for the Historical Tibetan Document Based on the Instance Segmentation Penghai Zhao Weilan Wang Zhengqi Cai Guowei Zhang Yuqi Lu 41 7 0 15 Oct 2021
Gray Matter Segmentation in Ultra High Resolution 7 Tesla ex vivo T2w MRI of Human Brain Hemispheres Pulkit Khandelwal S. Sadaghiani Michael Tran Duong S. Ravikumar Sydney A. Lim ... M. Tisdall Sandhitsu R. Das L. Wisse David A. Wolk Paul Yushkevich 154 4 0 14 Oct 2021
Detecting Slag Formations with Deep Convolutional Neural Networks Christian von Koch William Anzén Max Fischer R. Sainudiin 31 1 0 13 Oct 2021
Spatial-temporal V-Net for automatic segmentation and quantification of right ventricles in gated myocardial perfusion SPECT images Chen Zhao Shi-ming Shi Zhuo He Cheng Wang Zhongqiang Zhao Xinli Li Yanli Zhou Weihua Zhou 104 0 0 11 Oct 2021
MD Loss: Efficient Training of 3D Seismic Fault Segmentation Network under Sparse Labels by Weakening Anomaly Annotation Yimin Dou Kewen Li Jianbing Zhu Timing Li Shaoquan Tan Zongchao Huang 29 26 0 11 Oct 2021
Exploring constraints on CycleGAN-based CBCT enhancement for adaptive radiotherapy Suraj Pai MedIm 30 0 0 09 Oct 2021
SkullEngine: A Multi-stage CNN Framework for Collaborative CBCT Image Segmentation and Landmark Detection Qin Liu H. Deng C. Lian Xiaoyang Chen Deqiang Xiao ... Xu Chen Tianshu Kuang J. Gateno P. Yap J. Xia 48 26 0 07 Oct 2021
Optimized U-Net for Brain Tumor Segmentation Michal Futrega Alexandre Milesi Michal Marcinkiewicz Pablo Ribalta SSeg 85 96 0 07 Oct 2021
Turing approximations, toric isometric embeddings & manifold convolutions P. Suárez-Serrato 47 1 0 05 Oct 2021
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation Devavrat Tomar Behzad Bozorgtabar M. Lortkipanidze Guillaume Vray Mohammad Saeed Rad Jean-Philippe Thiran 61 21 0 05 Oct 2021
Interactive Segmentation for COVID-19 Infection Quantification on Longitudinal CT scans M. X. Foo Seong Tae Kim Magdalini Paschali Leili Goli E. Burian Marcus R. Makowski R. Braren Nassir Navab T. Wendler 75 4 0 03 Oct 2021
Learning of Inter-Label Geometric Relationships Using Self-Supervised Learning: Application To Gleason Grade Segmentation Dwarikanath Mahapatra SSL 56 6 0 01 Oct 2021
A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images Alzayat Saleh I. Laradji Corey Lammie David Vazquez C. Flavell M. R. Azghadi 61 11 0 30 Sep 2021
Semi-Supervised Segmentation of Radiation-Induced Pulmonary Fibrosis from Lung CT Scans with Multi-Scale Guided Dense Attention Guotai Wang Shuwei Zhai G. Lasio Baoshe Zhang B. Yi Shifeng Chen T. MacVittie Dimitris N. Metaxas Jinghao Zhou Shaoting Zhang MedIm 96 66 0 29 Sep 2021
Group Shift Pointwise Convolution for Volumetric Medical Image Segmentation Junjun He Jin Ye Cheng Li Diping Song Wanli Chen Shanshan Wang Lixu Gu Yu Qiao 43 3 0 26 Sep 2021
Joint Progressive and Coarse-to-fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion Jinxin Lv Zhiwei Wang Hongkuan Shi Haobo Zhang Sheng Wang Yilang Wang Qiang Li 92 41 0 25 Sep 2021
Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble Hao Li Dewei Hu Qibang Zhu Kathleen E. Larson Huahong Zhang I. Oguz OOD 59 7 0 24 Sep 2021
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wild Pau Riba S. Dey Ali Furkan Biten Josep Llados 79 3 0 24 Sep 2021
A Quantitative Comparison of Epistemic Uncertainty Maps Applied to Multi-Class Segmentation Robin Camarasa D. Bos J. Hendrikse P. Nederkoorn D. Epidemiology D. Neurology Department of Computer Science UQCV 80 12 0 22 Sep 2021
Segmentation with mixed supervision: Confidence maximization helps knowledge distillation Bingyuan Liu Christian Desrosiers Ismail Ben Ayed Jose Dolz 50 17 0 21 Sep 2021
CondNet: Conditional Classifier for Scene Segmentation Changqian Yu Yuanjie Shao Changxin Gao Nong Sang 63 12 0 21 Sep 2021
Mutual Consistency Learning for Semi-supervised Medical Image Segmentation Yicheng Wu Z. Ge Donghao Zhang Minfeng Xu Lei Zhang Yong-quan Xia Jianfei Cai OOD SSL 153 244 0 21 Sep 2021
Reconstructing Cosmic Polarization Rotation with ResUNet-CMB E. Guzman Joel Meyers 52 9 0 20 Sep 2021
Parameter Decoupling Strategy for Semi-supervised 3D Left Atrium Segmentation Xuanting Hao Shengbo Gao Lijie Sheng Jicong Zhang 101 3 0 20 Sep 2021
LODE: Deep Local Deblurring and A New Benchmark Zerun Wang Liuyu Xiang Fan Yang Jinzhao Qian Jie Hu Haidong Huang Jungong Han Yuchen Guo Guiguang Ding 105 3 0 19 Sep 2021
MetaMedSeg: Volumetric Meta-learning for Few-Shot Organ Segmentation A. Makarevich Azade Farshad Vasileios Belagiannis Nassir Navab 82 10 0 18 Sep 2021
DeepMTS: Deep Multi-task Learning for Survival Prediction in Patients with Advanced Nasopharyngeal Carcinoma using Pretreatment PET/CT Mingyuan Meng B. Gu Lei Bi Shaoli Song Dagan Feng Jinman Kim MedIm 108 40 0 16 Sep 2021
A Multi-Task Cross-Task Learning Architecture for Ad-hoc Uncertainty Estimation in 3D Cardiac MRI Image Segmentation S. Hasan Cristian A. Linte 78 7 0 16 Sep 2021
Semi-supervised Contrastive Learning for Label-efficient Medical Image Segmentation Xinrong Hu Dewen Zeng Xiaowei Xu Yiyu Shi SSL 85 106 0 15 Sep 2021
MISSFormer: An Effective Medical Image Segmentation Transformer Xiaohong Huang Zhifang Deng Dandan Li Xueguang Yuan ViT MedIm 155 186 0 15 Sep 2021
HCDG: A Hierarchical Consistency Framework for Domain Generalization on Medical Image Segmentation Yijun Yang Shujun Wang Lei Zhu Lequan Yu 123 11 0 13 Sep 2021
Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning Jin Hong S. Yu Weitian Chen OOD MedIm 63 83 0 13 Sep 2021
CAN3D: Fast 3D Medical Image Segmentation via Compact Context Aggregation Wei Dai B. Woo Siyu Liu Matthew Marques Craig B. Engstrom P. Greer Stuart Crozier Jason Dowling Shekhar S. Chandra 105 14 0 12 Sep 2021
Team NeuroPoly: Description of the Pipelines for the MICCAI 2021 MS New Lesions Segmentation Challenge U. Macar E. Karthik C. Gros A. Lemay Julien Cohen-Adad 39 4 0 12 Sep 2021