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"

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Title
Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures H. Roth Dong Yang Wenqi Li Andriy Myronenko Wentao Zhu Ziyue Xu Xiaosong Wang Daguang Xu FedML 90 24 0 16 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 214 1,555 0 13 Jul 2021
Bidirectional Regression for Arbitrary-Shaped Text Detection Tao Sheng Zheng Lian 85 2 0 13 Jul 2021
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection Tao Sheng Jie Chen Zheng Lian 77 26 0 13 Jul 2021
EndoUDA: A modality independent segmentation approach for endoscopy imaging Numan Celik Sharib Ali Soumya Gupta B. Braden J. Rittscher 40 12 0 12 Jul 2021
TransClaw U-Net: Claw U-Net with Transformers for Medical Image Segmentation Yao Chang Menghan Hu Zhai Guangtao Xiao-Ping Zhang MedIm ViT 123 100 0 12 Jul 2021
Weaving Attention U-net: A Novel Hybrid CNN and Attention-based Method for Organs-at-risk Segmentation in Head and Neck CT Images Zhuangzhuang Zhang T. Zhao Hiram Gay Weixiong Zhang B. Sun 98 21 0 10 Jul 2021
Modality specific U-Net variants for biomedical image segmentation: A survey Narinder Singh Punn Sonali Agarwal SSeg 98 151 0 09 Jul 2021
A Deep Discontinuity-Preserving Image Registration Network Xiang Chen Nishant Ravikumar Yan Xia Alejandro F Frangi MedIm 65 21 0 09 Jul 2021
Towards Robust General Medical Image Segmentation Laura Alexandra Daza Juan C. Pérez Pablo Arbelaez OOD 78 26 0 09 Jul 2021
Atlas-Based Segmentation of Intracochlear Anatomy in Metal Artifact Affected CT Images of the Ear with Co-trained Deep Neural Networks Jianing Wang D. Su Yubo Fan Srijata Chakravorti J. Noble Benoit M. Dawant MedIm 28 2 0 08 Jul 2021
Label-set Loss Functions for Partial Supervision: Application to Fetal Brain 3D MRI Parcellation Lucas Fidon Michael Aertsen Doaa Emam Nada Mufti Frédéric Guffens ... A. David Andrew Melbourne Sébastien Ourselin Jam Deprest Tom Vercauteren 72 23 0 08 Jul 2021
MSE Loss with Outlying Label for Imbalanced Classification S. Kato Kazuhiro Hotta 18 11 0 06 Jul 2021
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object Detection Wenbo Zhang Ge-Peng Ji Zhuo Wang Keren Fu Qijun Zhao 94 116 0 05 Jul 2021
SSPNet: Scale Selection Pyramid Network for Tiny Person Detection from UAV Images Ming Hong Shuiwang Li Yuchao Yang Feiyu Zhu Qijun Zhao Li Lu ObjD 56 94 0 04 Jul 2021
SOLO: A Simple Framework for Instance Segmentation Xinlong Wang Rufeng Zhang Chunhua Shen Tao Kong Lei Li ISeg SSeg 62 89 0 30 Jun 2021
RCNN-SliceNet: A Slice and Cluster Approach for Nuclei Centroid Detection in Three-Dimensional Fluorescence Microscopy Images Liming Wu Shuo Han Alain Chen P. Salama K. Dunn Edward J. Delp 3DPC 56 10 0 29 Jun 2021
K-Net: Towards Unified Image Segmentation Wenwei Zhang Jiangmiao Pang Kai-xiang Chen Chen Change Loy ISeg 116 371 0 28 Jun 2021
Recent Advances in Fibrosis and Scar Segmentation from Cardiac MRI: A State-of-the-Art Review and Future Perspectives Yinzhe Wu Zeyu Tang Binghuan Li D. Firmin Guang Yang 62 40 0 28 Jun 2021
Residual Moment Loss for Medical Image Segmentation Quanziang Wang Renzhen Wang Yuexiang Li Kai Ma Yefeng Zheng Deyu Meng MedIm 18 0 0 27 Jun 2021
Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image Yuanqi Du Quan Quan Hu Han S. Kevin Zhou GAN MedIm 47 3 0 24 Jun 2021
Bootstrap Representation Learning for Segmentation on Medical Volumes and Sequences Zejian Chen Wei Zhuo Tianfu Wang Wufeng Xue Dong Ni 96 6 0 23 Jun 2021
P2T: Pyramid Pooling Transformer for Scene Understanding Yu-Huan Wu Yun-Hai Liu Xin Zhan Mingg-Ming Cheng ViT 153 232 0 22 Jun 2021
RootPainter3D: Interactive-machine-learning enables rapid and accurate contouring for radiotherapy Abraham George Smith Jens Petersen C. Terrones-Campos A. Berthelsen Nora Jarrett Forbes S. Darkner L. Specht I. Vogelius MedIm AI4CE 50 22 0 22 Jun 2021
Fully automated quantification of in vivo viscoelasticity of prostate zones using magnetic resonance elastography with Dense U-net segmentation Nader Aldoj F. Biavati M. Dewey A. Hennemuth P. Asbach I. Sack 21 4 0 21 Jun 2021
Distilling effective supervision for robust medical image segmentation with noisy labels Jialin Shi Ji Wu NoLa 58 32 0 21 Jun 2021
PIANO: A Parametric Hand Bone Model from Magnetic Resonance Imaging Yuwei Li Minye Wu Yuyao Zhang Lan Xu Jingyi Yu 51 26 0 21 Jun 2021
Quality-Aware Memory Network for Interactive Volumetric Image Segmentation Tianfei Zhou Liulei Li G. Bredell Jianwu Li E. Konukoglu 115 14 0 20 Jun 2021
More than Encoder: Introducing Transformer Decoder to Upsample Yijiang Li Wentian Cai Ying Gao Chengming Li Xiping Hu ViT MedIm 76 55 0 20 Jun 2021
Hybrid graph convolutional neural networks for landmark-based anatomical segmentation Nicolás Gaggion Lucas Mansilla Diego H. Milone Enzo Ferrante MedIm 56 8 0 17 Jun 2021
Automatic Segmentation of the Prostate on 3D Trans-rectal Ultrasound Images using Statistical Shape Models and Convolutional Neural Networks Golnoosh Samei Davood Karimi Claudia Kesch Septimiu Salcudean 16 3 0 17 Jun 2021
CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis Dwarikanath Mahapatra Ankur Singh 81 8 0 15 Jun 2021
Conference proceedings KI4Industry AI for SMEs -- The online congress for practical entry into AI for SMEs Michael Arnemann Per Olof Beckemeier Thomas Bertram Michael Eder Maximilian Erschig ... Tim Schanz Philip Scherer Janine Schwienke Martin Simon Robin Tenscher-Philipp 18 0 0 14 Jun 2021
Pixel Sampling for Style Preserving Face Pose Editing Xiangnan Yin Di Huang Hongyu Yang Zehua Fu Yunhong Wang Liming Chen CVBM 63 1 0 14 Jun 2021
LENAS: Learning-based Neural Architecture Search and Ensemble for 3D Radiotherapy Dose Prediction Yi Lin Yanfei Liu Hao-tao Chen Xin Yang Kai Ma Yefeng Zheng Kwang-Ting Cheng 3DV 60 6 0 12 Jun 2021
The Medical Segmentation Decathlon Michela Antonelli Annika Reinke Spyridon Bakas Keyvan Farahani AnnetteKopp-Schneider ... Zhanwei Xu Yefeng Zheng Amber L. Simpson Lena Maier-Hein M. Jorge Cardoso OOD 123 999 0 10 Jun 2021
Deep Direct Volume Rendering: Learning Visual Feature Mappings From Exemplary Images J. Weiss Nassir Navab MedIm 78 9 0 09 Jun 2021
EnMcGAN: Adversarial Ensemble Learning for 3D Complete Renal Structures Segmentation Yuting He Rongjun Ge Xiaoming Qi Guanyu Yang Yang Chen Youyong Kong H. Shu J. Coatrieux Shuo Li MedIm 34 3 0 08 Jun 2021
Weakly Supervised Volumetric Image Segmentation with Deformed Templates Udaranga Wickramasinghe Patrick M. Jensen Mian Akbar Shah Jiancheng Yang Pascal Fua 3DPC 48 6 0 07 Jun 2021
DINs: Deep Interactive Networks for Neurofibroma Segmentation in Neurofibromatosis Type 1 on Whole-Body MRI Jian-Wei Zhang Wei Chen K. I. Ly Xubin Zhang Fan Yan J. Jordan G. Harris S. Plotkin Pengyi Hao W. Cai 34 6 0 07 Jun 2021
Video Instance Segmentation using Inter-Frame Communication Transformers Sukjun Hwang Miran Heo Seoung Wug Oh Seon Joo Kim ViT 131 138 0 07 Jun 2021
Highlighting the Importance of Reducing Research Bias and Carbon Emissions in CNNs A. Badar Arnav Varma Adrian Staniec Mahmoud Gamal Omar Magdy Haris Iqbal Elahe Arani Bahram Zonooz 95 7 0 06 Jun 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding Muchen Li Leonid Sigal ObjD 113 196 0 06 Jun 2021
Reducing the feature divergence of RGB and near-infrared images using Switchable Normalization Siwei Yang Shaozuo Yu Bingchen Zhao Yin Wang 92 13 0 06 Jun 2021
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 105 185 0 04 Jun 2021
Recent advances and clinical applications of deep learning in medical image analysis Xuxin Chen Ximing Wang Kecheng Zhang K. Fung T. Thai K. Moore Robert S. Mannel Hong Liu B. Zheng Y. Qiu OOD 134 607 0 27 May 2021
Cardiac Segmentation on CT Images through Shape-Aware Contour Attentions Sanguk Park Minyoung Chung 24 15 0 27 May 2021
Self-Ensembling Contrastive Learning for Semi-Supervised Medical Image Segmentation Jin-Peng Xiang Zhuowei Li Wenji Wang Qing Xia Shaoting Zhang SSL 50 15 0 27 May 2021
CoRSAI: A System for Robust Interpretation of CT Scans of COVID-19 Patients Using Deep Learning Manvel Avetisian I. Burenko K. Egorov V. Kokh A. Nesterov A. Nikolaev Alexander Ponomarchuk Elena Sokolova Alexander Tuzhilin Dmitry Umerenkov OOD 64 5 0 25 May 2021
BoundarySqueeze: Image Segmentation as Boundary Squeezing Hao He Xiangtai Li Kuiyuan Yang Guangliang Cheng Yunhai Tong Lubin Weng Zhengjun Zha Jianping Shi ISeg 68 10 0 25 May 2021