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 / 2,425 papers shown

Title
Dense Dilated Network with Probability Regularized Walk for Vessel Detection Lei Mou Li Chen Jun Cheng Zaiwang Gu Yitian Zhao Jiang-Dong Liu MedIm 73 119 0 26 Oct 2019
Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network Ibrahim Saad Ali Mamdouh Farouk Mohamed Y. B. Mahdy GAN MedIm 49 122 0 25 Oct 2019
We Know Where We Don't Know: 3D Bayesian CNNs for Credible Geometric Uncertainty T. LaBonte Carianne Martinez S. Roberts UQCV 3DV 53 31 0 23 Oct 2019
Tropical Cyclone Track Forecasting using Fused Deep Learning from Aligned Reanalysis Data Sophie Giffard-Roisin Mo Yang Guillaume Charpiat Christina Kumler-Bonfanti Balázs Kégl C. Monteleoni 83 88 0 23 Oct 2019
Random 2.5D U-net for Fully 3D Segmentation Christoph Angermann Markus Haltmeier SSeg 3DV 3DPC 40 17 0 23 Oct 2019
Semi-supervised Multi-domain Multi-task Training for Metastatic Colon Lymph Node Diagnosis From Abdominal CT Saskia Glaser Gabriel Maicas S. Bedrikovetski T. Sammour G. Carneiro 71 8 0 23 Oct 2019
Relation Modeling with Graph Convolutional Networks for Facial Action Unit Detection Zhilei Liu Jiahui Dong Cuicui Zhang Longbiao Wang Jianwu Dang CVBM 69 66 0 23 Oct 2019
J Regularization Improves Imbalanced Multiclass Segmentation F. Guerrero-Peña Pedro Diamel Marrero Fernández Paul T. Tarr Ing Ren Tsang E. Meyerowitz Alexandre Cunha 66 30 0 22 Oct 2019
Deep Mouse: An End-to-end Auto-context Refinement Framework for Brain Ventricle and Body Segmentation in Embryonic Mice Ultrasound Volumes Tongda Xu Ziming Qiu William Das Chuiyu Wang Jack Langerman ... O. Aristizábal J. Mamou D. Turnbull J. Ketterling Yao Wang 21 8 0 20 Oct 2019
Combining Shape Priors with Conditional Adversarial Networks for Improved Scapula Segmentation in MR images Arnaud Boutillon Bhushan S Borotikar Valérie Burdin Pierre-Henri Conze MedIm 55 20 0 20 Oct 2019
Organ At Risk Segmentation with Multiple Modality Kuan-Lun Tseng Winston H. Hsu Chun Wu Ya-Fang Shih Fan-Yun Sun MedIm 26 0 0 17 Oct 2019
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 36 5 0 16 Oct 2019
Deep Semantic Segmentation of Natural and Medical Images: A Review Saeid Asgari Taghanaki Kumar Abhishek Joseph Paul Cohen Julien Cohen-Adad Ghassan Hamarneh SSeg VLM 189 685 0 16 Oct 2019
Automated Detection of Left Ventricle in Arterial Input Function Images for Inline Perfusion Mapping using Deep Learning: A study of 15,000 Patients H. Xue Ethan Tseng K. Knott T. Kotecha L. Brown S. Plein Marianna Fontana James C. Moon Peter Kellman 41 44 0 16 Oct 2019
Liver segmentation and metastases detection in MR images using convolutional neural networks M. J. Jansen Hugo J. Kuijf M. Niekel W. Veldhuis F. Wessels M. Viergever J. Pluim MedIm 38 36 0 15 Oct 2019
FireNet: Real-time Segmentation of Fire Perimeter from Aerial Video Jigar Doshi Dominic Garcia Cliff Massey Pablo Llueca Nicolas Borensztein Michael Baird Matthew Cook Devaki Raj 50 11 0 14 Oct 2019
Parameter-Transferred Wasserstein Generative Adversarial Network (PT-WGAN) for Low-Dose PET Image Denoising Yu Gong Hongming Shan Yueyang Teng Taohui Xiao Ming Li Guodong Liang Ge Wang Shanshan Wang GAN MedIm 21 2 0 13 Oct 2019
End-to-End Defect Detection in Automated Fiber Placement Based on Artificially Generated Data S. Zambal Christoph Heindl C. Eitzinger J. Scharinger 34 27 0 11 Oct 2019
FastSurfer -- A fast and accurate deep learning based neuroimaging pipeline Leonie Henschel Sailesh Conjeti Santiago Estrada K. Diers Bruce Fischl M. Reuter MedIm 136 410 0 09 Oct 2019
Brain MRI Tumor Segmentation with Adversarial Networks E. Giacomello Daniele Loiacono L. Mainardi GAN MedIm 74 6 0 07 Oct 2019
AdvSPADE: Realistic Unrestricted Attacks for Semantic Segmentation Guangyu Shen Chengzhi Mao Junfeng Yang Baishakhi Ray GAN 52 12 0 06 Oct 2019
A Deep Learning System That Generates Quantitative CT Reports for Diagnosing Pulmonary Tuberculosis Wei Wu Xukun Li Peng Du Guan-jing Lang Min Xu Kaijin Xu Lanjuan Li MedIm 59 56 0 05 Oct 2019
Cascaded Volumetric Convolutional Network for Kidney Tumor Segmentation from CT volumes Yao Zhang Yixin Wang S. Rafaeli Jiawei Yang Guangwei Xiong Jiang Tian Moshe Sulamy MedIm 41 25 0 05 Oct 2019
Pi-PE: A Pipeline for Pulmonary Embolism Detection using Sparsely Annotated 3D CT Images Deepta Rajan David Beymer Shafiq Abedin E. Dehghan 58 27 0 05 Oct 2019
Cardiac Segmentation of LGE MRI with Noisy Labels H. Roth Wentao Zhu Dong Yang Ziyue Xu Daguang Xu 41 11 0 02 Oct 2019
Weakly supervised segmentation from extreme points H. Roth Ling Zhang Dong Yang Fausto Milletari Ziyue Xu Xiaosong Wang Daguang Xu 84 21 0 02 Oct 2019
RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking A. Chaudhary Rakshit Kothari Manoj Acharya Shusil Dangi Nitinraj Nair Reynold J. Bailey Christopher Kanan Gabriel J. Diaz J. Pelz 68 104 0 01 Oct 2019
CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing Kevin Duarte Yogesh S Rawat M. Shah VOS 92 69 0 30 Sep 2019
RAUNet: Residual Attention U-Net for Semantic Segmentation of Cataract Surgical Instruments Zhen-Liang Ni Guibin Bian Xiao-Hu Zhou Z. Hou Xiaoliang Xie Chen Wang Yan-Jie Zhou Rui-Qi Li Zhen Li 80 116 0 23 Sep 2019
Brain Tumor Segmentation and Survival Prediction R. Agravat M. Raval 45 53 0 20 Sep 2019
Deep learning architectures for automated image segmentation Debleena Sengupta SSeg 31 0 0 19 Sep 2019
Probabilistic Atlases to Enforce Topological Constraints Udaranga Wickramasinghe G. Knott Pascal Fua SSeg 47 6 0 18 Sep 2019
Z-Net: an Anisotropic 3D DCNN for Medical CT Volume Segmentation Peichao Li Xiao-Yun Zhou Zhao-Yang Wang Guang-Zhong Yang 3DPC 67 6 0 16 Sep 2019
Particle reconstruction of volumetric particle image velocimetry with strategy of machine learning Q. Gao Shaowu Pan Hongping Wang R. Wei Jinjun Wang 3DV 21 30 0 16 Sep 2019
3D Kidneys and Kidney Tumor Semantic Segmentation using Boundary-Aware Networks Andriy Myronenko Ali Hatamizadeh 77 35 0 14 Sep 2019
3D Deep Affine-Invariant Shape Learning for Brain MR Image Segmentation Zhouqin He Siqi Bao Albert C. S. Chung 3DV 23 7 0 14 Sep 2019
SegNAS3D: Network Architecture Search with Derivative-Free Global Optimization for 3D Image Segmentation Ken C. L. Wong Mehdi Moradi 3DV 3DPC 76 19 0 12 Sep 2019
CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI Dennis Bontempi Sergio Benini A. Signoroni M. Svanera L. Muckli 3DV 125 26 0 11 Sep 2019
Deep Learning for Brain Tumor Segmentation in Radiosurgery: Prospective Clinical Evaluation B. Shirokikh A. Dalechina A. Shevtsov Egor Krivov V. Kostjuchenko A. Durgaryan M. Galkin I. Osinov A. Golanov Mikhail Belyaev 3DV 21 5 0 06 Sep 2019
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking Anna Kukleva M. A. Khan Hafez Farazi Sven Behnke 41 6 0 05 Sep 2019
3D U $^2$ -Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation Chao Huang Hu Han Qingsong Yao Shankuan Zhu S. Kevin Zhou OOD SSeg 84 71 0 04 Sep 2019
A Novel Loss Function Incorporating Imaging Acquisition Physics for PET Attenuation Map Generation using Deep Learning Luyao Shi J. Onofrey E. Revilla T. Toyonaga David Menard Johnny S. Ankrah R. Carson Chi Liu Yihuan Lu MedIm 18 30 0 03 Sep 2019
Hyper-Pairing Network for Multi-Phase Pancreatic Ductal Adenocarcinoma Segmentation Yuyin Zhou Yingwei Li Zhishuai Zhang Yan Wang Angtian Wang Elliot K. Fishman Alan Yuille Seyoun Park 65 46 0 03 Sep 2019
DeepHealth: Review and challenges of artificial intelligence in health informatics Gloria Hyunjung Kwak Pan Hui SyDa 56 26 0 01 Sep 2019
Bi-Directional ConvLSTM U-Net with Densley Connected Convolutions Reza Azad Maryam Asadi-Aghbolaghi M. Fathy Sergio Escalera SSeg MedIm 91 347 0 31 Aug 2019
Fast Video Object Segmentation via Mask Transfer Network Tao Zhuo Zhiyong Cheng Mohan Kankanhalli VOS 58 2 0 28 Aug 2019
Embracing Imperfect Datasets: A Review of Deep Learning Solutions for Medical Image Segmentation Nima Tajbakhsh Laura Jeyaseelan Q. Li J. Chiang Zhihao Wu Xiaowei Ding 172 770 0 27 Aug 2019
Reproducible White Matter Tract Segmentation Using 3D U-Net on a Large-scale DTI Dataset Yue Liu M. Groot Meike W. Vernooij M. Ikram W. Niessen Esther E. Bron 66 8 0 26 Aug 2019
Customized OCT images compression scheme with deep neural network Pengfei Guo Dawei Li Xingde Li MedIm 40 0 0 24 Aug 2019
Query-Based Named Entity Recognition Yuxian Meng Xiaoya Li Zijun Sun Jiwei Li 37 1 0 24 Aug 2019