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 / 2,398 papers shown

Title
Implicit Pairs for Boosting Unpaired Image-to-Image Translation Y. Ginger Dov Danon Hadar Averbuch-Elor Daniel Cohen-Or 30 2 0 15 Apr 2019
Look More Than Once: An Accurate Detector for Text of Arbitrary Shapes Chengquan Zhang Borong Liang Zuming Huang Mengyi En Junyu Han Errui Ding Xinghao Ding 30 231 0 13 Apr 2019
Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation Yuyin Zhou Zhe Li S. Bai Chong Wang Xinlei Chen Mei Han Elliot K. Fishman Alan Yuille 16 175 0 12 Apr 2019
MAIN: Multi-Attention Instance Network for Video Segmentation Juan Carlos León Alcázar M. A. Bravo Ali K. Thabet Guillaume Jeanneret Thomas Brox Pablo Arbeláez Guohao Li VOS 11 2 0 11 Apr 2019
Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds Zihao Liu Xiaowei Xu Tao Liu Qi Liu Yanzhi Wang Yiyu Shi Wujie Wen Meiping Huang Haiyun Yuan Jian Zhuang 13 33 0 09 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 19 77 0 06 Apr 2019
3D Dilated Multi-Fiber Network for Real-time Brain Tumor Segmentation in MRI Chen Chen Xiaopeng Liu Meng Ding Junfeng Zheng Jiangyun Li MedIm 26 150 0 06 Apr 2019
3DQ: Compact Quantized Neural Networks for Volumetric Whole Brain Segmentation Magdalini Paschali Stefano Gasperini Abhijit Guha Roy Michael Y.-S. Fang Nassir Navab 22 19 0 05 Apr 2019
Radiotherapy Target Contouring with Convolutional Gated Graph Neural Network Chun-Hung Chao Y. Cheng Hsien-Tzu Cheng Chi-Wen Huang T. Ho C. Tseng Le Lu Min Sun MedIm 24 4 0 05 Apr 2019
Segmentation of the Prostatic Gland and the Intraprostatic Lesions on Multiparametic MRI Using Mask-RCNN Z. Dai Eric N Carver Chang Liu Joon-Young Lee A. Feldman Weiwei Zong Milan Pantelic Mohamed Elshaikh Ning Wen 19 5 0 04 Apr 2019
Improved Inference via Deep Input Transfer Saeid Asgari Taghanaki Kumar Abhishek Ghassan Hamarneh SSeg 13 7 0 04 Apr 2019
Towards annotation-efficient segmentation via image-to-image translation Eugene Vorontsov Pavlo Molchanov Christopher Beckham Jan Kautz Samuel Kadoury MedIm 15 13 0 02 Apr 2019
Thickened 2D Networks for Efficient 3D Medical Image Segmentation Qihang Yu Yingda Xia Lingxi Xie Elliot K. Fishman Alan Yuille 3DPC MedIm 33 29 0 02 Apr 2019
DefectNET: multi-class fault detection on highly-imbalanced datasets Nantheera Anantrasirichai David Bull 27 20 0 01 Apr 2019
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge Hugo J. Kuijf J. M. Biesbroek J. de Bresser R. Heinen Simon Andermatt ... Christopher P L H Chen W. M. van der Flier F. Barkhof M. Viergever G. Biessels 11 250 0 01 Apr 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 18 449 0 01 Apr 2019
ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data F. Diakogiannis F. Waldner P. Caccetta Chen Wu SSeg 24 1,277 0 01 Apr 2019
CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study L. Rundo Changhee Han Jin Zhang Ryuichiro Hataya Yudai Nagano ... A. Tangherloni M. Gilardi Salvatore Vitabile Hideki Nakayama G. Mauri 24 31 0 29 Mar 2019
Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 6 91 0 29 Mar 2019
Deep Network for Capacitive ECG Denoising Vignesh Ravichandran Balamurali Murugesan Sharath M. Shankaranarayana Keerthi Ram P. PreejithS. J. Joseph M. Sivaprakasam 21 12 0 29 Mar 2019
3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles Yuankai Huo Zhoubing Xu Yunxi Xiong Katherine Aboud P. Parvathaneni Shunxing Bao Camilo Bermudez Susan M. Resnick L. Cutting Bennett A. Landman 33 247 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 37 179 0 27 Mar 2019
An Alarm System For Segmentation Algorithm Based On Shape Model Fengze Liu Yingda Xia Ke Wang Alan Yuille Daguang Xu 15 22 0 26 Mar 2019
Automatic Pulmonary Lobe Segmentation Using Deep Learning Hao Tang Chupeng Zhang Xiaohui Xie 14 54 0 23 Mar 2019
Disentangled Representation Learning in Cardiac Image Analysis A. Chartsias T. Joyce G. Papanastasiou M. Williams D. Newby R. Dharmakumar Sotirios A. Tsaftaris DRL 25 126 0 22 Mar 2019
Deep Learning with Anatomical Priors: Imitating Enhanced Autoencoders in Latent Space for Improved Pelvic Bone Segmentation in MRI Duc Duy Pham Gurbandurdy Dovletov S. Warwas S. Landgraeber Marcus Jäger J. Pauli SSeg MedIm AI4CE 8 9 0 21 Mar 2019
Convolutional Neural Network on Semi-Regular Triangulated Meshes and its Application to Brain Image Data Chaoqiang Liu Hui Ji A. Qiu 13 1 0 21 Mar 2019
Prostate Segmentation from Ultrasound Images using Residual Fully Convolutional Network M. S. Hossain A. Paplinski John M. Betts MedIm 10 2 0 21 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 26 109 0 21 Mar 2019
Dilated deeply supervised networks for hippocampus segmentation in MRI Lukas Folle Sulaiman Vesal Nishant Ravikumar Andreas Maier MedIm 11 14 0 20 Mar 2019
Interactive segmentation of medical images through fully convolutional neural networks Tomas Sakinis Fausto Milletari H. Roth P. Korfiatis Petro M. Kostandy Kenneth A. Philbrick Z. Akkus Ziyue Xu Daguang Xu Bradley J. Erickson 11 81 0 19 Mar 2019
Domain adaptation for holistic skin detection Aloisio Dourado Frederico Guth Teofilo de Campos Weigang Li 19 13 0 16 Mar 2019
ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records Rajkumar Saini Derek Dobson Jon Morrey F. Liwicki Marcus Liwicki 19 19 0 08 Mar 2019
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen 6 263 0 08 Mar 2019
You Only Recognize Once: Towards Fast Video Text Spotting Zhanzhan Cheng Jing Lu Yi Niu Shiliang Pu Fei Wu Shuigeng Zhou 13 39 0 08 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 30 146 0 07 Mar 2019
CE-Net: Context Encoder Network for 2D Medical Image Segmentation Zaiwang Gu Jun Cheng Huazhu Fu Kang Zhou Huaying Hao Yitian Zhao Tianyang Zhang Shenghua Gao Jiang-Dong Liu SSeg 33 1,614 0 07 Mar 2019
Towards a Uniform Architecture for the Efficient Implementation of 2D and 3D Deconvolutional Neural Networks on FPGAs Deguang Wang Junzhong Shen M. Wen Chunyuan Zhang 13 8 0 06 Mar 2019
A Kernelized Manifold Mapping to Diminish the Effect of Adversarial Perturbations Saeid Asgari Taghanaki Kumar Abhishek Shekoofeh Azizi Ghassan Hamarneh AAML 31 40 0 03 Mar 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 30 10 0 03 Mar 2019
Segmentation of Roots in Soil with U-Net Abraham George Smith Jens Petersen Raghavendra Selvan C. Rasmussen 19 122 0 28 Feb 2019
Transformation Consistent Self-ensembling Model for Semi-supervised Medical Image Segmentation Xuelong Li Lequan Yu Hao Chen Chi-Wing Fu Lei Xing Pheng-Ann Heng MedIm 19 377 0 28 Feb 2019
Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Changhee Han K. Murao T. Noguchi Yusuke Kawata F. Uchiyama L. Rundo Hideki Nakayama Shiníchi Satoh MedIm 10 98 0 26 Feb 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 19 394 0 25 Feb 2019
Rapidly Adapting Moment Estimation Guoqiang Zhang Kenta Niwa W. Kleijn ODL 6 0 0 24 Feb 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 36 157 0 21 Feb 2019
Evaluation of Algorithms for Multi-Modality Whole Heart Segmentation: An Open-Access Grand Challenge Xiahai Zhuang Lei Li Christian Payer Darko Štern M. Urschler ... Sebastien Ourselin R. Mohiaddin J. Keegan D. Firmin Guang Yang 31 267 0 21 Feb 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 18 220 0 20 Feb 2019
Motion Corrected Multishot MRI Reconstruction Using Generative Networks with Sensitivity Encoding Muhammad Usman Muhammad Asim S. Latif B. Lee Junaid Qadir MedIm DiffM GAN 30 58 0 20 Feb 2019
Accurate Automatic Segmentation of Amygdala Subnuclei and Modeling of Uncertainty via Bayesian Fully Convolutional Neural Network Yilin Liu Gengyan Zhao Brendon M. Nacewicz N. Adluru Gregory R. Kirk P. Ferrazzano Martin Styner Andrew L. Alexander 21 6 0 19 Feb 2019