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
BowNet: Dilated Convolution Neural Network for Ultrasound Tongue Contour Extraction Mohammad Mozaffari Won-Sook Lee 36 8 0 10 Jun 2019
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss Guotai Wang J. Shapey Wenqi Li Reuben Dorent A. Demitriadis Sotirios Bisdas I. Paddick R. Bradford Sebastien Ourselin Tom Vercauteren 54 69 0 10 Jun 2019
Association of genomic subtypes of lower-grade gliomas with shape features automatically extracted by a deep learning algorithm Mateusz Buda Ashirbani Saha Maciej A. Mazurowski 115 273 0 09 Jun 2019
DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks Aryan Mobiny H. Nguyen S. Moulik Naveen Garg Carol C. Wu UQCV BDL 76 163 0 07 Jun 2019
V-NAS: Neural Architecture Search for Volumetric Medical Image Segmentation Zhuotun Zhu Chenxi Liu Dong Yang Alan Yuille Daguang Xu 91 105 0 06 Jun 2019
Anatomical Priors for Image Segmentation via Post-Processing with Denoising Autoencoders Agostina J. Larrazabal Cesar E. Martínez Enzo Ferrante 55 44 0 05 Jun 2019
Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Changhee Han L. Rundo Ryosuke Araki Yudai Nagano Yujiro Furukawa G. Mauri Hideki Nakayama Hideaki Hayashi MedIm 66 162 0 31 May 2019
Graph Learning Network: A Structure Learning Algorithm Darwin Danilo Saire Pilco Adín Ramirez Rivera GNN 20 15 0 29 May 2019
A multi-path 2.5 dimensional convolutional neural network system for segmenting stroke lesions in brain MRI images Yunzhe Xue F. Farhat Olga Boukrina A. Barrett J. Binder Usman Roshan William W. Graves MedIm 47 64 0 26 May 2019
A Survey on Biomedical Image Captioning Vasiliki Kougia John Pavlopoulos Ion Androutsopoulos MedIm 81 83 0 26 May 2019
Ensemble of 3D CNN regressors with data fusion for fluid intelligence prediction Marina Pominova Anna Kuzina E. Kondrateva Svetlana Sushchinskaya M. Sharaev Evgeny Burnaev V. Yarkin 36 7 0 25 May 2019
WPU-Net: Boundary Learning by Using Weighted Propagation in Convolution Network Boyuan Ma Chuni Liu Xiaoyan Wei Hao Wang Weihua Xue Haiyou Huang 24 16 0 22 May 2019
Task Decomposition and Synchronization for Semantic Biomedical Image Segmentation Xuhua Ren Lichi Zhang Sahar Ahmad Dong Nie Fan Yang L. Xiang Qian Wang Dinggang Shen 93 26 0 21 May 2019
A 2D dilated residual U-Net for multi-organ segmentation in thoracic CT Sulaiman Vesal Nishant Ravikumar Andreas Maier 50 44 0 19 May 2019
3D Dense Separated Convolution Module for Volumetric Image Analysis Lei Qu Changfeng Wu Liang Zou 30 2 0 14 May 2019
T-Net: Nested encoder-decoder architecture for the main vessel segmentation in coronary angiography Tae Joon Jun Jihoon Kweon Young-Hak Kim Daeyoung Kim MedIm 23 2 0 10 May 2019
Two-Stage Convolutional Neural Network Architecture for Lung Nodule Detection Haichao Cao Hong Liu E. Song Guangzhi Ma Xiangyang Xu Renchao Jin Tengying Liu C. Hung 24 8 0 09 May 2019
A Visual Programming Paradigm for Abstract Deep Learning Model Development Srikanth G. Tamilselvam Naveen Panwar Shreya Khare Rahul Aralikatte A. Sankaran Senthil Mani VLM 16 20 0 07 May 2019
Accurate Tissue Interface Segmentation via Adversarial Pre-Segmentation of Anterior Segment OCT Images J. Ouyang T. Mathai K. Lathrop J. Galeotti GAN 44 23 0 07 May 2019
Reducing the Hausdorff Distance in Medical Image Segmentation with Convolutional Neural Networks Davood Karimi Septimiu E. Salcudean MedIm 84 400 0 22 Apr 2019
Deep Q Learning Driven CT Pancreas Segmentation with Geometry-Aware U-Net Yunze Man Yangsibo Huang Junyi Feng Xi Li Leilei Gan SSeg 57 126 0 19 Apr 2019
Automated Segmentation of Pulmonary Lobes using Coordination-Guided Deep Neural Networks Wenjia Wang Junxuan Chen Jie Zhao Ying Chi Xuansong Xie Li Zhang Xiansheng Hua 59 25 0 19 Apr 2019
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss Mhd Hasan Sarhan Shadi Albarqouni Mehmet Yigitsoy Nassir Navab Abouzar Eslami MedIm 38 30 0 18 Apr 2019
Material Segmentation of Multi-View Satellite Imagery Matthew Purri Jia Xue Kristin J. Dana Matthew J. Leotta Dan R. Lipsa Zhixin Li Bo Xu J. Shan 107 8 0 17 Apr 2019
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets L. Rundo Changhee Han Yudai Nagano Jin Zhang Ryuichiro Hataya ... M. Gilardi Salvatore Vitabile G. Mauri Hideki Nakayama P. Cazzaniga 69 235 0 17 Apr 2019
Automated Design of Deep Learning Methods for Biomedical Image Segmentation Hyunjin Park Paul F. Jäger Simon A. A. Kohl Jens Petersen Klaus H. Maier-Hein 3DV SSeg 148 173 0 17 Apr 2019
DLBC: A Deep Learning-Based Consensus in Blockchains for Deep Learning Services Boyang Li Changhao Chenli Xiaowei Xu Yiyu Shi Taeho Jung 60 14 0 15 Apr 2019
Implicit Pairs for Boosting Unpaired Image-to-Image Translation Y. Ginger Dov Danon Hadar Averbuch-Elor Daniel Cohen-Or 75 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 84 232 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 55 177 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 26 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 39 33 0 09 Apr 2019
LP-3DCNN: Unveiling Local Phase in 3D Convolutional Neural Networks Sudhakar Kumawat Shanmuganathan Raman 3DPC 87 78 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 91 150 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 67 21 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 30 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 26 5 0 04 Apr 2019
Improved Inference via Deep Input Transfer Saeid Asgari Taghanaki Kumar Abhishek Ghassan Hamarneh SSeg 66 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 66 15 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 71 29 0 02 Apr 2019
DefectNET: multi-class fault detection on highly-imbalanced datasets Nantheera Anantrasirichai David Bull 51 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 70 258 0 01 Apr 2019
Med3D: Transfer Learning for 3D Medical Image Analysis Sihong Chen Kai Ma Yefeng Zheng MedIm 73 467 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 155 1,359 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 62 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 89 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 34 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 93 252 0 28 Mar 2019
Deep Co-Training for Semi-Supervised Image Segmentation Jizong Peng Guillermo Estrada M. Pedersoli Christian Desrosiers 126 182 0 27 Mar 2019
An Alarm System For Segmentation Algorithm Based On Shape Model Fengze Liu Yingda Xia Ke Wang Alan Yuille Daguang Xu 77 22 0 26 Mar 2019