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
1st Place Solution of LVIS Challenge 2020: A Good Box is not a Guarantee of a Good Mask Jingru Tan Gang Zhang Hanming Deng Changbao Wang Lewei Lu Quanquan Li Jifeng Dai 82 18 0 03 Sep 2020
Bridging the Gap: Unifying the Training and Evaluation of Neural Network Binary Classifiers Deyuan Li Kate Candon Taesoo Daniel Lee Yofti Milkessa Nathan Tsoi AAML 28 3 0 02 Sep 2020
Efficient, high-performance pancreatic segmentation using multi-scale feature extraction Moritz Knolle Georgios Kaissis F. Jungmann Sebastian Ziegelmayer D. Sasse Marcus R. Makowski Daniel Rueckert R. Braren MedIm 33 14 0 02 Sep 2020
Deep Structure Learning using Feature Extraction in Trained Projection Space Christoph Angermann Markus Haltmeier 3DV 3DPC 31 6 0 01 Sep 2020
How semantic and geometric information mutually reinforce each other in ToF object localization A. Vanderschueren Victor Joos Christophe De Vleeschouwer 3DPC 24 0 0 27 Aug 2020
Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems Mohammad Jafar Mashhadi Hadi Hemmati BDL MLAU 63 4 0 26 Aug 2020
3D Semantic Segmentation of Brain Tumor for Overall Survival Prediction R. Agravat M. Raval 48 28 0 25 Aug 2020
m2caiSeg: Semantic Segmentation of Laparoscopic Images using Convolutional Neural Networks Salman Maqbool Aqsa Riaz Hasan Sajid Osman Hasan 59 25 0 23 Aug 2020
Deep Learning Methods for Lung Cancer Segmentation in Whole-slide Histopathology Images -- the ACDC@LungHP Challenge 2019 Zhang Li Jiehua Zhang T. Tan Xichao Teng Xiaoliang Sun ... P. Schüffler Qifeng Yu Hui Chen Yuling Tang G. Litjens 54 90 0 21 Aug 2020
"Name that manufacturer". Relating image acquisition bias with task complexity when training deep learning models: experiments on head CT G. Biondetti R. Gauriau Christopher P. Bridge Charles Lu Katherine P. Andriole OOD 59 5 0 19 Aug 2020
DONet: Dual Objective Networks for Skin Lesion Segmentation Yaxiong Wang Yunchao Wei Xueming Qian Li Zhu Yi Yang MedIm 52 6 0 19 Aug 2020
PC-U Net: Learning to Jointly Reconstruct and Segment the Cardiac Walls in 3D from CT Data Meng Ye Qiaoying Huang Dong Yang Pengxiang Wu Jingru Yi L. Axel Dimitris N. Metaxas 3DPC 79 17 0 18 Aug 2020
First U-Net Layers Contain More Domain Specific Information Than The Last Ones B. Shirokikh Ivan Zakazov A. Chernyavskiy Irina Fedulova Mikhail Belyaev OOD 42 20 0 17 Aug 2020
Training CNN Classifiers for Semantic Segmentation using Partially Annotated Images: with Application on Human Thigh and Calf MRI C. Wong S. Marchesseau M. Kalimeri Tiang Siew Yap Serena S. H. Teo ... C. Khoo Philip T. H. Lee M. Leow J. Totman M. Stephenson 24 0 0 16 Aug 2020
Spontaneous preterm birth prediction using convolutional neural networks T. Włodarczyk Szymon Płotka Przemyslaw Rokita Nicole Sochacki-Wójcicka J. Wójcicki M. Lipa Tomasz Trzciñski 23 19 0 16 Aug 2020
Optimized Deep Encoder-Decoder Methods for Crack Segmentation Jacob König M. Jenkins M. Mannion P. Barrie Gordon Morison 57 82 0 14 Aug 2020
Uncertainty Quantification using Variational Inference for Biomedical Image Segmentation Abhinav Sagar UQCV 61 16 0 12 Aug 2020
Enhancing Fiber Orientation Distributions using convolutional Neural Networks Oeslle Lucena S. Vos V. Vakharia J. Duncan K. Ashkan Rachel Sparks Sebastien Ourselin 35 3 0 12 Aug 2020
Bone Segmentation in Contrast Enhanced Whole-Body Computed Tomography P. Leydon M. O'Connell Derek Greene Kathleen M. Curran 35 6 0 12 Aug 2020
Large-Scale Analysis of Iliopsoas Muscle Volumes in the UK Biobank J. Fitzpatrick Nicolas Basty M. Cule Yi Liu Jimmy D Bell Elizabeth Louise Thomas Brandon Whitcher 19 21 0 12 Aug 2020
Deep Learning from Dual-Energy Information for Whole-Heart Segmentation in Dual-Energy and Single-Energy Non-Contrast-Enhanced Cardiac CT Steffen Bruns J. Wolterink R. Takx R. V. Hamersvelt D. Suchá M. Viergever T. Leiner Ivana Išgum 18 36 0 10 Aug 2020
Automated Claustrum Segmentation in Human Brain MRI Using Deep Learning Hongwei Bran Li A. Menegaux B. Schmitz-Koep Antonia Neubauer Felix J. B. Bäuerlein Suprosanna Shit C. Sorg Bjoern Menze D. Hedderich 161 20 0 08 Aug 2020
From Connectomic to Task-evoked Fingerprints: Individualized Prediction of Task Contrasts from Resting-state Functional Connectivity G. Ngo Meenakshi Khosla K. Jamison Amy Kuceyeski M. Sabuncu 18 7 0 07 Aug 2020
Fully Automated and Standardized Segmentation of Adipose Tissue Compartments by Deep Learning in Three-dimensional Whole-body MRI of Epidemiological Cohort Studies Thomas Kustner Tobias Hepp Marc Fischer Martin Schwartz A. Fritsche ... F. Bamberg Bin Yang F. Schick S. Gatidis J. Machann 37 1 0 05 Aug 2020
Central object segmentation by deep learning for fruits and other roundish objects M. Fukuda T. Okuno Shinya Yuki 44 13 0 04 Aug 2020
Deep Complementary Joint Model for Complex Scene Registration and Few-shot Segmentation on Medical Images Yuting He Tiantian Li Guanyu Yang Youyong Kong Yang Chen H. Shu J. Coatrieux J. Dillenseger Shuo Li MedIm 57 26 0 03 Aug 2020
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises S. Kevin Zhou H. Greenspan Christos Davatzikos James S. Duncan Bram van Ginneken A. Madabhushi Jerry L. Prince Daniel Rueckert Ronald M. Summers 215 649 0 02 Aug 2020
Learning To Pay Attention To Mistakes Moucheng Xu N. Oxtoby Daniel C. Alexander Joseph Jacob 16 6 0 29 Jul 2020
COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network Yifan Jiang Han Chen Murray H. Loew Hanseok Ko DiffM MedIm 108 128 0 29 Jul 2020
Accurate Lung Nodules Segmentation with Detailed Representation Transfer and Soft Mask Supervision Changwei Wang Rongtao Xu Shibiao Xu Weiliang Meng Jun Xiao Xiaopeng Zhang 115 7 0 29 Jul 2020
Uniformizing Techniques to Process CT scans with 3D CNNs for Tuberculosis Prediction H. Zunair Aimon Rahman Nabeel Mohammed Joseph Paul Cohen 83 82 0 26 Jul 2020
The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism Yosuke Oyama N. Maruyama Nikoli Dryden Erin McCarthy P. Harrington J. Balewski Satoshi Matsuoka Peter Nugent B. Van Essen 3DV AI4CE 71 37 0 25 Jul 2020
A weakly supervised registration-based framework for prostate segmentation via the combination of statistical shape model and CNN Chunxia Qin Xiaojun Chen J. Troccaz 49 1 0 23 Jul 2020
Deep Learning Based Segmentation of Various Brain Lesions for Radiosurgery Siang-Ruei Wu Hao Chang Florence T. Su Heng-Chun Liao Wanju Tseng Chun-Chih Liao F. Lai F. Hsu Furen Xiao 3DV MedIm 42 13 0 22 Jul 2020
Learning to Read and Follow Music in Complete Score Sheet Images Florian Henkel Rainer Kelz Gerhard Widmer 23 11 0 21 Jul 2020
Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images Shuailin Li Chuyu Zhang Xuming He 108 369 0 21 Jul 2020
Universal Loss Reweighting to Balance Lesion Size Inequality in 3D Medical Image Segmentation B. Shirokikh A. Shevtsov Anvar Kurmukov A. Dalechina Egor Krivov V. Kostjuchenko A. Golanov Mikhail Belyaev 72 21 0 20 Jul 2020
Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting Minghui Liao Guan Pang Jing Huang Tal Hassner X. Bai 95 184 0 18 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 101 237 0 18 Jul 2020
Learn distributed GAN with Temporary Discriminators Hui Qu Yikai Zhang Qi Chang Zhennan Yan Chao Chen Dimitris N. Metaxas FedML 55 16 0 17 Jul 2020
Boundary-preserving Mask R-CNN Tianheng Cheng Xinggang Wang Lichao Huang Wenyu Liu ISeg 101 207 0 17 Jul 2020
Superpixel-Guided Label Softening for Medical Image Segmentation Han Li Dong Wei Shilei Cao Kai Ma Liansheng Wang Yefeng Zheng 49 22 0 17 Jul 2020
Revisiting Rubik's Cube: Self-supervised Learning with Volume-wise Transformation for 3D Medical Image Segmentation Xing Tao Yuexiang Li Wenhui Zhou Kai Ma Yefeng Zheng 74 68 0 17 Jul 2020
U-Net Based Architecture for an Improved Multiresolution Segmentation in Medical Images Simindokht Jahangard M. H. Zangooei Maysam Shahedi SSeg 55 7 0 16 Jul 2020
Dual-Teacher: Integrating Intra-domain and Inter-domain Teachers for Annotation-efficient Cardiac Segmentation Kang Li Shujun Wang Lequan Yu Pheng-Ann Heng 65 50 0 13 Jul 2020
SkyScapes -- Fine-Grained Semantic Understanding of Aerial Scenes S. Azimi C. Henry Lars Sommer Arne Schumann E. Vig 75 57 0 12 Jul 2020
MeDaS: An open-source platform as service to help break the walls between medicine and informatics Liang Zhang Johann Li Ping Li Xiaoyuan Lu Peiyi Shen Guangming Zhu Syed Afaq Ali Shah Bennamoun Kun Qian Björn W. Schuller MedIm 59 6 0 12 Jul 2020
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision Siddharth Biswal Peiye Zhuang A. Pyrros Nasir Siddiqui Oluwasanmi Koyejo Jimeng Sun MedIm 71 5 0 10 Jul 2020
Multi-Domain Image Completion for Random Missing Input Data Liyue Shen Wentao Zhu Xiaosong Wang Lei Xing John M. Pauly ... Thomas Sanford Sherif Mehralivand Peter L. Choyke Bradford J. Wood Daguang Xu MedIm 84 70 0 10 Jul 2020
LORCK: Learnable Object-Resembling Convolution Kernels E. Lazareva Oleg Y. Rogov O. Shegaǐ D. Larionov Dmitry V. Dylov 71 4 0 09 Jul 2020