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
Automatic Pulmonary Lobe Segmentation Using Deep Learning Hao Tang Chupeng Zhang Xiaohui Xie 51 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 140 128 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 37 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 23 1 0 21 Mar 2019
Prostate Segmentation from Ultrasound Images using Residual Fully Convolutional Network M. S. Hossain A. Paplinski John M. Betts MedIm 20 2 0 21 Mar 2019
Networks for Joint Affine and Non-parametric Image Registration Zhengyang Shen Xu Han Zhenlin Xu Marc Niethammer MedIm 62 109 0 21 Mar 2019
Dilated deeply supervised networks for hippocampus segmentation in MRI Lukas Folle Sulaiman Vesal Nishant Ravikumar Andreas Maier MedIm 52 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 86 83 0 19 Mar 2019
Domain adaptation for holistic skin detection Aloisio Dourado Frederico Guth Teofilo de Campos Weigang Li 26 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ICDAR 2019 Historical Document Reading Challenge on Large Structured Chinese Family Records Rajkumar Saini Derek Dobson Jon Morrey F. Liwicki Marcus Liwicki 40 20 0 08 Mar 2019
A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen 92 269 0 08 Mar 2019
You Only Recognize Once: Towards Fast Video Text Spotting Zhanzhan Cheng Jing Lu Yi Niu Shiliang Pu Leilei Gan Shuigeng Zhou 44 40 0 08 Mar 2019
Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation Adrian Dalca John Guttag M. Sabuncu MedIm SSeg 130 147 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 90 1,652 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 25 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 89 41 0 03 Mar 2019
A Model-Driven Stack-Based Fully Convolutional Network for Pancreas Segmentation Hao Li Jun Yu Li Xiaozhu Lin Xiaohua Qian 44 10 0 03 Mar 2019
Segmentation of Roots in Soil with U-Net Abraham George Smith Jens Petersen Raghavendra Selvan C. Rasmussen 70 125 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 92 391 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 66 100 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 81 399 0 25 Feb 2019
Rapidly Adapting Moment Estimation Guoqiang Zhang Kenta Niwa W. Kleijn ODL 38 0 0 24 Feb 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 83 160 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 87 275 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 69 223 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 128 59 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 41 6 0 19 Feb 2019
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network A. Imran Ali Hatamizadeh Shilpa P. Ananth Xiaowei Ding Demetri Terzopoulos Nima Tajbakhsh 53 41 0 18 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 113 201 0 15 Feb 2019
Enhancement Mask for Hippocampus Detection and Segmentation Dengsheng Chen Wenxi Liu Y. Huang Tong Tong Yuanlong Yu 21 1 0 12 Feb 2019
RespNet: A deep learning model for extraction of respiration from photoplethysmogram Vignesh Ravichandran Balamurali Murugesan Vaishali Balakarthikeyan Sharath M. Shankaranarayana Keerthi Ram S. Preejith J. Joseph M. Sivaprakasam 33 48 0 12 Feb 2019
Psi-Net: Shape and boundary aware joint multi-task deep network for medical image segmentation Balamurali Murugesan Kaushik Sarveswaran Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam SSeg 103 145 0 11 Feb 2019
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Nabil Ibtehaz Mohammad Sohel Rahman SSeg 93 1,659 0 11 Feb 2019
A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans Onur Ozdemir Rebecca L. Russell A. Berlin 56 170 0 08 Feb 2019
Technical Considerations for Semantic Segmentation in MRI using Convolutional Neural Networks Arjun D Desai G. Gold B. Hargreaves Akshay S. Chaudhari 72 30 0 05 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 122 188 0 04 Feb 2019
Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network Guoqiang Zhang Hao Li Fabian Wenger 58 39 0 04 Feb 2019
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasets Jue Jiang Yu-chi Hu N. Tyagi Pengpeng Zhang A. Rimner Joseph O. Deasy Harini Veeraraghavan 80 53 0 31 Jan 2019
Automated brain extraction of multi-sequence MRI using artificial neural networks Hyunjin Park Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 96 500 0 31 Jan 2019
MgNet: A Unified Framework of Multigrid and Convolutional Neural Network Juncai He Jinchao Xu 54 55 0 29 Jan 2019
A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging Davood Karimi Golnoosh Samei Yanan Shao Septimiu Salcudean 27 10 0 27 Jan 2019
Joint shape learning and segmentation for medical images using a minimalistic deep network Balamurali Murugesan Kaushik Sarveswaran Sharath M. Shankaranarayana Keerthi Ram M. Sivaprakasam SSeg MedIm 43 2 0 25 Jan 2019
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network Sicong Liu Anshumali Shrivastava Junzhao Du Lin Zhong 63 13 0 25 Jan 2019
Reducing the Model Variance of a Rectal Cancer Segmentation Network Joohyun Lee J. Oh Min Ju Kim B. Hur D. Sohn 56 15 0 22 Jan 2019
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks Jianjie Lu K. Tong 100 12 0 20 Jan 2019
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion Segmentation in Fundus Images Zizheng Yan Xiaoguang Han Changmiao Wang Yuda Qiu Zixiang Xiong Shuguang Cui SSeg 49 59 0 18 Jan 2019
The Liver Tumor Segmentation Benchmark (LiTS) Patrick Bilic P. Christ Hongwei Bran Li Eugene Vorontsov Avi Ben-Cohen ... L. Soler Bram van Ginneken H. Greenspan Leo Joskowicz Bjoern Menze 217 1,036 0 13 Jan 2019
Residual Pyramid FCN for Robust Follicle Segmentation Zhewei Wang W. Cai Charles D. Smith Noriko Kantake T. Rosol Jundong Liu 39 6 0 11 Jan 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization Tian Xia A. Chartsias Sotirios A. Tsaftaris MedIm 62 14 0 10 Jan 2019
Myocardial Infarction Quantification From Late Gadolinium Enhancement MRI Using Top-hat Transforms and Neural Networks Ezequiel de la Rosa D. Sidibé Thomas Decourselle T. Leclercq A. Cochet A. Lalande 26 16 0 09 Jan 2019