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
Automatic Segmentation of Pulmonary Lobes Using a Progressive Dense V-Network A. Imran Ali Hatamizadeh Shilpa P. Ananth Xiaowei Ding Demetri Terzopoulos Nima Tajbakhsh 10 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 29 200 0 15 Feb 2019
Enhancement Mask for Hippocampus Detection and Segmentation Dengsheng Chen Wenxi Liu Y. Huang Tong Tong Yuanlong Yu 14 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 13 47 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 35 141 0 11 Feb 2019
MultiResUNet : Rethinking the U-Net Architecture for Multimodal Biomedical Image Segmentation Nabil Ibtehaz Mohammad Sohel Rahman SSeg 14 1,605 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 14 167 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 13 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 28 181 0 04 Feb 2019
Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network Guoqiang Zhang Hao Li Fabian Wenger 14 38 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 31 53 0 31 Jan 2019
Automated brain extraction of multi-sequence MRI using artificial neural networks Fabian Isensee Marianne Schell I. Tursunova G. Brugnara D. Bonekamp ... S. Heiland Wolfgang Wick Martin Bendszus Klaus Hermann Maier-Hein Philipp Kickingereder 22 477 0 31 Jan 2019
MgNet: A Unified Framework of Multigrid and Convolutional Neural Network Juncai He Jinchao Xu 11 51 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 13 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 33 2 0 25 Jan 2019
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network Sicong Liu Anshumali Shrivastava Junzhao Du Lin Zhong 9 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 22 15 0 22 Jan 2019
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks Jianjie Lu K. Tong 24 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 14 58 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 H. Menze 33 990 0 13 Jan 2019
Residual Pyramid FCN for Robust Follicle Segmentation Zhewei Wang W. Cai Charles D. Smith Noriko Kantake T. Rosol Jundong Liu 6 6 0 11 Jan 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization Tian Xia A. Chartsias Sotirios A. Tsaftaris MedIm 22 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 22 16 0 09 Jan 2019
Healthy versus pathological learning transferability in shoulder muscle MRI segmentation using deep convolutional encoder-decoders Pierre-Henri Conze S. Brochard Valérie Burdin F. Sheehan C. Pons MedIm 26 47 0 06 Jan 2019
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles Jiong Wu Xiaoying Tang 11 35 0 05 Jan 2019
Cascaded V-Net using ROI masks for brain tumor segmentation Adrià Casamitjana Hugo J. Kuijf Bjoern H. Menze M. Reyes Verónica Vilaplana 22 196 0 30 Dec 2018
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification Marc Combalia João Paulo Papa 25 81 0 30 Dec 2018
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of Nasopharyngeal Carcinoma Huai Chen Yuxiao Qi Yong Yin TengXiang Li Xiaoqing Liu Xiuli Li G. Gong Lisheng Wang MedIm 22 70 0 25 Dec 2018
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images G. Zeng Guoyan Zheng 13 3 0 24 Dec 2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 26 49 0 19 Dec 2018
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method Haruki Imai Samuel Matzek Tung D. Le Yasushi Negishi K. Kawachiya MedIm 20 10 0 19 Dec 2018
Boundary loss for highly unbalanced segmentation H. Kervadec Jihene Bouchtiba Christian Desrosiers Eric Granger Jose Dolz Ismail Ben Ayed 13 475 0 17 Dec 2018
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep Neural Networks: Robust Learning from Heterogeneous Beam Configurations A. M. Barragán-Montero D. Nguyen W. Lu Mu-Han Lin X. Geets E. Sterpin Steve B. Jiang 40 128 0 17 Dec 2018
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI A. Curiale F. D. Colavecchia G. Mato 6 32 0 14 Dec 2018
Non-local U-Net for Biomedical Image Segmentation Zhengyang Wang Na Zou Dinggang Shen Shuiwang Ji SSeg 15 6 0 10 Dec 2018
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN H. P. Do Yi Guo A. Yoon K. Nayak 16 22 0 10 Dec 2018
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss O. Kodym M. Spanel A. Herout 13 27 0 06 Dec 2018
Cerebrovascular Network Segmentation on MRA Images with Deep Learning Pedro Sanches C. Meyer Vincent Vigon B. Naegel 27 51 0 04 Dec 2018
Cross-Classification Clustering: An Efficient Multi-Object Tracking Technique for 3-D Instance Segmentation in Connectomics Yaron Meirovitch Lu Mi Hayk Saribekyan A. Matveev David Rolnick Nir Shavit 40 38 0 04 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network Fang Liu GAN MedIm 42 56 0 03 Dec 2018
Elastic Boundary Projection for 3D Medical Image Segmentation Tianwei Ni Lingxi Xie Huangjie Zheng Elliot K. Fishman Alan Yuille 27 34 0 03 Dec 2018
Iterative Reorganization with Weak Spatial Constraints: Solving Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning Chen Wei Lingxi Xie Xutong Ren Yingda Xia Chi Su Jiaying Liu Qi Tian Alan Yuille SSL 27 131 0 02 Dec 2018
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training Yingda Xia Fengze Liu Ke Wang Jinzheng Cai Lequan Yu Zhuotun Zhu Daguang Xu Alan Yuille H. Roth 183 124 0 29 Nov 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras Inigo Alonso Ana C. Murillo 31 137 0 29 Nov 2018
CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss Blaine Rister Darvin Yi K. Shivakumar Tomomi W. Nobashi D. Rubin OOD 6 11 0 27 Nov 2018
An overview of deep learning in medical imaging focusing on MRI A. Lundervold A. Lundervold OOD 17 1,605 0 25 Nov 2018
Graph Refinement based Airway Extraction using Mean-Field Networks and Graph Neural Networks Raghavendra Selvan Thomas Kipf Max Welling Antonio Garcia-Uceda Juarez J. Pedersen Jens Petersen Marleen de Bruijne 22 12 0 21 Nov 2018
A Pretrained DenseNet Encoder for Brain Tumor Segmentation J. Stawiaski 3DV 18 21 0 19 Nov 2018
DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning Paden Tomasello Sammy Sidhu Anting Shen Matthew W. Moskewicz Nobie Redmon Gayatri Joshi Romi Phadte Paras Jain F. Iandola 3DV 3DPC 22 11 0 17 Nov 2018
Learning to Predict the Cosmological Structure Formation Siyu He Yin Li Yu Feng S. Ho Siamak Ravanbakhsh Wei Chen Barnabás Póczós 20 168 0 15 Nov 2018