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V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image
  Segmentation

V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation

15 June 2016
Fausto Milletari
Nassir Navab
Seyed-Ahmad Ahmadi
ArXiv (abs)PDFHTML

Papers citing "V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation"

50 / 2,590 papers shown
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
Abhijit Guha Roy
Shayan Siddiqui
Sebastian Polsterl
Nassir Navab
Christian Wachinger
227
206
0
04 Feb 2019
Object Detection and 3D Estimation via an FMCW Radar Using a Fully
  Convolutional Network
Object Detection and 3D Estimation via an FMCW Radar Using a Fully Convolutional Network
Guoqiang Zhang
Hao Li
Fabian Wenger
88
43
0
04 Feb 2019
Cross-modality (CT-MRI) prior augmented deep learning for robust lung
  tumor segmentation from small MR datasets
Cross-modality (CT-MRI) prior augmented deep learning for robust lung tumor segmentation from small MR datasetsMedical Physics (Lancaster) (MPL), 2019
Jue Jiang
Yu-chi Hu
N. Tyagi
Pengpeng Zhang
A. Rimner
Joseph O. Deasy
Harini Veeraraghavan
193
57
0
31 Jan 2019
Automated brain extraction of multi-sequence MRI using artificial neural
  networks
Automated brain extraction of multi-sequence MRI using artificial neural networksHuman Brain Mapping (HBM), 2019
Hyunjin Park
Marianne Schell
I. Tursunova
G. Brugnara
D. Bonekamp
...
S. Heiland
Wolfgang Wick
Martin Bendszus
Klaus Hermann Maier-Hein
Philipp Kickingereder
200
607
0
31 Jan 2019
MgNet: A Unified Framework of Multigrid and Convolutional Neural Network
MgNet: A Unified Framework of Multigrid and Convolutional Neural NetworkScience China Mathematics (Sci. China Math.), 2019
Juncai He
Jinchao Xu
165
65
0
29 Jan 2019
A deep learning-based method for prostate segmentation in T2-weighted
  magnetic resonance imaging
A deep learning-based method for prostate segmentation in T2-weighted magnetic resonance imaging
Davood Karimi
Golnoosh Samei
Yanan Shao
Septimiu Salcudean
75
10
0
27 Jan 2019
Joint shape learning and segmentation for medical images using a
  minimalistic deep network
Joint shape learning and segmentation for medical images using a minimalistic deep network
Balamurali Murugesan
Kaushik Sarveswaran
Sharath M. Shankaranarayana
Keerthi Ram
M. Sivaprakasam
SSegMedIm
126
3
0
25 Jan 2019
Better accuracy with quantified privacy: representations learned via
  reconstructive adversarial network
Better accuracy with quantified privacy: representations learned via reconstructive adversarial network
Sicong Liu
Anshumali Shrivastava
Junzhao Du
Lin Zhong
119
13
0
25 Jan 2019
Reducing the Model Variance of a Rectal Cancer Segmentation Network
Reducing the Model Variance of a Rectal Cancer Segmentation Network
Joohyun Lee
J. Oh
Min Ju Kim
B. Hur
D. Sohn
195
16
0
22 Jan 2019
Visualized Insights into the Optimization Landscape of Fully
  Convolutional Networks
Visualized Insights into the Optimization Landscape of Fully Convolutional Networks
Jianjie Lu
K. Tong
186
12
0
20 Jan 2019
Learning Mutually Local-global U-nets For High-resolution Retinal Lesion
  Segmentation in Fundus Images
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
76
64
0
18 Jan 2019
The Liver Tumor Segmentation Benchmark (LiTS)
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
563
1,265
0
13 Jan 2019
Residual Pyramid FCN for Robust Follicle Segmentation
Residual Pyramid FCN for Robust Follicle Segmentation
Zhewei Wang
W. Cai
Charles D. Smith
Noriko Kantake
T. Rosol
Jundong Liu
103
6
0
11 Jan 2019
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization
Tian Xia
A. Chartsias
Sotirios A. Tsaftaris
MedIm
128
15
0
10 Jan 2019
Myocardial Infarction Quantification From Late Gadolinium Enhancement
  MRI Using Top-hat Transforms and Neural Networks
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
118
19
0
09 Jan 2019
Healthy versus pathological learning transferability in shoulder muscle
  MRI segmentation using deep convolutional encoder-decoders
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
183
53
0
06 Jan 2019
Brain segmentation based on multi-atlas guided 3D fully convolutional
  network ensembles
Brain segmentation based on multi-atlas guided 3D fully convolutional network ensembles
Jiong Wu
Xiaoying Tang
183
38
0
05 Jan 2019
Cascaded V-Net using ROI masks for brain tumor segmentation
Cascaded V-Net using ROI masks for brain tumor segmentation
Adrià Casamitjana
Hugo J. Kuijf
Bjoern Menze
M. Reyes
Verónica Vilaplana
131
199
0
30 Dec 2018
Monte-Carlo Sampling applied to Multiple Instance Learning for
  Histological Image Classification
Monte-Carlo Sampling applied to Multiple Instance Learning for Histological Image Classification
Marc Combalia
João Paulo Papa
143
95
0
30 Dec 2018
MMFNet: A Multi-modality MRI Fusion Network for Segmentation of
  Nasopharyngeal Carcinoma
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
306
74
0
25 Dec 2018
Holistic Decomposition Convolution for Effective Semantic Segmentation
  of 3D MR Images
Holistic Decomposition Convolution for Effective Semantic Segmentation of 3D MR Images
G. Zeng
Guoyan Zheng
110
3
0
24 Dec 2018
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a
  Benchmark at Cross-modality Cardiac Segmentation
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
174
51
0
19 Dec 2018
Fast and Accurate 3D Medical Image Segmentation with Data-swapping
  Method
Fast and Accurate 3D Medical Image Segmentation with Data-swapping Method
Haruki Imai
Samuel Matzek
Tung D. Le
Yasushi Negishi
K. Kawachiya
MedIm
155
10
0
19 Dec 2018
Boundary loss for highly unbalanced segmentation
Boundary loss for highly unbalanced segmentation
H. Kervadec
Jihene Bouchtiba
Christian Desrosiers
Mohammadhadi Shateri
Jose Dolz
Ismail Ben Ayed
444
594
0
17 Dec 2018
Three-Dimensional Dose Prediction for Lung IMRT Patients with Deep
  Neural Networks: Robust Learning from Heterogeneous Beam Configurations
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
199
134
0
17 Dec 2018
Automatic quantification of the LV function and mass: a deep learning
  approach for cardiovascular MRI
Automatic quantification of the LV function and mass: a deep learning approach for cardiovascular MRI
A. Curiale
F. D. Colavecchia
G. Mato
82
35
0
14 Dec 2018
Non-local U-Net for Biomedical Image Segmentation
Non-local U-Net for Biomedical Image Segmentation
Zhengyang Wang
Na Zou
Dinggang Shen
Shuiwang Ji
SSeg
71
6
0
10 Dec 2018
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL
  Segmentation using Deep CNN
Accuracy, Uncertainty, and Adaptability of Automatic Myocardial ASL Segmentation using Deep CNN
H. P. Do
Yi Guo
A. Yoon
K. Nayak
162
25
0
10 Dec 2018
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice
  Loss
Segmentation of Head and Neck Organs at Risk Using CNN with Batch Dice Loss
O. Kodym
M. Spanel
A. Herout
113
30
0
06 Dec 2018
Cerebrovascular Network Segmentation on MRA Images with Deep Learning
Cerebrovascular Network Segmentation on MRA Images with Deep Learning
Pedro Sanches
C. Meyer
Vincent Vigon
B. Naegel
132
58
0
04 Dec 2018
Cross-Classification Clustering: An Efficient Multi-Object Tracking
  Technique for 3-D Instance Segmentation in Connectomics
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
142
40
0
04 Dec 2018
SUSAN: Segment Unannotated image Structure using Adversarial Network
SUSAN: Segment Unannotated image Structure using Adversarial Network
Fang Liu
GANMedIm
247
62
0
03 Dec 2018
Elastic Boundary Projection for 3D Medical Image Segmentation
Elastic Boundary Projection for 3D Medical Image Segmentation
Tianwei Ni
Lingxi Xie
Huangjie Zheng
Elliot K. Fishman
Alan Yuille
190
35
0
03 Dec 2018
Iterative Reorganization with Weak Spatial Constraints: Solving
  Arbitrary Jigsaw Puzzles for Unsupervised Representation Learning
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
240
141
0
02 Dec 2018
3D Semi-Supervised Learning with Uncertainty-Aware Multi-View
  Co-Training
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
388
145
0
29 Nov 2018
EV-SegNet: Semantic Segmentation for Event-based Cameras
EV-SegNet: Semantic Segmentation for Event-based Cameras
Inigo Alonso
Ana C. Murillo
225
170
0
29 Nov 2018
CT organ segmentation using GPU data augmentation, unsupervised labels
  and IOU loss
CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss
Blaine Rister
Darvin Yi
K. Shivakumar
Tomomi W. Nobashi
D. Rubin
OOD
92
11
0
27 Nov 2018
An overview of deep learning in medical imaging focusing on MRI
An overview of deep learning in medical imaging focusing on MRIZeitschrift für Medizinische Physik (Z Med Phys), 2018
A. Lundervold
A. Lundervold
OOD
334
1,798
0
25 Nov 2018
Graph Refinement based Airway Extraction using Mean-Field Networks and
  Graph Neural Networks
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
202
12
0
21 Nov 2018
A Pretrained DenseNet Encoder for Brain Tumor Segmentation
A Pretrained DenseNet Encoder for Brain Tumor Segmentation
J. Stawiaski
3DV
112
24
0
19 Nov 2018
DSCnet: Replicating Lidar Point Clouds with Deep Sensor Cloning
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
3DV3DPC
177
11
0
17 Nov 2018
Learning to Predict the Cosmological Structure Formation
Learning to Predict the Cosmological Structure FormationProceedings of the National Academy of Sciences of the United States of America (PNAS), 2018
Siyu He
Yin Li
Yu Feng
S. Ho
Siamak Ravanbakhsh
Wei Chen
Barnabás Póczós
283
182
0
15 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with
  self-ensembling
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
C. Perone
P. Ballester
Rodrigo C. Barros
Julien Cohen-Adad
OOD
317
232
0
14 Nov 2018
Scene Text Detection and Recognition: The Deep Learning Era
Scene Text Detection and Recognition: The Deep Learning Era
Shangbang Long
Xin He
Cong Yao
VLM
529
455
0
10 Nov 2018
Active Learning using Deep Bayesian Networks for Surgical Workflow
  Analysis
Active Learning using Deep Bayesian Networks for Surgical Workflow AnalysisInternational Journal of Computer Assisted Radiology and Surgery (IJCARS), 2018
S. Bodenstedt
Dominik Rivoir
L. Mündermann
M. Wagner
Michael Breucha
Beat Müller-Stich
S. T. Mees
Jürgen Weitz
Stefanie Speidel
163
48
0
08 Nov 2018
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion
  Segmentation
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion SegmentationNeuroImage (NeuroImage), 2018
S. Aslani
Michael Dayan
Stéphane Doncieux
Massimo Filippi
Vittorio Murino
Maria A Rocca
Diego Sona
203
159
0
07 Nov 2018
Deep BV: A Fully Automated System for Brain Ventricle Localization and
  Segmentation in 3D Ultrasound Images of Embryonic Mice
Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice
Andrew Straiton Hard
Jack Langerman
Rajiv Mathews
F. Beaufays
S. Augenstein
D. Turnbull
J. Ketterling
Yao Wang
128
9
0
05 Nov 2018
RA-UNet: A hybrid deep attention-aware network to extract liver and
  tumor in CT scans
RA-UNet: A hybrid deep attention-aware network to extract liver and tumor in CT scans
Qiangguo Jin
Zhao-Peng Meng
Changming Sun
Leyi Wei
R. Su
MedIm
298
405
0
04 Nov 2018
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid
  Pooling and Focal Loss
Ischemic Stroke Lesion Segmentation in CT Perfusion Scans using Pyramid Pooling and Focal Loss
S. M. Abulnaga
Jonathan Rubin
108
54
0
02 Nov 2018
SDCNet: Video Prediction Using Spatially-Displaced Convolution
SDCNet: Video Prediction Using Spatially-Displaced Convolution
F. Reda
Guilin Liu
Kevin J. Shih
Robert M. Kirby
Jon Barker
D. Tarjan
Andrew Tao
Bryan Catanzaro
210
152
0
02 Nov 2018
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