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  4. Cited By
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 / 2,425 papers shown
Title
Learning to Reconstruct Confocal Microscopy Stacks from Single Light
  Field Images
Learning to Reconstruct Confocal Microscopy Stacks from Single Light Field Images
Josué Page Vizcaíno
Federico Saltarin
Y. Belyaev
R. Lyck
Paolo Favaro
3DV
36
33
0
24 Mar 2020
Illumination-based Transformations Improve Skin Lesion Segmentation in
  Dermoscopic Images
Illumination-based Transformations Improve Skin Lesion Segmentation in Dermoscopic Images
Kumar Abhishek
Ghassan Hamarneh
M. S. Drew
56
38
0
23 Mar 2020
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia
  using Infection Size-Aware Classification
Large-Scale Screening of COVID-19 from Community Acquired Pneumonia using Infection Size-Aware Classification
Feng Shi
Liming Xia
Fei Shan
Dijia Wu
Ying Wei
Huan Yuan
Huiting Jiang
Yaozong Gao
H. Sui
Dinggang Shen
64
197
0
22 Mar 2020
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries
  using Deep Learning with MRI Images
Hierarchical Severity Staging of Anterior Cruciate Ligament Injuries using Deep Learning with MRI Images
N. Namiri
I. Flament
B. Astuto
Rutwik Shah
R. Tibrewala
Francesco Calivá
T. Link
V. Pedoia
S. Majumdar
14
2
0
20 Mar 2020
Kidney segmentation using 3D U-Net localized with Expectation
  Maximization
Kidney segmentation using 3D U-Net localized with Expectation Maximization
Omid Bazgir
K. Barck
R. Carano
R. Weimer
Luke Xie
MedIm
18
4
0
20 Mar 2020
Vox2Vox: 3D-GAN for Brain Tumour Segmentation
Vox2Vox: 3D-GAN for Brain Tumour Segmentation
M. Cirillo
David Abramian
Anders Eklund
88
111
0
19 Mar 2020
Pose Augmentation: Class-agnostic Object Pose Transformation for Object
  Recognition
Pose Augmentation: Class-agnostic Object Pose Transformation for Object Recognition
Yunhao Ge
Jiaping Zhao
Laurent Itti
77
8
0
19 Mar 2020
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via
  Alignment Ensemble
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble
Yingda Xia
Qihang Yu
Wei Shen
Yuyin Zhou
Elliot K. Fishman
Alan Yuille
66
2
0
18 Mar 2020
Eisen: a python package for solid deep learning
Eisen: a python package for solid deep learning
Frank Mancolo
47
3
0
18 Mar 2020
J$\hat{\text{A}}$A-Net: Joint Facial Action Unit Detection and Face
  Alignment via Adaptive Attention
JA^\hat{\text{A}}A^A-Net: Joint Facial Action Unit Detection and Face Alignment via Adaptive Attention
Zhiwen Shao
Zhilei Liu
Jianfei Cai
Lizhuang Ma
CVBM
85
139
0
18 Mar 2020
clDice -- A Novel Topology-Preserving Loss Function for Tubular
  Structure Segmentation
clDice -- A Novel Topology-Preserving Loss Function for Tubular Structure Segmentation
Suprosanna Shit
Johannes C. Paetzold
Anjany Sekuboyina
Ivan Ezhov
Alexander Unger
A. Zhylka
J. Pluim
Ulrich Bauer
Bjoern Menze
181
305
0
16 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence
  for One-shot Medical Image Segmentation
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation
Shuxin Wang
Shilei Cao
Dong Wei
Renzhen Wang
Kai Ma
Liansheng Wang
Deyu Meng
Yefeng Zheng
139
55
0
16 Mar 2020
Self-Constructing Graph Convolutional Networks for Semantic Labeling
Self-Constructing Graph Convolutional Networks for Semantic Labeling
Qinghui Liu
Michael C. Kampffmeyer
Robert Jenssen
Arnt-Børre Salberg
GNNSSL
31
21
0
15 Mar 2020
Recurrent convolutional neural networks for mandible segmentation from
  computed tomography
Recurrent convolutional neural networks for mandible segmentation from computed tomography
Bingjiang Qiu
Jiapan Guo
J. Kraeima
H. Glas
R. Borra
M. Witjes
P. V. van Ooijen
MedIm
45
10
0
13 Mar 2020
Conditional Convolutions for Instance Segmentation
Conditional Convolutions for Instance Segmentation
Zhi Tian
Chunhua Shen
Hao Chen
ISeg
280
619
0
12 Mar 2020
Multi-level Context Gating of Embedded Collective Knowledge for Medical
  Image Segmentation
Multi-level Context Gating of Embedded Collective Knowledge for Medical Image Segmentation
Maryam Asadi-Aghbolaghi
Reza Azad
M. Fathy
Sergio Escalera
SSeg
130
61
0
10 Mar 2020
Lung Infection Quantification of COVID-19 in CT Images with Deep
  Learning
Lung Infection Quantification of COVID-19 in CT Images with Deep Learning
F. Shan
Yaozong Gao
Jun Wang
Weiya Shi
N. Shi
Miaofei Han
Zhong Xue
Dinggang Shen
Yuxin Shi
191
578
0
10 Mar 2020
Automatic segmentation of spinal multiple sclerosis lesions: How to
  generalize across MRI contrasts?
Automatic segmentation of spinal multiple sclerosis lesions: How to generalize across MRI contrasts?
Olivier Vincent
C. Gros
Joseph Paul Cohen
Julien Cohen-Adad
51
5
0
09 Mar 2020
TorchIO: A Python library for efficient loading, preprocessing,
  augmentation and patch-based sampling of medical images in deep learning
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning
Fernando Pérez-García
Rachel Sparks
Sébastien Ourselin
MedImLM&MA
271
438
0
09 Mar 2020
A Learning Strategy for Contrast-agnostic MRI Segmentation
A Learning Strategy for Contrast-agnostic MRI Segmentation
Benjamin Billot
Douglas N. Greve
Koen van Leemput
Bruce Fischl
Juan Eugenio Iglesias
Adrian Dalca
73
76
0
04 Mar 2020
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
BUSU-Net: An Ensemble U-Net Framework for Medical Image Segmentation
Wei Hao Khoong
UQCVOODSSeg
37
10
0
03 Mar 2020
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial
  Attacks
On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks
Yue Zhao
Yuwei Wu
Caihua Chen
A. Lim
3DPC
97
72
0
27 Feb 2020
Recalibrating 3D ConvNets with Project & Excite
Recalibrating 3D ConvNets with Project & Excite
Anne-Marie Rickmann
Abhijit Guha Roy
Ignacio Sarasua
Christian Wachinger
3DPC
128
17
0
25 Feb 2020
Random Bundle: Brain Metastases Segmentation Ensembling through
  Annotation Randomization
Random Bundle: Brain Metastases Segmentation Ensembling through Annotation Randomization
Darvin Yi
E. Grøvik
Michael Iv
E. Tong
Greg Zaharchuk
D. Rubin
48
2
0
23 Feb 2020
Towards Label-Free 3D Segmentation of Optical Coherence Tomography
  Images of the Optic Nerve Head Using Deep Learning
Towards Label-Free 3D Segmentation of Optical Coherence Tomography Images of the Optic Nerve Head Using Deep Learning
S. Devalla
T. Pham
S. Panda
Zhang Liang
Giridhar Subramanian
...
L. Schmetterer
S. Perera
Tin Aung
Alexandre Hoang Thiery
M. Girard
65
29
0
22 Feb 2020
Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia
Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia
Xiaowei Xu
Xiangao Jiang
Chunlian Ma
Peng Du
Xukun Li
...
Yongtao Li
Hong Zhao
Kaijin Xu
Lingxiang Ruan
Wei Wu
89
641
0
21 Feb 2020
Deep Learning in Medical Ultrasound Image Segmentation: a Review
Deep Learning in Medical Ultrasound Image Segmentation: a Review
Ziyang Wang
89
30
0
18 Feb 2020
Patient-Specific Finetuning of Deep Learning Models for Adaptive
  Radiotherapy in Prostate CT
Patient-Specific Finetuning of Deep Learning Models for Adaptive Radiotherapy in Prostate CT
Mohamed S. Elmahdy
Tanuj Ahuja
U. A. van der Heide
Marius Staring
58
14
0
17 Feb 2020
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Text Perceptron: Towards End-to-End Arbitrary-Shaped Text Spotting
Liang Qiao
Sanli Tang
Zhanzhan Cheng
Yunlu Xu
Yi Niu
Shiliang Pu
Leilei Gan
104
116
0
17 Feb 2020
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short
  Utterances
Deep Speaker Embeddings for Far-Field Speaker Recognition on Short Utterances
Aleksei Gusev
V. Volokhov
Tseren Andzhukaev
Sergey Novoselov
G. Lavrentyeva
...
Anastasia Avdeeva
Artem Ivanov
Alexander Kozlov
Timur Pekhovsky
Yuri N. Matveev
59
48
0
14 Feb 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural
  Network and Self-Supervised Contour Attention
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention
Minyoung Chung
Jingyu Lee
Jeongjin Lee
Y. Shin
MedIm
44
29
0
14 Feb 2020
Neuromorphologicaly-preserving Volumetric data encoding using VQ-VAE
Neuromorphologicaly-preserving Volumetric data encoding using VQ-VAE
Petru-Daniel Tudosiu
Thomas Varsavsky
Richard Shaw
M. Graham
P. Nachev
Sebastien Ourselin
Carole H. Sudre
M. Jorge Cardoso
MedIm
77
18
0
13 Feb 2020
Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images
Edge-Gated CNNs for Volumetric Semantic Segmentation of Medical Images
Ali Hatamizadeh
Demetri Terzopoulos
Andriy Myronenko
46
17
0
11 Feb 2020
Deep Convolutional Neural Networks with Spatial Regularization, Volume
  and Star-shape Priori for Image Segmentation
Deep Convolutional Neural Networks with Spatial Regularization, Volume and Star-shape Priori for Image Segmentation
Jun Liu
Xiang Wang
X. Tai
72
36
0
10 Feb 2020
How well do U-Net-based segmentation trained on adult cardiac magnetic
  resonance imaging data generalise to rare congenital heart diseases for
  surgical planning?
How well do U-Net-based segmentation trained on adult cardiac magnetic resonance imaging data generalise to rare congenital heart diseases for surgical planning?
Sven Koehler
A. Tandon
T. Hussain
H. Latus
T. Pickardt
S. Sarikouch
P. Beerbaum
G. Greil
Sandy Engelhardt
I. Wolf
54
6
0
10 Feb 2020
MS-Net: Multi-Site Network for Improving Prostate Segmentation with
  Heterogeneous MRI Data
MS-Net: Multi-Site Network for Improving Prostate Segmentation with Heterogeneous MRI Data
Quande Liu
Qi Dou
Lequan Yu
Pheng Ann Heng
OOD
125
288
0
09 Feb 2020
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply
  Synergistic Image and Feature Alignment for Medical Image Segmentation
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
Cheng Chen
Qi Dou
Hao Chen
J. Qin
Pheng Ann Heng
113
317
0
06 Feb 2020
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for
  Tooth Segmentation
Pose-Aware Instance Segmentation Framework from Cone Beam CT Images for Tooth Segmentation
Minyoung Chung
Minkyung Lee
Jioh Hong
Sanguk Park
Jusang Lee
Jingyu Lee
Jeongjin Lee
Y. Shin
55
66
0
06 Feb 2020
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale
  Neurovascular Reconstruction
DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction
Leila Saadatifard
Aryan Mobiny
Pavel A. Govyadinov
H. Nguyen
D. Mayerich
3DV
26
2
0
04 Feb 2020
Stan: Small tumor-aware network for breast ultrasound image segmentation
Stan: Small tumor-aware network for breast ultrasound image segmentation
Bryar Shareef
Min Xian
Aleksandar Vakanski
59
64
0
03 Feb 2020
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep
  Learning in Multiview Information with Attention
Simultaneous Left Atrium Anatomy and Scar Segmentations via Deep Learning in Multiview Information with Attention
Guang Yang
Jun Chen
Zijian Gao
Shuo Li
Hao Ni
...
Yanping Zhang
Xiuquan Du
Heye Zhang
D. Firmin
J. Keegan
47
74
0
02 Feb 2020
Semi-Automatic Generation of Tight Binary Masks and Non-Convex
  Isosurfaces for Quantitative Analysis of 3D Biological Samples
Semi-Automatic Generation of Tight Binary Masks and Non-Convex Isosurfaces for Quantitative Analysis of 3D Biological Samples
Sourabh Bhide
Ralf Mikut
Maria Leptin
Johannes Stegmaier
3DV
25
4
0
30 Jan 2020
Depth Based Semantic Scene Completion with Position Importance Aware
  Loss
Depth Based Semantic Scene Completion with Position Importance Aware Loss
Yu Liu
Jie Li
Xia Yuan
Chunxia Zhao
Roland Siegwart
Ian Reid
Cesar Cadena
3DPC
169
56
0
29 Jan 2020
Deep Learning in Multi-organ Segmentation
Deep Learning in Multi-organ Segmentation
Y. Lei
Yabo Fu
Tonghe Wang
Richard L. J. Qiu
W. Curran
Tian-xing Liu
Xiaofeng Yang
SSeg
62
32
0
28 Jan 2020
Abdominal multi-organ segmentation with cascaded convolutional and
  adversarial deep networks
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks
Pierre-Henri Conze
A. Emre Kavur
E. Gall
N. Gezer
Y. Meur
M. Alper Selver
F. Rousseau
SSegMedIm
65
104
0
26 Jan 2020
Domain Adaptive Medical Image Segmentation via Adversarial Learning of
  Disease-Specific Spatial Patterns
Domain Adaptive Medical Image Segmentation via Adversarial Learning of Disease-Specific Spatial Patterns
Hongwei Bran Li
T. Loehr
Anjany Sekuboyina
Jianguo Zhang
Benedikt Wiestler
Bjoern Menze
OOD
34
3
0
25 Jan 2020
VerSe: A Vertebrae Labelling and Segmentation Benchmark for
  Multi-detector CT Images
VerSe: A Vertebrae Labelling and Segmentation Benchmark for Multi-detector CT Images
Anjany Sekuboyina
M. Husseini
Amirhossein Bayat
Maximilian Löffler
Hans Liebl
...
Ben Glocker
A. Valentinitsch
Markus Rempfler
Bjorn H. Menze
Jan S. Kirschke
97
260
0
24 Jan 2020
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion
  Segmentation
RatLesNetv2: A Fully Convolutional Network for Rodent Brain Lesion Segmentation
Juan Miguel Valverde
Artem Shatillo
Riccardo De Feo
O. Gröhn
Alejandra Sierra
Jussi Tohka
MedIm
44
21
0
24 Jan 2020
Secure and Robust Machine Learning for Healthcare: A Survey
Secure and Robust Machine Learning for Healthcare: A Survey
A. Qayyum
Junaid Qadir
Muhammad Bilal
Ala I. Al-Fuqaha
AAMLOOD
98
392
0
21 Jan 2020
AttentionAnatomy: A unified framework for whole-body organs at risk
  segmentation using multiple partially annotated datasets
AttentionAnatomy: A unified framework for whole-body organs at risk segmentation using multiple partially annotated datasets
Shanlin Sun
Yang Liu
Narisu Bai
Hao Tang
Xuming Chen
Qian Huang
Yong Liu
Xiaohui Xie
41
12
0
13 Jan 2020
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