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

15 June 2016

Fausto Milletari

Nassir Navab

Seyed-Ahmad Ahmadi

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

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Aleatoric uncertainty estimation with test-time augmentation for medical image segmentation with convolutional neural networks

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$3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation$

3D Global Convolutional Adversarial Network\\ for Prostate MR Volume Segmentation

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PIMMS: Permutation Invariant Multi-Modal Segmentation

Carole H. Sudre

139

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Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation

Jan Kirschke

13 Jul 2018

Prostate Segmentation using 2D Bridged U-net

Yue Zhang

Yu Qiao

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Accurate Scene Text Detection through Border Semantics Awareness and Bootstrapping

Chuhui Xue

Shijian Lu

Fangneng Zhan

329

128

10 Jul 2018

Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration

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Sébastien Ourselin

290

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Multi-Scale Coarse-to-Fine Segmentation for Screening Pancreatic Ductal AdenocarcinomaInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018

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3D RoI-aware U-Net for Accurate and Efficient Colorectal Tumor SegmentationIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2018

Ying Jin

Hao Chen

146

27 Jun 2018

Fully Convolutional Networks for Automated Segmentation of Abdominal Adipose Tissue Depots in Multicenter Water-Fat MRI

178

26 Jun 2018

Automatic segmentation of prostate zones

Germonda Mooij

Ines Bagulho

Henkjan Huisman

MedIm

19 Jun 2018

Kid-Net: Convolution Networks for Kidney Vessels Segmentation from CT-Volumes

146

18 Jun 2018

Imperfect Segmentation Labels: How Much Do They Matter?

N. Heller

Joshua Dean

Nikolaos Papanikolopoulos

296

12 Jun 2018

Enhancing clinical MRI Perfusion maps with data-driven maps of complementary nature for lesion outcome prediction

Roland Wiest

12 Jun 2018

VoxelAtlasGAN: 3D Left Ventricle Segmentation on Echocardiography with Atlas Guided Generation and Voxel-to-voxel Discrimination

137

10 Jun 2018

Autoencoders for Multi-Label Prostate MR Segmentation

Ard de Gelder

Henkjan Huisman

09 Jun 2018

Contextual Hourglass Networks for Segmentation and Density Estimation

Daniel Oñoro-Rubio

Mathias Niepert

08 Jun 2018

Shape Robust Text Detection with Progressive Scale Expansion Network

Xiang Li

Jian Yang

261

695

07 Jun 2018

Quantitative Phase Imaging and Artificial Intelligence: A Review

254

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A multi-scale pyramid of 3D fully convolutional networks for abdominal multi-organ segmentation

153

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CFCM: Segmentation via Coarse to Fine Context Memory

Fausto Milletari

Nicola Rieke

Maximilian Baust

M. Esposito

Nassir Navab

138

04 Jun 2018

Fully Automated Organ Segmentation in Male Pelvic CT Images

119

126

31 May 2018

Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks

Tony C. W. Mok

Albert C. S. Chung

GAN MedIm

178

29 May 2018

Three-Dimensional Radiotherapy Dose Prediction on Head and Neck Cancer Patients with a Hierarchically Densely Connected U-net Deep Learning Architecture

128

303

25 May 2018

A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and Protocols

Neerav Karani

K. Chaitanya

Christian F. Baumgartner

E. Konukoglu

164

131

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Autofocus Layer for Semantic Segmentation

Yao Qin

Konstantinos Kamnitsas

295

120

22 May 2018

Automatic segmentation of the spinal cord and intramedullary multiple sclerosis lesions with convolutional neural networks

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247

252

16 May 2018

Attaining human-level performance with atlas location autocontext for anatomical landmark detection in 3D CT data

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164

14 May 2018

A volumetric deep Convolutional Neural Network for simulation of mock dark matter halo catalogues

P. Berger

G. Stein

196

11 May 2018

Learning Short-Cut Connections for Object Counting

Daniel Oñoro-Rubio

Mathias Niepert

Roberto J. López-Sastre

171

08 May 2018

Combo Loss: Handling Input and Output Imbalance in Multi-Organ Segmentation

Saeid Asgari Taghanaki

Puneet Sharma

227

387

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Stack-U-Net: Refinement Network for Image Segmentation on the Example of Optic Disc and Cup

Anastasia Georgievskaya

114

30 Apr 2018

Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss

Qi Dou

Cheng Ouyang

Cheng Chen

Hao Chen

Pheng-Ann Heng

MedIm

190

308

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Joint Shape Representation and Classification for Detecting PDAC

153

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Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images

342

114

27 Apr 2018

Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning

115

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Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation

167

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Abdominal multi-organ segmentation with organ-attention networks and statistical fusion

150

232

23 Apr 2018

Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D UltrasoundInternational Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2018

M. Degel

Nassir Navab

Shadi Albarqouni

102

20 Apr 2018

Select, Attend, and Transfer: Light, Learnable Skip Connections

Saeid Asgari Taghanaki

...

Puneet Sharma

232

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Iterative fully convolutional neural networks for automatic vertebra segmentation and identification

Nikolas Lessmann

Bram van Ginneken

P. A. Jong

Ivana Išgum

165

243

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Attention U-Net: Learning Where to Look for the Pancreas

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750

6,564

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Bridging the Gap Between 2D and 3D Organ Segmentation with Volumetric Fusion Net

184

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Hierarchical Transfer Convolutional Neural Networks for Image Classification

152

30 Mar 2018

Pancreas Segmentation in CT and MRI Images via Domain Specific Network Designing and Recurrent Neural Contextual Learning

135

30 Mar 2018

Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection

Seyed Raein Hashemi

Seyed Sadegh Mohseni Salehi

Deniz Erdogmus

S. Prabhu

Simon K. Warfield

Ali Gholipour

MedIm

197

183

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DeepVesselNet: Vessel Segmentation, Centerline Prediction, and Bifurcation Detection in 3-D Angiographic Volumes

Jan Kirschke

204

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Deep learning and its application to medical image segmentation

212

129

23 Mar 2018

DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures

Nassir Navab

172

139

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Weakly Supervised Medical Diagnosis and Localization from Multiple Resolutions

180

130

21 Mar 2018