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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Semantic Segmentation of Pathological Lung Tissue with Dilated Fully Convolutional NetworksIEEE journal of biomedical and health informatics (IEEE JBHI), 2018

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Stergios Christodoulidis

L. Ebner

Thomas Geiser

Andreas Christe

Stavroula Mougiakakou

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16 Mar 2018

Deep Adaptive Attention for Joint Facial Action Unit Detection and Face AlignmentEuropean Conference on Computer Vision (ECCV), 2018

Jianfei Cai

239

191

15 Mar 2018

An application of cascaded 3D fully convolutional networks for medical image segmentation

183

286

14 Mar 2018

A Deep Learning Approach for Pose Estimation from Volumetric OCT Data

N. Gessert

M. Schlüter

Alexander Schlaefer

118

10 Mar 2018

Fusing Hierarchical Convolutional Features for Human Body Segmentation and Clothing Fashion Classification

09 Mar 2018

Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks

Abhijit Guha Roy

Nassir Navab

Christian Wachinger

153

949

07 Mar 2018

Brain Tumor Segmentation and Radiomics Survival Prediction: Contribution to the BRATS 2017 Challenge

Hyunjin Park

Philipp Kickingereder

Wolfgang Wick

Martin Bendszus

Klaus H. Maier-Hein

288

526

28 Feb 2018

Multi-Oriented Scene Text Detection via Corner Localization and Region Segmentation

237

339

25 Feb 2018

Generating retinal flow maps from structural optical coherence tomography with artificial intelligence

102

24 Feb 2018

Recurrent Residual Convolutional Neural Network based on U-Net (R2U-Net) for Medical Image Segmentation

528

1,177

20 Feb 2018

Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images

260

209

14 Feb 2018

Joint Learning for Pulmonary Nodule Segmentation, Attributes and Malignancy Prediction

129

125

10 Feb 2018

Deep learning in radiology: an overview of the concepts and a survey of the state of the art

146

488

10 Feb 2018

Densely Dilated Spatial Pooling Convolutional Network using benign loss functions for imbalanced volumetric prostate segmentation

127

31 Jan 2018

E2E-MLT - an Unconstrained End-to-End Method for Multi-Language Scene Text

M. Busta

Yash J. Patel

Jirí Matas

129

100

30 Jan 2018

TernaryNet: Faster Deep Model Inference without GPUs for Medical 3D Segmentation using Sparse and Binary Convolutions

M. Heinrich

Maximilian Blendowski

Ozan Oktay

MedIm

149

29 Jan 2018

Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation

189

22 Jan 2018

A Foreground Inference Network for Video Surveillance Using Multi-View Receptive Field

Thangarajah Akilan

19 Jan 2018

Quantitative analysis of patch-based fully convolutional neural networks for tissue segmentation on brain magnetic resonance imaging

Mariano Cabezas

156

19 Jan 2018

On the influence of Dice loss function in multi-class organ segmentation of abdominal CT using 3D fully convolutional networks

147

18 Jan 2018

Fully Convolutional Multi-scale Residual DenseNets for Cardiac Segmentation and Automated Cardiac Diagnosis using Ensemble of Classifiers

Mahendra Khened

Alex Varghese

Ganapathy Krishnamurthi

127

337

16 Jan 2018

QuickNAT: A Fully Convolutional Network for Quick and Accurate Segmentation of Neuroanatomy

Abhijit Guha Roy

Sailesh Conjeti

Nassir Navab

Christian Wachinger

187

243

12 Jan 2018

BUSIS: A Benchmark for Breast Ultrasound Image Segmentation

165

09 Jan 2018

Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice Loss

223

25 Dec 2017

Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning

20 Dec 2017

Automatic Renal Segmentation in DCE-MRI using Convolutional Neural NetworksIEEE International Symposium on Biomedical Imaging (ISBI), 2017

M. Haghighi

Simon K. Warfield

Sila Kurugol

MedIm

133

19 Dec 2017

Automatic segmentation method of pelvic floor levator hiatus in ultrasound using a self-normalising neural network

131

18 Dec 2017

Deep CNN ensembles and suggestive annotations for infant brain MRI segmentation

Jose Dolz

195

118

14 Dec 2017

Deep convolutional neural networks for brain image analysis on magnetic resonance imaging: a review

191

373

11 Dec 2017

A 3D Coarse-to-Fine Framework for Volumetric Medical Image Segmentation

208

145

01 Dec 2017

Segmenting Brain Tumors with Symmetry

Hejia Zhang

Xia Zhu

Theodore L. Willke

17 Nov 2017

Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks

163

17 Nov 2017

Squeeze-SegNet: A new fast Deep Convolutional Neural Network for Semantic Segmentation

Géraldin Nanfack

Azeddine Elhassouny

Rachid Oulad Haj Thami

SSeg

245

15 Nov 2017

EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies

197

151

10 Nov 2017

Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation

172

31 Oct 2017

Regularization for Deep Learning: A Taxonomy

J. Kukačka

Vladimir Golkov

Zorah Lähner

171

361

29 Oct 2017

Learning to diagnose from scratch by exploiting dependencies among labels

214

358

28 Oct 2017

Interactive Medical Image Segmentation using Deep Learning with Image-specific Fine-tuning

Guotai Wang

...

Sebastien Ourselin

233

739

11 Oct 2017

A Multiscale Patch Based Convolutional Network for Brain Tumor Segmentation

J. Stawiaski

06 Oct 2017

Spinal cord gray matter segmentation using deep dilated convolutions

151

122

02 Oct 2017

Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images

120

27 Sep 2017

A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

169

26 Sep 2017

When is a Convolutional Filter Easy To Learn?

272

130

18 Sep 2017

Cystoid macular edema segmentation of Optical Coherence Tomography images using fully convolutional neural networks and fully connected CRFs

15 Sep 2017

DeepVoting: A Robust and Explainable Deep Network for Semantic Part Detection under Partial Occlusion

Cihang Xie

232

14 Sep 2017

Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation

199

13 Sep 2017

An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation

Christian F. Baumgartner

Lisa M. Koch

Marc Pollefeys

E. Konukoglu

154

261

13 Sep 2017

NiftyNet: a deep-learning platform for medical imaging

Carole Sudre

...

Sébastien Ourselin

229

557

11 Sep 2017

Segmentation and Classification of Cine-MR Images Using Fully Convolutional Networks and Handcrafted Features

M. H. Eybposh

Mohammad Haghir Ebrahim-Abadi

Mohammad Jalilpour-Monesi

S. S. Saboksayr

08 Sep 2017

Learning to Segment Breast Biopsy Whole Slide Images

203

08 Sep 2017