v1v2v3 (latest)

Brain Tumor Segmentation with Deep Neural Networks

13 May 2015

Aaron Courville

Papers citing "Brain Tumor Segmentation with Deep Neural Networks"

50 / 359 papers shown

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue

...

17 Sep 2018

Retrospective correction of Rigid and Non-Rigid MR motion artifacts using GANs

259

17 Sep 2018

Holographic Visualisation of Radiology Data and Automated Machine Learning-based Medical Image Segmentation

Lucian Trestioreanu

179

15 Aug 2018

Deeply Self-Supervised Contour Embedded Neural Network Applied to Liver Segmentation

311

02 Aug 2018

TBI Contusion Segmentation from MRI using Convolutional Neural Networks

27 Jul 2018

CASED: Curriculum Adaptive Sampling for Extreme Data Imbalance

Andrew Jesson

N. Guizard

Sina Hamidi Ghalehjegh

D. Goblot

F. Soudan

Nicolas Chapados

125

27 Jul 2018

Multi-Scale Gradual Integration CNN for False Positive Reduction in Pulmonary Nodule Detection

Bum-Chae Kim

Jun-Sik Choi

Heung-Il Suk

114

24 Jul 2018

3D Convolutional Neural Networks for Tumor Segmentation using Long-range 2D Context

129

113

23 Jul 2018

A Modality-Adaptive Method for Segmenting Brain Tumors and Organs-at-Risk in Radiation Therapy Planning

145

18 Jul 2018

Neural Networks Regularization Through Representation Learning

Soufiane Belharbi

OOD SSL

134

13 Jul 2018

A CADe System for Gliomas in Brain MRI using Convolutional Neural Networks

20 Jun 2018

Diffeomorphic brain shape modelling using Gauss-Newton optimisation

19 Jun 2018

MedGAN: Medical Image Translation using GANs

334

654

17 Jun 2018

Disease Prediction using Graph Convolutional Networks: Application to Autism Spectrum Disorder and Alzheimer's Disease

213

645

05 Jun 2018

RetainVis: Visual Analytics with Interpretable and Interactive Recurrent Neural Networks on Electronic Medical Records

Jimeng Sun

209

273

28 May 2018

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

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238

252

16 May 2018

Circuit designs for superconducting optoelectronic loop neurons

106

04 May 2018

Superconducting Optoelectronic Neurons I: General Principles

148

04 May 2018

Lidar Cloud Detection with Fully Convolutional Networks

E. Cromwell

Donna Flynn

3DPC

103

02 May 2018

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

331

114

27 Apr 2018

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

107

27 Apr 2018

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

143

231

23 Apr 2018

Adversarial Time-to-Event Modeling

Lawrence Carin

171

09 Apr 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

188

183

28 Mar 2018

A Deep Learning Approach for Pose Estimation from Volumetric OCT Data

N. Gessert

M. Schlüter

Alexander Schlaefer

119

10 Mar 2018

Towards Clinical Diagnosis: Automated Stroke Lesion Segmentation on Multimodal MR Image Using Convolutional Neural Network

05 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

296

526

28 Feb 2018

Improved Explainability of Capsule Networks: Relevance Path by AgreementIEEE Global Conference on Signal and Information Processing (GlobalSIP), 2018

Atefeh Shahroudnejad

Arash Mohammadi

Konstantinos N. Plataniotis

AAML MedIm

113

27 Feb 2018

Brain Tumor Type Classification via Capsule NetworksInternational Conference on Information Photonics (ICIP), 2018

Parnian Afshar

Arash Mohammadi

Konstantinos N. Plataniotis

183

475

27 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

529

1,177

20 Feb 2018

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

260

209

14 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

Multiparametric Deep Learning Tissue Signatures for a Radiological Biomarker of Breast Cancer: Preliminary Results

131

10 Feb 2018

ASMCNN: An Efficient Brain Extraction Using Active Shape Model and Convolutional Neural Networks

Duy M. Nguyen

224

05 Feb 2018

Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach

171

133

02 Feb 2018

MRI Tumor Segmentation with Densely Connected 3D CNN

252

125

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

130

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

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

240

25 Dec 2017

Partial Labeled Gastric Tumor Segmentation via patch-based Reiterative Learning

20 Dec 2017

Integrated Model, Batch and Domain Parallelism in Training Neural Networks

202

12 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

Deep learning analysis of the myocardium in coronary CT angiography for identification of patients with functionally significant coronary artery stenosis

Ivana Išgum

160

189

24 Nov 2017

Learning Deep Representations of Medical Images using Siamese CNNs with Application to Content-Based Image Retrieval

Yu-An Chung

W. Weng

SSL MedIm

133

22 Nov 2017

Segmenting Brain Tumors with Symmetry

Hejia Zhang

Xia Zhu

Theodore L. Willke

17 Nov 2017

Applications of Deep Learning and Reinforcement Learning to Biological Data

Amir Hussain

181

692

10 Nov 2017

Tumor Classification and Segmentation of MR Brain Images

108

31 Oct 2017

Improved Workflow for Unsupervised Multiphase Image SegmentationComputational Geosciences (Comput. Geosci.), 2017

26 Oct 2017