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Displaying 1 - 13 of 13

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2D Single Plane Big Data Convolutional Neural Network for Skull-Stripping

Author:Oeslle Lucena Roberto Souza Richard Frayne Letícia Rittner Roberto Lotufo

Author Institution:University of Calgary University of Campinas

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2731

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Accurate Cerebellum segmentation using a 3D Convolutional Neural Network and fully connected CRF

Author:Nina Jacobsen Andreas Deistung Dagmar Timmann Jürgen Reichenbach Daniel Güllmar

Author Institution:Essen University Hospital Jena University Hospital

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2732

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Automatic Myocardium Segmentation using Fully Conventional Network (FCN)

Author:Yan Wang Peng Cao Karen Ordovas Jing Liu

Author Institution:University of California, San Francisco

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2734

Presentation Time:

Room Number:Exhibition Hall 2726-2738

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Brain Segmentation in Rodent MR-Images Using Convolutional Neural Networks

Author:Björn Sigurðsson Sune Darkner Stefan Sommer Kristian Mortensen Simon Sanggaard Serhii Kostrikov Maiken Nedergaard

Author Institution:Technical University of Denmark University of Copenhagen Yale School of Medicine

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2728

Presentation Time:

Room Number:Exhibition Hall 2726-2738

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Breast MRI Tissue Classification and Partial Volume Estimation using Different Methods: Evaluation on T1, T2 and PD-weighted TSE Images

Author:Subhajit Chatterjee Snekha Thakran Rakesh Gupta Anup Singh

Author Institution:Fortis Memorial Research Institute, Gurgaon, India Indian Institute of Technology Delhi

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2736

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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A Comparison of Deep Learning Convolutional Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images

Author:Lavanya Umapathy Mahesh Bharath Keerthivasan Jean-Philippe Galons Wyatt Unger Diego Martin Maria Altbach Ali Bilgin

Author Institution:University of Arizona

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2729

Presentation Time:

Room Number:Exhibition Hall 2726-2738

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Deep learning Based Liver Segmentation from MR Images Using 3D Mutli-Resolution Convolutional Neural Networks

Author:Mootaz Eldib Jonathan Riek

Author Institution:BioTelemetry Research

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2730

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Deep learning-based whole head segmentation for simultaneous PET/MR attenuation correction

Author:Jakub Baran Kamlesh Pawar Nicholas Ferris Sharna Jamadar Marian Cholewa Zhaolin Chen Gary Egan

Author Institution:Monash University University of Rzeszow

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2726

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Generalized AI for Organ Invariant Tissue Segmentation and Characterization of Multiparametric MRI: Preliminary Results

Author:Vishwa Parekh Katarzyna Macura Michael Jacobs

Author Institution:Johns Hopkins University Johns Hopkins University School of Medicine

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2727

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Reconstruction of MR images by combining k-spaces of multi-contrast MR data through deep learning

Author:Won-Joon Do Yo Seob Han Seung Hong Choi Jong Chul Ye Sung-Hong Park

Author Institution:KAIST Seoul National University Hospital

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2738

Presentation Time:

Room Number:Exhibition Hall 2726-2738

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Sciatic Nerve Segmentation in MRI Volumes of the Upper Leg via 3D Convolutional Neural Networks

Author:Matthew Hancock Shashank Manjunath Jun Li Richard Dortch

Author Institution:Vanderbilt University Vanderbilt University Medical Center

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2733

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Skull Segmentation for MR-Only Radiotherapy Simulation using An Unsupervised-Learning Multi-Sequence Analysis Framework

Author:Max Law Jing Yuan Oilei Wong Ben Yu

Author Institution:Hong Kong Sanatorium & Hospital

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2737

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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U-net: Convolutional Networks for Carotid Artery Wall Segmentation in Simultaneous Non-Contrast Angiography and intra-Plaque hemorrhage (SNAP) imaging

Author:Mingquan Lin Bernard Chiu Qiang Zhang Huiyu Qiao Jiaqi Dou Binbin Sui Shuo Chen Xihai Zhao Zhensen Chen Huijun Chen

Author Institution:Beijing Jiaotong University Beijing Tian Tan Hospital City University of Hong Kong Tsinghua University

Session Type:Traditional Poster

Session Date:Thursday, 21 June 2018

Session Time:08:00

Session:Machine Learning for Tissue Segmentation & Classification

Program Number:2735

Presentation Time:

Room Number:Exhibition Hall 2726-2738

Computer Number:

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Displaying 1 - 13 of 13

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2D Single Plane Big Data Convolutional Neural Network for Skull-Stripping

Accurate Cerebellum segmentation using a 3D Convolutional Neural Network and fully connected CRF

Automatic Myocardium Segmentation using Fully Conventional Network (FCN)

Brain Segmentation in Rodent MR-Images Using Convolutional Neural Networks

Breast MRI Tissue Classification and Partial Volume Estimation using Different Methods: Evaluation on T1, T2 and PD-weighted TSE Images

A Comparison of Deep Learning Convolutional Neural Networks for Liver Segmentation in Radial Turbo Spin Echo Images

Deep learning Based Liver Segmentation from MR Images Using 3D Mutli-Resolution Convolutional Neural Networks

Deep learning-based whole head segmentation for simultaneous PET/MR attenuation correction

Generalized AI for Organ Invariant Tissue Segmentation and Characterization of Multiparametric MRI: Preliminary Results

Reconstruction of MR images by combining k-spaces of multi-contrast MR data through deep learning

Sciatic Nerve Segmentation in MRI Volumes of the Upper Leg via 3D Convolutional Neural Networks

Skull Segmentation for MR-Only Radiotherapy Simulation using An Unsupervised-Learning Multi-Sequence Analysis Framework

U-net: Convolutional Networks for Carotid Artery Wall Segmentation in Simultaneous Non-Contrast Angiography and intra-Plaque hemorrhage (SNAP) imaging