Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science

Correction to: Unpaired Deep Cross-Modality Synthesis with Fast Training

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_44 ◽

2020 ◽

pp. C1-C1

Author(s):

Lei Xiang ◽

Yang Li ◽

Weili Lin ◽

Qian Wang ◽

Dinggang Shen

Keyword(s):

Fast Training

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A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_4 ◽

2018 ◽

pp. 29-37 ◽

Cited By ~ 9

Author(s):

Mohammad H. Jafari ◽

Hany Girgis ◽

Zhibin Liao ◽

Delaram Behnami ◽

Amir Abdi ◽

...

Keyword(s):

Left Ventricle ◽

Optical Flow ◽

Unified Framework ◽

Convolutional Networks ◽

Fully Convolutional Networks

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Integrating Deformable Modeling with 3D Deep Neural Network Segmentation

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_43 ◽

2018 ◽

pp. 377-384

Author(s):

Hui Tang ◽

Mehdi Moradi ◽

Ken C. L. Wong ◽

Hongzhi Wang ◽

Ahmed El Harouni ◽

...

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Deformable Modeling

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Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_29 ◽

2018 ◽

pp. 254-262

Author(s):

Mayalen Etcheverry ◽

Bogdan Georgescu ◽

Benjamin Odry ◽

Thomas J. Re ◽

Shivam Kaushik ◽

...

Keyword(s):

Medical Images ◽

Object Localization

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Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_15 ◽

2018 ◽

pp. 128-136 ◽

Cited By ~ 5

Author(s):

Roman Spilger ◽

Thomas Wollmann ◽

Yu Qiang ◽

Andrea Imle ◽

Ji Young Lee ◽

...

Keyword(s):

Deep Learning ◽

Fluorescence Microscopy ◽

Automatic Tracking ◽

Microscopy Images

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ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_39 ◽

2018 ◽

pp. 343-350 ◽

Cited By ~ 4

Author(s):

Felix Lau ◽

Tom Hendriks ◽

Jesse Lieman-Sifry ◽

Sean Sall ◽

Dan Golden

Keyword(s):

Generative Adversarial Networks ◽

Adversarial Networks ◽

Cardiovascular Mr

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Unpaired Deep Cross-Modality Synthesis with Fast Training

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_18 ◽

2018 ◽

pp. 155-164 ◽

Cited By ~ 5

Author(s):

Lei Xiang ◽

Yang Li ◽

Weili Lin ◽

Qian Wang ◽

Dinggang Shen

Keyword(s):

Fast Training

Download Full-text

Learning to Segment Medical Images with Scribble-Supervision Alone

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_27 ◽

2018 ◽

pp. 236-244 ◽

Cited By ~ 8

Author(s):

Yigit B. Can ◽

Krishna Chaitanya ◽

Basil Mustafa ◽

Lisa M. Koch ◽

Ender Konukoglu ◽

...

Keyword(s):

Medical Images

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Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_38 ◽

2018 ◽

pp. 334-342 ◽

Cited By ~ 5

Author(s):

Danielle F. Pace ◽

Adrian V. Dalca ◽

Tom Brosch ◽

Tal Geva ◽

Andrew J. Powell ◽

...

Keyword(s):

Congenital Heart Disease ◽

Heart Disease ◽

Congenital Heart ◽

Training Data

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Rapid Training Data Generation for Tissue Segmentation Using Global Approximate Block-Matching with Self-organizing Maps

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science ◽

10.1007/978-3-030-00889-5_13 ◽

2018 ◽

pp. 110-118

Author(s):

Lee B. Reid ◽

Alex M. Pagnozzi

Keyword(s):

Block Matching ◽

Training Data ◽

Data Generation ◽

Tissue Segmentation ◽

Self Organizing Maps ◽

Self Organizing

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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

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Published By Springer International Publishing

Correction to: Unpaired Deep Cross-Modality Synthesis with Fast Training

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data

Integrating Deformable Modeling with 3D Deep Neural Network Segmentation

Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images

Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning

ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans

Unpaired Deep Cross-Modality Synthesis with Fast Training

Learning to Segment Medical Images with Scribble-Supervision Alone

Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease

Rapid Training Data Generation for Tissue Segmentation Using Global Approximate Block-Matching with Self-organizing Maps

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Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

Correction to: Unpaired Deep Cross-Modality Synthesis with Fast Training

A Unified Framework Integrating Recurrent Fully-Convolutional Networks and Optical Flow for Segmentation of the Left Ventricle in Echocardiography Data

Integrating Deformable Modeling with 3D Deep Neural Network Segmentation

Nonlinear Adaptively Learned Optimization for Object Localization in 3D Medical Images

Deep Particle Tracker: Automatic Tracking of Particles in Fluorescence Microscopy Images Using Deep Learning

ScarGAN: Chained Generative Adversarial Networks to Simulate Pathological Tissue on Cardiovascular MR Scans

Unpaired Deep Cross-Modality Synthesis with Fast Training

Learning to Segment Medical Images with Scribble-Supervision Alone

Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease

Rapid Training Data Generation for Tissue Segmentation Using Global Approximate Block-Matching with Self-organizing Maps

Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science
Latest Publications