Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - Lecture Notes in Computer Science
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9783319675572, 9783319675589

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Context-Based Normalization of Histological Stains Using Deep Convolutional Features

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

10.1007/978-3-319-67558-9_16 ◽

2017 ◽

pp. 135-142 ◽

Cited By ~ 7

Author(s):

D. Bug ◽

S. Schneider ◽

A. Grote ◽

E. Oswald ◽

F. Feuerhake ◽

...

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Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks

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

10.1007/978-3-319-67558-9_11 ◽

2017 ◽

pp. 92-99 ◽

Cited By ~ 11

Author(s):

Sangheum Hwang ◽

Sunggyun Park

Keyword(s):

Lung Segmentation ◽

Convolutional Networks

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A Deep Residual Inception Network for HEp-2 Cell Classification

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

10.1007/978-3-319-67558-9_2 ◽

2017 ◽

pp. 12-20 ◽

Cited By ~ 4

Author(s):

Yuexiang Li ◽

Linlin Shen

Keyword(s):

Cell Classification

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CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography

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

10.1007/978-3-319-67558-9_8 ◽

2017 ◽

pp. 65-73 ◽

Cited By ~ 6

Author(s):

Shekoufeh Gorgi Zadeh ◽

Maximilian W. M. Wintergerst ◽

Vitalis Wiens ◽

Sarah Thiele ◽

Frank G. Holz ◽

...

Keyword(s):

Optical Coherence Tomography ◽

Optical Coherence

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End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

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

10.1007/978-3-319-67558-9_24 ◽

2017 ◽

pp. 204-212 ◽

Cited By ~ 99

Author(s):

Bob D. de Vos ◽

Floris F. Berendsen ◽

Max A. Viergever ◽

Marius Staring ◽

Ivana Išgum

Keyword(s):

Neural Network ◽

Image Registration ◽

Convolutional Neural Network ◽

Deformable Image Registration ◽

End To End

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Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections

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

10.1007/978-3-319-67558-9_38 ◽

2017 ◽

pp. 330-337 ◽

Cited By ~ 3

Author(s):

Adam Porisky ◽

Tom Brosch ◽

Emil Ljungberg ◽

Lisa Y. W. Tang ◽

Youngjin Yoo ◽

...

Keyword(s):

Spinal Cord ◽

Grey Matter ◽

Convolutional Encoder

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Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression

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

10.1007/978-3-319-67558-9_14 ◽

2017 ◽

pp. 117-125 ◽

Cited By ~ 6

Author(s):

Yuru Pei ◽

Yungeng Zhang ◽

Haifang Qin ◽

Gengyu Ma ◽

Yuke Guo ◽

...

Keyword(s):

3D Registration

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EMR-Radiological Phenotypes in Diseases of the Optic Nerve and Their Association with Visual Function

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

10.1007/978-3-319-67558-9_43 ◽

2017 ◽

pp. 373-381 ◽

Cited By ~ 1

Author(s):

Shikha Chaganti ◽

Jamie R. Robinson ◽

Camilo Bermudez ◽

Thomas Lasko ◽

Louise A. Mawn ◽

...

Keyword(s):

Optic Nerve ◽

Visual Function

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Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images

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

10.1007/978-3-319-67558-9_36 ◽

2017 ◽

pp. 312-320 ◽

Cited By ~ 1

Author(s):

Jie Wei ◽

Yong Xia

Keyword(s):

Magnetic Resonance ◽

Magnetic Resonance Images ◽

Multi Scale

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A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology

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

10.1007/978-3-319-67558-9_27 ◽

2017 ◽

pp. 231-239 ◽

Cited By ~ 20

Author(s):

Kyunghyun Paeng ◽

Sangheum Hwang ◽

Sunggyun Park ◽

Minsoo Kim

Keyword(s):

Tumor Proliferation ◽

Unified Framework

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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

Context-Based Normalization of Histological Stains Using Deep Convolutional Features

Accurate Lung Segmentation via Network-Wise Training of Convolutional Networks

A Deep Residual Inception Network for HEp-2 Cell Classification

CNNs Enable Accurate and Fast Segmentation of Drusen in Optical Coherence Tomography

End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network

Grey Matter Segmentation in Spinal Cord MRIs via 3D Convolutional Encoder Networks with Shortcut Connections

Non-rigid Craniofacial 2D-3D Registration Using CNN-Based Regression

EMR-Radiological Phenotypes in Diseases of the Optic Nerve and Their Association with Visual Function

Multi-scale Networks for Segmentation of Brain Magnetic Resonance Images

A Unified Framework for Tumor Proliferation Score Prediction in Breast Histopathology

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