Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science

An Approach to Predict Multiple Cardiac Diseases

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_8 ◽

2019 ◽

pp. 64-71

Author(s):

Guanghong Bin ◽

Yongyue Sun ◽

Jiao Huang ◽

Guangyu Bin

Keyword(s):

Cardiac Diseases

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An Ensemble Neural Network for Multi-label Classification of Electrocardiogram

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_3 ◽

2019 ◽

pp. 20-27

Author(s):

Dongya Jia ◽

Wei Zhao ◽

Zhenqi Li ◽

Cong Yan ◽

Hongmei Wang ◽

...

Keyword(s):

Neural Network ◽

Ensemble Neural Network

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Attention-Guided Decoder in Dilated Residual Network for Accurate Aortic Valve Segmentation in 3D CT Scans

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_15 ◽

2019 ◽

pp. 121-129

Author(s):

Bowen Fan ◽

Naoki Tomii ◽

Hiroyuki Tsukihara ◽

Eriko Maeda ◽

Haruo Yamauchi ◽

...

Keyword(s):

Aortic Valve ◽

Ct Scans ◽

3D Ct ◽

Residual Network

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LabelECG: A Web-Based Tool for Distributed Electrocardiogram Annotation

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_13 ◽

2019 ◽

pp. 104-111

Author(s):

Zijian Ding ◽

Shan Qiu ◽

Yutong Guo ◽

Jianping Lin ◽

Li Sun ◽

...

Keyword(s):

Web Based

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Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_20 ◽

2019 ◽

pp. 167-174

Author(s):

Karen López-Linares ◽

Maialen Stephens ◽

Inmaculada García ◽

Iván Macía ◽

Miguel Ángel González Ballester ◽

...

Keyword(s):

Neural Networks ◽

Abdominal Aortic Aneurysm ◽

Aortic Aneurysm ◽

Convolutional Neural Networks ◽

Shape Model ◽

Abdominal Aortic

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Automatic Detection of ECG Abnormalities by Using an Ensemble of Deep Residual Networks with Attention

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_11 ◽

2019 ◽

pp. 88-95 ◽

Cited By ~ 1

Author(s):

Yang Liu ◽

Runnan He ◽

Kuanquan Wang ◽

Qince Li ◽

Qiang Sun ◽

...

Keyword(s):

Automatic Detection ◽

Ecg Abnormalities

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Random 2.5D U-net for Fully 3D Segmentation

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_19 ◽

2019 ◽

pp. 158-166

Author(s):

Christoph Angermann ◽

Markus Haltmeier

Keyword(s):

3D Segmentation

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A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_9 ◽

2019 ◽

pp. 72-79

Author(s):

Chunli Wang ◽

Shan Yang ◽

Xun Tang ◽

Bin Li

Keyword(s):

Classification Method ◽

Ecg Arrhythmia Classification ◽

Ecg Arrhythmia

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Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_22 ◽

2019 ◽

pp. 184-192

Author(s):

Shengnan Liu ◽

Denis P. Shamonin ◽

Guillaume Zahnd ◽

A. F. W. van der Steen ◽

Theo van Walsum ◽

...

Keyword(s):

Optical Coherence Tomography ◽

Vessel Wall ◽

Optical Coherence

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Particle Swarm Optimization for Great Enhancement in Semi-supervised Retinal Vessel Segmentation with Generative Adversarial Networks

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science ◽

10.1007/978-3-030-33327-0_14 ◽

2019 ◽

pp. 112-120

Author(s):

Qiang Huo ◽

Geyu Tang ◽

Feng Zhang

Keyword(s):

Particle Swarm Optimization ◽

Particle Swarm ◽

Retinal Vessel ◽

Vessel Segmentation ◽

Generative Adversarial Networks ◽

Swarm Optimization ◽

Adversarial Networks ◽

Retinal Vessel Segmentation

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Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

An Approach to Predict Multiple Cardiac Diseases

An Ensemble Neural Network for Multi-label Classification of Electrocardiogram

Attention-Guided Decoder in Dilated Residual Network for Accurate Aortic Valve Segmentation in 3D CT Scans

LabelECG: A Web-Based Tool for Distributed Electrocardiogram Annotation

Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model

Automatic Detection of ECG Abnormalities by Using an Ensemble of Deep Residual Networks with Attention

Random 2.5D U-net for Fully 3D Segmentation

A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN

Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography

Particle Swarm Optimization for Great Enhancement in Semi-supervised Retinal Vessel Segmentation with Generative Adversarial Networks

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Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer ScienceLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer International Publishing

An Approach to Predict Multiple Cardiac Diseases

An Ensemble Neural Network for Multi-label Classification of Electrocardiogram

Attention-Guided Decoder in Dilated Residual Network for Accurate Aortic Valve Segmentation in 3D CT Scans

LabelECG: A Web-Based Tool for Distributed Electrocardiogram Annotation

Abdominal Aortic Aneurysm Segmentation Using Convolutional Neural Networks Trained with Images Generated with a Synthetic Shape Model

Automatic Detection of ECG Abnormalities by Using an Ensemble of Deep Residual Networks with Attention

Random 2.5D U-net for Fully 3D Segmentation

A 12-Lead ECG Arrhythmia Classification Method Based on 1D Densely Connected CNN

Healthy Vessel Wall Detection Using U-Net in Optical Coherence Tomography

Particle Swarm Optimization for Great Enhancement in Semi-supervised Retinal Vessel Segmentation with Generative Adversarial Networks

Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting - Lecture Notes in Computer Science
Latest Publications