Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting
First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
Editors: Liao, H., Balocco, S., Wang, G., Zhang, F., Liu, Y., Ding, Z., Duong, L., Phellan, R., Zahnd, G., Breininger, K., Albarqouni, S., Moriconi, S., Lee, S.-L., Demirci, S. (Eds.)
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- About this book
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This book constitutes the refereed proceedings of the First International Workshop on Machine Learning and Medical Engineering for Cardiovasvular Healthcare, MLMECH 2019, and the International Joint Workshops on Computing and Visualization for Intravascular Imaging and Computer Assisted Stenting, CVII-STENT 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.
For MLMECH 2019, 16 papers were accepted for publication from a total of 21 submissions. They focus on machine learning techniques and analyzing of ECG data in the diagnosis of heart diseases.
CVII-STENT 2019 accepted all 8 submissiones for publication. They contain technological and scientific research concerning endovascular procedures.
- Table of contents (24 chapters)
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Arrhythmia Classification with Attention-Based Res-BiLSTM-Net
Pages 3-10
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A Multi-label Learning Method to Detect Arrhythmia Based on 12-Lead ECGs
Pages 11-19
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An Ensemble Neural Network for Multi-label Classification of Electrocardiogram
Pages 20-27
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Automatic Diagnosis with 12-Lead ECG Signals
Pages 28-35
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Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional Neural Networks
Pages 36-44
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Table of contents (24 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Computer Assisted Stenting
- Book Subtitle
- First International Workshop, MLMECH 2019, and 8th Joint International Workshop, CVII-STENT 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13, 2019, Proceedings
- Editors
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- Hongen Liao
- Simone Balocco
- Guijin Wang
- Feng Zhang
- Yongpan Liu
- Zijian Ding
- Luc Duong
- Renzo Phellan
- Guillaume Zahnd
- Katharina Breininger
- Shadi Albarqouni
- Stefano Moriconi
- Su-Lin Lee
- Stefanie Demirci
- Series Title
- Image Processing, Computer Vision, Pattern Recognition, and Graphics
- Series Volume
- 11794
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-33327-0
- DOI
- 10.1007/978-3-030-33327-0
- Softcover ISBN
- 978-3-030-33326-3
- Edition Number
- 1
- Number of Pages
- XVII, 212
- Number of Illustrations
- 15 b/w illustrations, 68 illustrations in colour
- Topics
