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Titlebook: Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Com; First International Hongen Liao,Simo

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發(fā)表于 2025-3-21 19:38:28 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Com
副標(biāo)題First International
編輯Hongen Liao,Simone Balocco,Stefanie Demirci
視頻videohttp://file.papertrans.cn/621/620563/620563.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Machine Learning and Medical Engineering for Cardiovascular Health and Intravascular Imaging and Com; First International  Hongen Liao,Simo
描述.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.?.
出版日期Conference proceedings 2019
關(guān)鍵詞artificial intelligence; classification; competition; image analysis; image segmentation; neural networks
版次1
doihttps://doi.org/10.1007/978-3-030-33327-0
isbn_softcover978-3-030-33326-3
isbn_ebook978-3-030-33327-0Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer Nature Switzerland AG 2019
The information of publication is updating

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een ontwijkende persoonlijkheidsstoornis valt in de eerste plaats de sociale fobie op; zo iemand is buitensporig verlegen. Maar het gaat verder. We hebben te maken met iemand die zich eigenlijk nergens en nooit echt op zijn gemak voelt. De gevolgen op de lange duur zijn verstrekkend: er bestaat een
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Chengbin Huang,Renjie Zhao,Weiting Chen,Huazheng Likende persoonlijkheidsstoornis valt in de eerste plaats de sociale fobie op; zo iemand is buitensporig verlegen. Maar het gaat verder. We hebben te maken met iemand die zich eigenlijk nergens en nooit echt op zijn gemak voelt. De gevolgen op de lange duur zijn verstrekkend: er bestaat een groot risi
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Arrhythmia Classification with Attention-Based Res-BiLSTM-Netmanual diagnosis for cardiac arrhythmias is tedious and error-prone through ECG signals. In this work, we propose an end-to-end deep neural network called attention-based Res-BiLSTM-Net for automatic diagnosis of cardiac arrhythmias. Our model is capable of classifying ECG signals with different len
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An Ensemble Neural Network for Multi-label Classification of Electrocardiogram in clinical scenarios. In this paper, we propose an ensemble neural network to address the multi-label classification of 12-lead ECG. The proposed network contains two modules, which treat the multi-label task from two different perspectives. The first module deals with the task in a sequence-gener
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Diagnosing Cardiac Abnormalities from 12-Lead Electrocardiograms Using Enhanced Deep Convolutional NECGs) using the dataset of 14000 ECGs. Instead of straightforwardly applying an end-to-end deep learning approach, we find that deep convolutional neural networks enhanced with sophisticated hand crafted features show advantages in reducing generalization errors. Additionally, data preprocessing and
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Multi-label Classification of Abnormalities in 12-Lead ECG Using 1D CNN and LSTMories (1 normal, 8 abnormal). The only preprocessing techniques we used are the baseline drift removal based on median filtering and signal segmentation. Then an 18-layer deep 1D CNN consisting of residual blocks and skip architectures that is followed by a bi-directional LSTM layer was developed. D
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