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Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine

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Bibliographic Details
Main Authors: Jinlei, Liu, Wenchao, Dan, Xudong, Liu
Format: Book
Language:English
Published: Springer 2023
Subjects:
TCM
MOPS
Online Access:https://link.springer.com/article/10.1007/s13755-023-00215-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7664
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spelling oai:localhost:PNK-76642023-04-07T06:47:01Z Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine Jinlei, Liu Wenchao, Dan Xudong, Liu TCM MOPS CC BY Dyslipidemia is a prominent risk factor for cardiovascular diseases and one of the primary independent modifiable factors of diabetes and stroke. Statins can significantly improve the prognosis of dyslipidemia, but its side effects cannot be ignored. Traditional Chinese Medicine (TCM) has been used in clinical practice for more than 2000 years in China and has certain traits in treating dyslipidemia with little side effect. Previous research has shown that Mutual Obstruction of Phlegm and Stasis (MOPS) is the most common dyslipidemia type classified in TCM. However, how to compose diagnostic factors in TCM into diagnostic rules relies heavily on the doctor's experience, falling short in standardization and objectiveness. This is a limit for TCM to play its advantages of treating dyslipidemia with MOPS. 2023-04-07T06:47:01Z 2023-04-07T06:47:01Z 2023 Book https://link.springer.com/article/10.1007/s13755-023-00215-0 https://dlib.phenikaa-uni.edu.vn/handle/PNK/7664 en application/pdf Springer
institution Digital Phenikaa
collection Digital Phenikaa
language English
topic TCM
MOPS
spellingShingle TCM
MOPS
Jinlei, Liu
Wenchao, Dan
Xudong, Liu
Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
description CC BY
format Book
author Jinlei, Liu
Wenchao, Dan
Xudong, Liu
author_facet Jinlei, Liu
Wenchao, Dan
Xudong, Liu
author_sort Jinlei, Liu
title Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
title_short Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
title_full Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
title_fullStr Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
title_full_unstemmed Development and validation of predictive model based on deep learning method for classification of dyslipidemia in Chinese medicine
title_sort development and validation of predictive model based on deep learning method for classification of dyslipidemia in chinese medicine
publisher Springer
publishDate 2023
url https://link.springer.com/article/10.1007/s13755-023-00215-0
https://dlib.phenikaa-uni.edu.vn/handle/PNK/7664
_version_ 1762546698573316096
score 8.887836

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