Congestive heart failure waveform classification based on short time-step analysis with recurrent network

Congestive heart failure waveform classification based on short time-step analysis with recurrent network

Congestive heart failure (CHF) is characterized by the heart's inability to pump blood adequately throughout the body without increased intracardiac pressure. Diverse approaches are used to treat CHF. These approaches, which include physical examination, echocardiography, and laboratory testing...

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Bibliographic Details
Main Authors: Annisa Darmawahyuni, Siti Nurmaini, Meiryka Yuwandini, Muhammad Naufal Rachmatullah, Firdaus Firdaus, Bambang Tutuko
Format: Article
Language:English
Published: Elsevier 2020-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Congestive heart failure
Normal sinus rhythm
Recurrent neural networks
Long short-term memory
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914820305918

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http://www.sciencedirect.com/science/article/pii/S2352914820305918

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