Neural Network Approach to Investigating the Importance of Test Items for Predicting Physical Activity in Chronic Obstructive Pulmonary Disease

Neural Network Approach to Investigating the Importance of Test Items for Predicting Physical Activity in Chronic Obstructive Pulmonary Disease

Contracting COPD reduces a patient’s physical activity and restricts everyday activities (physical activity disorder). However, the fundamental cause of physical activity disorder has not been found. In addition, costly and specialized equipment is required to accurately examine the disorder; hence,...

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Bibliographic Details
Main Authors: Yoshiki Nakahara, Shingo Mabu, Tsunahiko Hirano, Yoriyuki Murata, Keiko Doi, Ayumi Fukatsu-Chikumoto, Kazuto Matsunaga
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Journal of Clinical Medicine
Subjects:
COPD
physical activity
prediction
neural network
autoencoder
Online Access:https://www.mdpi.com/2077-0383/12/13/4297

Internet

https://www.mdpi.com/2077-0383/12/13/4297

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