Multivariate Time-Series Cluster Analysis for Multiple Functional Domains to Identify Recovery Patterns of Patients With Fragility Hip Fracture After Surgery

Multivariate Time-Series Cluster Analysis for Multiple Functional Domains to Identify Recovery Patterns of Patients With Fragility Hip Fracture After Surgery

Patients who have undergone hip fracture surgery have the primary goal of recovering their premorbid level of function across diverse functional domains, including walking ability, balance, cognitive function, emotional well-being, frailty, and activities of daily living. As the speed and level of r...

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Bibliographic Details
Main Authors: Chanyoung Park, Hongbum Kim, Jungwon Suh, Jinhee Ko, Jun Hwan Choi, Sang Yoon Lee, Jaewon Beom, Jae-Young Lim, Bo Ryun Kim, Hyo Kyung Lee
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Machine learning
patient rehabilitation
pattern clustering
time series analysis
Online Access:https://ieeexplore.ieee.org/document/10486891/

Internet

https://ieeexplore.ieee.org/document/10486891/

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