Correlation enhanced distribution adaptation for prediction of fall risk

Correlation enhanced distribution adaptation for prediction of fall risk

Abstract With technological advancements in diagnostic imaging, smart sensing, and wearables, a multitude of heterogeneous sources or modalities are available to proactively monitor the health of the elderly. Due to the increasing risks of falls among older adults, an early diagnosis tool is crucial...

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Bibliographic Details
Main Authors: Ziqi Guo, Teresa Wu, Thurmon E. Lockhart, Rahul Soangra, Hyunsoo Yoon
Format: Article
Language:English
Published: Nature Portfolio 2024-02-01
Series:Scientific Reports
Subjects:
Unsupervised domain adaptation
Machine learning
Classification
Fall risk
Online Access:https://doi.org/10.1038/s41598-024-54053-5

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