Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine

Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine

Abstract Addressing the current complexities, costs, and adherence issues in the detection of forward head posture (FHP), our study conducted an exhaustive epidemiologic investigation, incorporating a comprehensive posture screening process for each participant in China. This research introduces an...

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Bibliographic Details
Main Authors: Guang Yang, Shichun He, Deyu Meng, Meiqi Wei, Jianwei Cao, Hongzhi Guo, He Ren, Ziheng Wang
Format: Article
Language:English
Published: BMC 2023-09-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Forward head posture
Non-contact detection
Feature engineering
Machine learning
Online Access:https://doi.org/10.1186/s12911-023-02285-2

Internet

https://doi.org/10.1186/s12911-023-02285-2

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