Research Progress of Intelligent Intervention Modeling for Ankle Injury Rehabilitation and Prevention

Ziyi Liao

2025

Abstract

There are some problems in the traditional rehabilitation methods of ankle injury such as lack of individuation. In this paper, intelligent intervention model is proposed, integrates multi-modal data, and constructs a full-cycle closed-loop management system of "acquisition - analysis - decision - feedback".The data acquisition layer uses wearable sensors and imag-ing technology to obtain ankle kinematic parameters and soft tissue status; the intelligent analysis layer realizes accurate assessment with the help of deep learning algorithms; the dynamic decision-making layer formulates personalized treatment plans according to patients' characteristics; and the feedback implementation layer realizes accurate rehabilitation training with the help of flexible robots, biofeedback systems, and intelligent protective gears. The model shows significant advantages in ankle injury rehabilitation and prevention but still faces challenges such as data fusion.In the future, intelligent intervention models are ex-pected to provide better medical services for patients.

Paper Citation

in Harvard Style

Liao Z. (2025). Research Progress of Intelligent Intervention Modeling for Ankle Injury Rehabilitation and Prevention. In Proceedings of the 1st International Conference on Biomedical Engineering and Food Science - Volume 1: BEFS; ISBN 978-989-758-789-4, SciTePress, pages 391-397. DOI: 10.5220/0014493900004933

in Bibtex Style

@conference{befs25,
author={Ziyi Liao},
title={Research Progress of Intelligent Intervention Modeling for Ankle Injury Rehabilitation and Prevention},
booktitle={Proceedings of the 1st International Conference on Biomedical Engineering and Food Science - Volume 1: BEFS},
year={2025},
pages={391-397},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0014493900004933},
isbn={978-989-758-789-4},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Biomedical Engineering and Food Science - Volume 1: BEFS
TI - Research Progress of Intelligent Intervention Modeling for Ankle Injury Rehabilitation and Prevention
SN - 978-989-758-789-4
AU - Liao Z.
PY - 2025
SP - 391
EP - 397
DO - 10.5220/0014493900004933
PB - SciTePress