Development of a Spinal Deformity Motion Correction Testing System

In response to the global concern over adolescent spinal deformity, this study develops an intelligent spinal deformity motion correction testing system. Integrating AI and spinal health screening technology, the system comprises three key modules: model training, posture analysis, and intervention planning. By capturing and analyzing numerous human images via machine learning algorithms, the system accurately identifies skeletal landmarks and assesses spinal posture for early deformity detection. Furthermore, it can generate personalized exercise correction programs. This innovation aims to offer an efficient, precise, cost-effective, and non-invasive tool for adolescent spinal health management, thereby advancing the field of spinal health.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-05-17
DOI
https://doi.org/10.5281/zenodo.15447620
Primary Topic
Hemiptera Insect Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Development of a Spinal Deformity Motion Correction Testing System

Zenodo (CERN European Organization for Nuclear Research)
Hemiptera Insect Studies
article

Development of a Spinal Deformity Motion Correction Testing System

article en

Abstract

In response to the global concern over adolescent spinal deformity, this study develops an intelligent spinal deformity motion correction testing system. Integrating AI and spinal health screening technology, the system comprises three key modules: model training, posture analysis, and intervention planning. By capturing and analyzing numerous human images via machine learning algorithms, the system accurately identifies skeletal landmarks and assesses spinal posture for early deformity detection. Furthermore, it can generate personalized exercise correction programs. This innovation aims to offer an efficient, precise, cost-effective, and non-invasive tool for adolescent spinal health management, thereby advancing the field of spinal health.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 54%
Hemiptera Insect Studies
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Development of a Spinal Deformity Motion Correction Testing System · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS