# Early-stage Parkinson's disease classification using biomechanical analysis and machine learning during sit-to-walk task

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/early-stage-parkinson-s-disease-classification-using-biomechanical-analysis-and/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Minsoo Kim,Changhong Youm,Hwayoung Park,Bohyeon Kim,Hyejin Choi,Juseon Hwang,Sang-Myung Cheon |
| Citations | 0 |
| DOI | 10.21203/rs.3.rs-8452340/v1 |
| Fields | Engineering,Health Professions,Medicine |
| Open Access | true |
| OA Status | green |
| OA URL | https://www.researchsquare.com/article/rs-8452340/latest.pdf |
| OpenAlex ID | https://openalex.org/W7125402909 |
| Type | preprint |
| Year | 2026 |

## Paper authors

- [Sang-Myung Cheon](https://scholariq.org/researchers/sang-myung-cheon/)

## Paper journal

- [Research Square](https://scholariq.org/journals/research-square/)

## Paper primary topic

- [Balance, Gait, and Falls Prevention](https://scholariq.org/topics/balance-gait-and-falls-prevention/)

## Paper topics

- [Balance, Gait, and Falls Prevention](https://scholariq.org/topics/balance-gait-and-falls-prevention/)
- [Muscle activation and electromyography studies](https://scholariq.org/topics/muscle-activation-and-electromyography-studies/)
- [Parkinson's Disease Mechanisms and Treatments](https://scholariq.org/topics/parkinson-s-disease-mechanisms-and-treatments/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.