# Machine learning classification of early-stage Parkinson’s disease using sit-to-walk biomechanical features

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/machine-learning-classification-of-early-stage-parkinson-s-disease-using-sit-to/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Minsoo Kim,Changhong Youm,Hwayoung Park,Bohyeon Kim,Hyejin Choi,Juseon Hwang,Sang-Myung Cheon |
| Citations | 1 |
| DOI | 10.1038/s41598-026-45122-y |
| Fields | Health Professions,Medicine |
| Open Access | true |
| OA Status | gold |
| OA URL | https://www.nature.com/articles/s41598-026-45122-y_reference.pdf |
| OpenAlex ID | https://openalex.org/W7143395956 |
| PMID | 41912640 |
| Type | article |
| Year | 2026 |

## Paper authors

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

## Paper journal

- [Scientific Reports](https://scholariq.org/journals/scientific-reports/)

## 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/)
- [Parkinson's Disease and Spinal Disorders](https://scholariq.org/topics/parkinson-s-disease-and-spinal-disorders/)
- [Parkinson's Disease Mechanisms and Treatments](https://scholariq.org/topics/parkinson-s-disease-mechanisms-and-treatments/)

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