Liu M, Ye Y, Li H, et al. Automatic and explainable assessment for Parkinson’s disease by video-based human motion understanding. Journal of NeuroEngineering and Rehabilitation. 2026. Original article
This note indexes a cited or audit-added source. It may be an original study, review, guideline, form or methods reference. Treat the specific design and the evidence below as authoritative; a source note is not automatically a primary study.
DOI: 10.1186/s12984-026-01979-8
Bibliographic record from the original reports
Access labels embedded in these original reference strings are historical. Current access and exact checked components are stated separately below.
Liu M, Ye Y, Li H, et al. Automatic and explainable assessment for Parkinson’s disease by video-based human motion understanding. Journal of NeuroEngineering and Rehabilitation. 2026. Original article
Conditions: COND-PD Parkinson’s disease
Scoped audit evidence
These are source- and component-level audit summaries as of 3 October 2026. Access and comparison scope can differ by report; none certifies every result or the underlying raw data.
Parkinson’s disease — transfer
- access status: primary_body
1,731 videos from 112 PD patients, patient-level separation within each scoring item. Arising/posture/global-bradykinesia group has 171 videos, 141 training/30 test. Aggregate category accuracy is not STS-specific accuracy.
Limitations: Only the enumerated transfer-relevant components were adjudicated. Source availability does not imply every statement, supplement, figure or raw datum was checked.
Reports citing this source
- Sit to stand and functional transfer assessment and prognosis in Parkinson’s disease · reference 34 · original reference
Update record
- 2026-10-03: Created from the supplied reports and final scoped audit. New evidence should be appended with source version, access date, exact locator and affected report links.
Updating the wiki · Evidence and status guide