CARE-PD: 3D Mesh Gait Data for Parkinson's Disease from 8 Clinical Sites

362 participants across 9 cohorts from 8 clinical sites comprise the largest publicly available archive of 3D mesh gait data for Parkinson's Disease. The dataset was aggregated by the project team and is hosted on Hugging Face by the user 'vida-adl'. The dataset page was last updated on 2026-04-26.

Use Cases

• Developing diagnostic models for Parkinson's Disease based on 3D gait patterns.
• Training models to quantify disease progression from multisite 3D mesh data.
• Benchmarking gait analysis algorithms on a large, standardized clinical dataset.
• Studying inter-site variability in movement data collection and its impact on model generalization.

Strengths

• Contains data from 362 participants, described as the largest public archive for this domain.
• Aggregates data from 8 clinical sites, suggesting potential for studying multi-site generalization.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count and file formats are unknown, which may limit suitability assessment.
• Data may reflect geographic or clinical bias inherent to the specific 8 contributing sites.

Provenance

Source

Aggregated from 9 cohorts across 8 clinical sites.

Collection Method

Clinical data collection, likely involving 3D motion capture.

Time Range

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Freshness

Last updated 2026-04-26 22:28:12; freshness should be verified.

Geography

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