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Updated: Jan 17, 2026

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
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Beyond protocol standardization: The importance of data curation and software transparency.

Julius Welzel1,2, Nadine Jacobsen3, Helena Cockx4

  • 1Department of Neurology, University Hospital Schleswig-Holstein Campus Kiel and Kiel University, Kiel, Germany.

Journal of Parkinson'S Disease
|September 18, 2025
PubMed
Summary
This summary is machine-generated.

Mancini et al. proposed a Parkinson's disease (PD) gait assessment framework. Further details on data curation and open-source algorithms are needed for improved data sharing and reproducibility in PD research.

Area of Science:

  • Neurology
  • Biomedical Engineering
  • Data Science

Background:

  • Parkinson's disease (PD) research requires standardized gait assessment protocols.
Keywords:
Open ScienceParkinson's diseasemobilitymovement analysiswearable technology

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  • Mancini et al. introduced a framework to harmonize PD gait studies.
  • Current recommendations lack detailed guidance on data curation and software use.