Related Experiment Video
Updated: Jan 17, 2026

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering
Published on: November 22, 2019
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.
Abstract:
Mancini et al.'s framework for gait assessment in Parkinson's disease (PD) is a valuable contribution, enabling a harmonization of study protocols in this research field and, consequently, a substantial improvement of data interpretation across different cohorts. However, we believe that recommendations concerning data curation and software use should be provided in more detail. To ensure data interoperability and facilitate robust data aggregation from such protocols, appropriate and harmonized data formatting and metadata standards are necessary. We further advocate for the open sharing of gait analysis algorithms, to enhance reproducibility and foster collaborative development.
More Related Videos
Related Concept Videos
Legal Guidelines for Documentation
Ethical Standards I
The Code of Ethics provisions outline the nurse's duty to the patient, the healthcare team, the profession, and society. The Code's fundamental principles include advocacy,...
Methods of Documentation I: Source-Oriented Records
In an SOR, each discipline involved in patient care maintains a separate medical record section. This record-keeping method enables easy tracking of patient progress and ensures healthcare staff have access to up-to-date information.
Key Attributes include the following:
Censoring Survival Data
Principles of Disease Surveillance
Data Reporting and Recording

