Balancing ethical data sharing and open science for reproducible research in biomedical data science.
review · Level V
Where this comes from
- Record sourced from PubMed, PMID 40239625.
- Also identified by DOI 10.1016/j.xcrm.2025.102080 and PMC identifier 12047515.
- Licence recorded as CC BY.
- The licence permits redistribution, so the abstract is shown in full and the full text is available from the publisher.
Abstract
Analyses of large-scale health data in biomedical data science can help uncover new treatments and deepen our understanding of disease and fundamental biology. Here we examine the balance between ethical and responsible data sharing and open science practices that are essential for reproducible research in biomedical data science.
Medical subject headings
- Information Dissemination
- Biomedical Research
- Data Science