What Are the Challenges of Open Data in Histology?
While open data offers many benefits, it also presents challenges:
Data Privacy: Ensuring patient confidentiality and compliance with regulations such as GDPR can be complex. Data Quality: Variability in data quality and annotation standards can hinder the usability of open data. Technical Barriers: The large size of histological image files and the need for specialized software can pose technical challenges. Funding and Resources: Maintaining and curating open data repositories require sustained funding and resources.
