Several factors contribute to data fragmentation in cancer research:
Variety of Data Sources: Data is collected from multiple sources, including clinical trials, genomic studies, and patient records, each with its own data structure and standards. Lack of Standardization: Different research institutions may use varied protocols for data collection and reporting, making it challenging to integrate data. Data Privacy Concerns:Privacy regulations such as HIPAA can restrict data sharing, leading to isolated data silos. Technological Barriers: Older technology systems may not support modern data integration techniques, leading to fragmented datasets.
