While combining data offers many benefits, it also presents several challenges:
Data Privacy: Ensuring patient confidentiality and compliance with regulations like HIPAA. Data Standardization: Harmonizing data from different sources that may use varying formats and terminologies. Data Quality: Maintaining high data quality, given the potential for errors and inconsistencies. Computational Resources: Managing the large volumes of data and the computational power required for analysis.
