Data preparation in cancer research comes with several challenges, including:
Data Heterogeneity: Combining data from diverse sources with different formats and structures. Volume: Managing and processing vast amounts of data efficiently. Privacy and Security: Ensuring patient data is protected and compliant with regulations like HIPAA. Complexity: Handling complex data types such as genomic sequences and imaging data.
