Despite its benefits, data sharing faces several challenges. Privacy concerns are paramount, as patient data must be anonymized to protect confidentiality. There's also the issue of data standardization, as different studies may use varied methodologies. Additionally, there are technical challenges related to data storage and transfer, and legal barriers including intellectual property rights and data ownership.