What challenges exist in cancer data and code sharing?
Despite the benefits, several challenges hinder cancer data and code sharing. These include data standardization, as heterogeneous data formats make it difficult to integrate datasets from different sources. Moreover, intellectual property concerns and lack of incentives for researchers to share their data and code can also impede collaboration. Addressing these challenges requires a concerted effort from the scientific community to establish standardized protocols and policies that encourage open science practices.
