Public data homogenization for AI model development in breast cancer
Developing reliable AI models for clinical applications, especially in breast cancer, requires access to both clinical and imaging data. While The Cancer Imaging Archive (TCIA) offers a large collection of publicly available medical images and clinical data, these existing datasets are often too heterogeneous for direct use in AI model development. This study aimed to harmonize these datasets to create