INGENIO is a precision medicine research project focused on collecting and harmonizing cancer data from multiple institutions through a common REDCap-based Electronic Data Capture (EDC) system. To ensure data validity and standardization, a real-world data quality assessment methodology based on the i~HD framework was implemented. Evaluation of 317 cases manually entered at Hospital Universitario 12 de Octubre between December 2022 and October 2024 showed high data quality, with approximately 95% completeness and 100% consistency, demonstrating that the EDC model was effectively designed and validated according to international standards.

Rubio-Mayo, P., Declerck, J., Hernández-Sánchez, J., Martínez-Uña, M., Paz-Ares-Rodríguez, L., Pedrera-Jiménez, M., Hernando-Pérez, M. E., García-Barrio, N., & Cruz-Bermúdez, J. L. (2025). INGENIO-DQ: Data Quality Assessment for a Precision Medicine Data Model Using an International Common Framework. Studies in health technology and informatics, 327, 733–737.