1253-APOLLO11: AI Framework for Precision Lung Oncology
The APOLLO11 consortium is a nationwide Italian network established to advance precision oncology for lung cancer patients through a data-driven research paradigm. By integrating real-world data, medical imaging, and multi-omic biological samples, the project overcomes the limitations of traditional hypothesis-driven studies. The infrastructure utilizes artificial intelligence and federated learning to develop predictive algorithms that help clinicians tailor treatments to individual patients while ensuring data privacy. This decentralized model connects major research "hubs" with smaller…
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