Ricercatrice oncologica (Prof. Armando Santoro coordinatore scientifico)
📍 Humanitas Research Hospital, Milano
Grant received: €3.000Sviluppo di modelli di intelligenza artificiale (GANs) per migliorare l'imaging diagnostico nel tumore al polmone, con focus su predizione precoce e stratificazione del rischio. Progetto coordinato dal Prof. Armando Santoro presso Humanitas.
• To generate adequate synthetic data from a real-world cohort of well-annotated consecutive LC patients using GANs and other generative models • To validate the synthetic data generated with a validation framework in terms of statistical fidelity, clinical utility and privacy preservability.
We expect to generate high-fidelity synthetic datasets that reliably reproduce the statistical distribution and clinical complexity of real-world NSCLC cohorts. Validated through the SAFE and MOSAIC frameworks, the models will demonstrate improved ability to predict outcomes in first-line immunother…
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