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Published on: September 12, 2025
Towards the Definition of a Prognostic Model for Mantle Cell Lymphoma
Simone Ferrero1, Riccardo Francia2, Marco Ladetto2
1University of Turin, Turin, Italy.
Abstract:
Mantle cell lymphoma (MCL) has a heterogeneous clinical course, making robust, usable prognostic tools essential for risk-adapted care. In this paper, we worked at the definition of an effective and deployable prognostic model, tailored to a specific MCL population. Our work has taken advantage of AutoML-Med, a framework supporting end-users in the data analysis pipeline. Our experiments have provided promising results, leading to an explainable model that outperformed traditional prognostic indexes, paving the way for future investigations.
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