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Ugo De Giorgi

2 papers indexed

crossrefFrontiers in Neurology2026-07-10

Machine and deep learning based on magnetic resonance imaging to segment glioblastoma and predict the spread of recurrence: a multicenter retrospective protocol

Luana Conte, Erica Lo Turco, Rosaria V. Abbritti, Caterina Accettura, Giuseppe Raso, Edvige Iaboni, et al.

Background Glioblastoma (GB) remains one of the most aggressive brain tumors, with limited survival and high recurrence rates. In most cases, GB recurrence occurs locally, either on the residual tumor after surgery or within 2 cm of the resection cavity—but in rarer cases, tumor…

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crossrefnpj Precision Oncology2026-07-02

Explainable machine learning to predict immunotherapy outcomes in metastatic renal cell carcinoma - Meet-URO 15-AI study

Sara Elena Rebuzzi, Vanja Miskovic, Giuseppe Fornarini, Sara Ferri, Sebastiano Buti, Matteo Piceni, et al.

Abstract Metastatic renal cell carcinoma remains clinically challenging because of heterogeneous outcomes and limited predictive biomarkers for immunotherapy. We performed an explainable machine learning analysis using data from the multicenter retrospective Meet-URO 15 study, in…

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