Non-invasive identification of mesenchymal glioblastoma using quantitative radiomic features from advanced diffusion MRI: a preclinical-to-clinical transfer learning strategy.
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| Title: | Non-invasive identification of mesenchymal glioblastoma using quantitative radiomic features from advanced diffusion MRI: a preclinical-to-clinical transfer learning strategy. |
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| Authors: | Gallotti AL; Neural Stem Cell Biology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neurosurgery and Gamma Knife Radiosurgery Department, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy., Pecco N; Vita-Salute San Raffaele University, Milan, Italy.; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Pieri V; Neural Stem Cell Biology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Cominelli M; Pathology Unit, Molecular and Translational Medicine Department, University of Brescia, Brescia, Italy., Brugnara G; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Altabella L; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Pagano I; Neural Stem Cell Biology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy., Callea M; Pathology Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy., Fodor A; Radiotherapy Unit, IRCCS San Raffaele Scientific Institute, Milan, Italy., Gagliardi F; Neurosurgery and Gamma Knife Radiosurgery Department, IRCCS San Raffaele Scientific Institute, Milan, Italy., Mortini P; Neurosurgery and Gamma Knife Radiosurgery Department, IRCCS San Raffaele Scientific Institute, Milan, Italy.; Vita-Salute San Raffaele University, Milan, Italy., Poliani PL; Pathology Unit, Molecular and Translational Medicine Department, University of Brescia, Brescia, Italy., Falini A; Vita-Salute San Raffaele University, Milan, Italy.; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Castellano A; Vita-Salute San Raffaele University, Milan, Italy.; Neuroradiology Unit and CERMAC, IRCCS San Raffaele Scientific Institute, Milan, Italy., Galli R; Neural Stem Cell Biology Unit, Division of Neuroscience, IRCCS San Raffaele Scientific Institute, Milan, Italy. galli.rossella@hsr.it. |
| Source: | European radiology experimental [Eur Radiol Exp] 2025 Nov 14; Vol. 9 (1), pp. 111. Date of Electronic Publication: 2025 Nov 14. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: SpringerOpen Country of Publication: England NLM ID: 101721752 Publication Model: Electronic Cited Medium: Internet ISSN: 2509-9280 (Electronic) Linking ISSN: 25099280 NLM ISO Abbreviation: Eur Radiol Exp Subsets: MEDLINE |
| Database: | MEDLINE Ultimate |
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| ISSN: | 2509-9280 |
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| DOI: | 10.1186/s41747-025-00652-4 |
