Machine learning decision tree models for multiclass classification of common malignant brain tumors using perfusion and spectroscopy MRI data

BACKGROUND: To investigate the contribution of machine learning decision tree models applied to perfusion and spectroscopy MRI for multiclass classification of lymphomas, glioblastomas, and metastases, and then to bring out the underlying key pathophysiological processes involved in the hierarchizat...

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Detalles Bibliográficos
Autores principales: Vallée, Rodolphe, Vallée, Jean-Noël, Guillevin, Carole, Lallouette, Athéna, Thomas, Clément, Rittano, Guillaume, Wager, Michel, Guillevin, Rémy, Vallée, Alexandre
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Oncology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442801/
https://www.ncbi.nlm.nih.gov/pubmed/37614505
http://dx.doi.org/10.3389/fonc.2023.1089998

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10442801/
https://www.ncbi.nlm.nih.gov/pubmed/37614505
http://dx.doi.org/10.3389/fonc.2023.1089998

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