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Prognostic models based on imaging findings in glioblastoma: Human versus Machine

Many studies have built machine-learning (ML)-based prognostic models for glioblastoma (GBM) based on radiological features. We wished to compare the predictive performance of these methods to human knowledge-based approaches. 404 GBM patients were included (311 discovery and 93 validation). 16 morp...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Sci Rep
Hauptverfasser: Molina-García, David, Vera-Ramírez, Luis, Pérez-Beteta, Julián, Arana, Estanislao, Pérez-García, Víctor M.
Format: Artigo
Sprache:Inglês
Veröffentlicht: Nature Publishing Group UK 2019
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC6461644/
https://ncbi.nlm.nih.gov/pubmed/30979965
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41598-019-42326-3
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