Domain Mapping and Deep Learning from Multiple MRI Clinical Datasets for Prediction of Molecular Subtypes in Low Grade Gliomas

Brain tumors, such as low grade gliomas (LGG), are molecularly classified which require the surgical collection of tissue samples. The pre-surgical or non-operative identification of LGG molecular type could improve patient counseling and treatment decisions. However, radiographic approaches to LGG...

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Veröffentlicht in:	Brain sciences 2020-07, Vol.10 (7), p.1
Hauptverfasser:	Ali, Muhaddisa Barat, Gu, Irene Yu-Hua, Berger, Mitchel S, Pallud, Johan, Southwell, Derek, Widhalm, Georg, Roux, Alexandre, Vecchio, Tomas Gomez, Jakola, Asgeir Store
Format:	Artikel
Sprache:	eng
Schlagworte:	Brain tumors Diagnosis Gliomas Health aspects Machine learning Magnetic resonance imaging Methods Technology application
Online-Zugang:	Volltext
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