A Fully-Automatic Multiparametric Radiomics Model: Towards Reproducible and Prognostic Imaging Signature for Prediction of Overall Survival in Glioblastoma Multiforme

In fully-automatic radiomics model for predicting overall survival (OS) of glioblastoma multiforme (GBM) patients, the effect of image standardization parameters such as voxel size, quantization method and gray level on model reproducibility and prognostic performance are still unclear. In this stud...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Scientific reports 2017-10, Vol.7 (1), p.14331-9, Article 14331
Hauptverfasser:	Li, Qihua, Bai, Hongmin, Chen, Yinsheng, Sun, Qiuchang, Liu, Lei, Zhou, Sijie, Wang, Guoliang, Liang, Chaofeng, Li, Zhi-Cheng
Format:	Artikel
Sprache:	eng
Schlagworte:	59/57 631/114/1564 639/166/985 Adolescent Adult Aged Aged, 80 and over Brain cancer Child Diagnostic Imaging - methods Female Glioblastoma Glioblastoma - diagnosis Glioblastoma - mortality Humanities and Social Sciences Humans Magnetic Resonance Imaging Male Medical prognosis Middle Aged Models, Statistical multidisciplinary Nomograms Prognosis Radiomics Reproducibility of Results Risk groups Science Science (multidisciplinary) Standardization Survival Survival Analysis Young Adult
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!