Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities

Purpose: Glioblastoma, the most common and aggressive adult brain tumor, is considered noncurative at diagnosis, with 14 to 16 months median survival following treatment. There is increasing evidence that noninvasive integrative analysis of radiomic features can predict overall and progression-free...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:J Med Imaging (Bellingham)
Main Authors: Bakas, Spyridon, Shukla, Gaurav, Akbari, Hamed, Erus, Guray, Sotiras, Aristeidis, Rathore, Saima, Sako, Chiharu, Min Ha, Sung, Rozycki, Martin, Shinohara, Russell T., Bilello, Michel, Davatzikos, Christos
Format: Artigo
Jezik:Inglês
Izdano: Society of Photo-Optical Instrumentation Engineers 2020
Teme:
Special Section on Interventional and Surgical Data Science
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7282509/
https://ncbi.nlm.nih.gov/pubmed/32566694
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.7.3.031505
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