Article
Detection of Isocitrate Dehydrogenase Mutated Glioblastomas Through Anomaly Detection Analytics.
Neurosurgery - 15 Jul 2021
Taha Birra, Li Taihui, Boley Daniel, Chen Clark C, Sun Ju
Abstract excerpt
BACKGROUND: The rarity of Isocitrate Dehydrogenase mutated (mIDH) glioblastomas relative to wild-type IDH glioblastomas, as well as their distinct tumor physiology, effectively render them "outliers". Specialized tools are needed to identify these outliers. OBJECTIVE: To carefully craft and apply anomaly detection methods to identify mIDH glioblastoma based on radiomic features derived from magnetic resonance...
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