NIMG-09. PREDICTING OVERALL SURVIVAL OF GLIOBLASTOMA PATIENTS ON MULTI-INSTITUTIONAL HISTOPATHOLOGY STAINED SLIDES USING DEEP LEARNING AND POPULATION-BASED NORMALIZATION

MOTIVATION: Glioblastoma is the most common and aggressive adult brain tumor. Clinical histopathologic evaluation is essential for tumor classification, which according to the World Health Organization is associated with prognostic information. Accurate prediction of patient overall survival (OS) fr...

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Bibliografske podrobnosti
izdano v:Neuro Oncol
Main Authors: Hao, Jie, Agraz, Jose, Grenko, Caleb, Park, Ji Won, Viaene, Angela, Nasrallah, Maclean, Kim, Dokyoon, Bakas, Spyridon
Format: Artigo
Jezik:Inglês
Izdano: Oxford University Press 2020
Teme:
Neuroimaging
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7651051/
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1093/neuonc/noaa215.622
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