SurvNet: A low-complexity convolutional neural network for survival time classification of patients with glioblastoma

Background and objective: Malignant primary brain tumors cause the greatest number of years of life lost than any other cancer. Grade 4 glioma is particularly devastating: The median survival without any treatment is less than six months and with standard-of-care treatment is only 14.6 months. Accur...

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Bibliographic Details

Published in:	Heliyon
Main Authors:	Qiyuan Lyu, Mario Parreno-Centeno, João Paulo Papa, Esin Öztürk-Isik, Thomas C. Booth, Fumie Costen
Format:	Article
Language:	English
Published:	Elsevier 2024-06-01
Subjects:	Brain tumor glioma glioblastoma Overall survival classification deep learning Magnetic resonance imaging convolutional neural network
Online Access:	http://www.sciencedirect.com/science/article/pii/S2405844024089011