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Predicting Overall Survival of Glioblastoma Patients Using Deep Learning Classification Based on MRIs.
Katharina Ott
Santiago Cepeda
Dennis Hartmann
Frank Kramer
Dominik Müller
Published in:
Studies in health technology and informatics (2024)
Automated analysis of MRI scans using deep learning-based image classification has the potential to enable accurate OS prediction in glioblastomas.
Keyphrases
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deep learning
artificial intelligence
convolutional neural network
machine learning
end stage renal disease
chronic kidney disease
newly diagnosed
ejection fraction
contrast enhanced
prognostic factors
high resolution
magnetic resonance
risk assessment
climate change