Tracking Therapy Response in Glioblastoma Using 1D Convolutional Neural Networks
Sandra Ortega-Martorell,
Ivan Olier,
Orlando Hernandez
et al.
Abstract:Background: Glioblastoma (GB) is a malignant brain tumour that is challenging to treat, often relapsing even after aggressive therapy. Evaluating therapy response relies on magnetic resonance imaging (MRI) following the Response Assessment in Neuro-Oncology (RANO) criteria. However, early assessment is hindered by phenomena such as pseudoprogression and pseudoresponse. Magnetic resonance spectroscopy (MRS/MRSI) provides metabolomics information but is underutilised due to a lack of familiarity and standardisat… Show more
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