Tracking Therapy Response in Glioblastoma Using 1D Convolutional Neural Networks.

Sandra Ortega-Martorell,Ivan Olier, Orlando Hernandez, Paula D Restrepo-Galvis,Ryan A A Bellfield,Ana Paula Candiota

Cancers（2023）

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摘要

The proposed methodology may provide new and better opportunities for therapy response assessment, potentially providing earlier hints of tumour relapsing stages.

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关键词

therapy response, glioblastoma, temozolomide, preclinical models, magnetic resonance spectroscopy, class activation mapping, Grad-CAM, convolutional neural networks, deep learning

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