Machine learning and glioma imaging biomarkers

To review how machine learning (ML) is applied to imaging biomarkers in neuro-oncology, in particular for diagnosis, prognosis, and treatment response monitoring. The PubMed and MEDLINE databases were searched for articles published before September 2018 using relevant search terms. The search strat...

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Bibliographic Details
Published in:Clinical radiology 2020-01, Vol.75 (1), p.20-32
Main Authors: Booth, T.C., Williams, M., Luis, A., Cardoso, J., Ashkan, K., Shuaib, H.
Format: Article
Language:English
Subjects:
Biomarkers
Brain Neoplasms - diagnostic imaging
Brain Neoplasms - pathology
Brain Neoplasms - therapy
Glioma - diagnostic imaging
Glioma - pathology
Glioma - therapy
Humans
Image Interpretation, Computer-Assisted
Machine Learning
Magnetic Resonance Imaging - methods
Neoplasm Grading
Prognosis
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