An eXplainable deep learning model for multi-modal MRI grading of IDH-mutant astrocytomas

An eXplainable deep learning model for multi-modal MRI grading of IDH-mutant astrocytomas

IDH-Mutant-astrocytomas are malignant brain glioma tumors. They are graded as lower grade (grades 2 and 3) or higher grade (grade 4) according to their rate of growth and molecular features. Conventional IDH grading requires pathology examination, which is invasive, costly, and time-consuming. Advan...

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Bibliographic Details
Main Authors: Hamail Ayaz, Oladosu Oladimeji, Ian McLoughlin, David Tormey, Thomas C. Booth, Saritha Unnikrishnan
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Results in Engineering
Subjects:
Medical imaging
Artificial intelligence
Brain tumor
eXplainable AI
Glioma
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2590123024016062

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http://www.sciencedirect.com/science/article/pii/S2590123024016062

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