Survival Prediction of Glioma Patients from Integrated Radiology and Pathology Images Using Machine Learning Ensemble Regression Methods

Survival Prediction of Glioma Patients from Integrated Radiology and Pathology Images Using Machine Learning Ensemble Regression Methods

Gliomas are tumors of the central nervous system, which usually start within the glial cells of the brain or the spinal cord. These are extremely migratory and diffusive tumors, which quickly expand to the surrounding regions in the brain. There are different grades of gliomas, hinting about their g...

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Bibliographic Details
Main Authors: Faisal Altaf Rathore, Hafiz Saad Khan, Hafiz Mudassar Ali, Marwa Obayya, Saim Rasheed, Lal Hussain, Zaki Hassan Kazmi, Mohamed K. Nour, Abdullah Mohamed, Abdelwahed Motwakel
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
survival prediction
radiology images (rad)
digital pathology images (path)
magnetic resonance imaging (MRI)
whole slide images (WSI)
region of interest (ROI)
Online Access:https://www.mdpi.com/2076-3417/12/20/10357

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https://www.mdpi.com/2076-3417/12/20/10357

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