Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

Brain Tumor Diagnosis Using Machine Learning, Convolutional Neural Networks, Capsule Neural Networks and Vision Transformers, Applied to MRI: A Survey

Management of brain tumors is based on clinical and radiological information with presumed grade dictating treatment. Hence, a non-invasive assessment of tumor grade is of paramount importance to choose the best treatment plan. Convolutional Neural Networks (CNNs) represent one of the effective Deep...

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Bibliographic Details
Main Authors: Andronicus A. Akinyelu, Fulvio Zaccagna, James T. Grist, Mauro Castelli, Leonardo Rundo
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Journal of Imaging
Subjects:
brain cancer
magnetic resonance imaging
machine learning
deep learning
capsule neural networks
vision transformers
Online Access:https://www.mdpi.com/2313-433X/8/8/205

Internet

https://www.mdpi.com/2313-433X/8/8/205

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