Advanced Deep Learning and Machine Learning Techniques for MRI Brain Tumor Analysis: A Review

A brain tumor is the result of abnormal growth of cells in the central nervous system (CNS), widely considered as a complex and diverse clinical entity that is difficult to diagnose and cure. In this study, we focus on current advances in medical imaging, particularly magnetic resonance imaging (MRI...

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Bibliographic Details
Published in:	Sensors (Basel, Switzerland) Vol. 25; no. 9; p. 2746
Main Authors:	Missaoui, Rim, Hechkel, Wided, Saadaoui, Wajdi, Helali, Abdelhamid, Leo, Marco
Format:	Journal Article
Language:	English
Published:	Switzerland MDPI AG 26.04.2025 MDPI
Subjects:	Accuracy Algorithms Artificial intelligence Automation Brain - diagnostic imaging Brain cancer Brain Neoplasms - diagnostic imaging Brain tumors Classification Decision making Deep Learning deep learning (DL) Glioma Humans Machine Learning machine learning (ML) Magnetic resonance imaging magnetic resonance imaging (MRI) Magnetic Resonance Imaging - methods Medical imaging Medical imaging equipment Medical research Medicine, Experimental Metastasis NMR Nuclear magnetic resonance Radiation Radiomics Review Spinal cord Tomography Tumors Switzerland magnetic resonance imaging (MRI) machine learning (ML) brain tumors deep learning (DL)
ISSN:	1424-8220, 1424-8220
Online Access:	Get full text
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