Automated classification of types of brain tumor in T1-weighted MR images: a thorough comparative study

• Main Authors: Lim, Jia Qi, Alias, Norma, Johar, Farhana
• Format: Conference or Workshop Item
• Language: English
• Published: 2020
• Subjects: Q Science (General)
• Online Access: http://eprints.utm.my/id/eprint/89883/1/LimJiaQi2020_AutomatedClassificationofTypesofBrainTumor.pdf; http://eprints.utm.my/id/eprint/89883/; http://dx.doi.org/10.1063/5.0018056

Undoubtedly, early detection and characterization of brain tumor is critical in clinical practices. Automated diagnosis using neuroimaging tool like MRI guided by machine learning approaches has been the focus of numerous researches. In this study, various feature extraction, dimensionality reductio...