COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, vol.201, 2021 (SCI-Expanded)
Article / Article
COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
Science Citation Index Expanded (SCI-EXPANDED), Scopus, Academic Search Premier, PASCAL, Applied Science & Technology Source, BIOSIS, Biotechnology Research Abstracts, Compendex, Computer & Applied Sciences, EMBASE, INSPEC, MEDLINE
Brain image classification, Clustering, Image processing, Machine learning, Mutual information (MI), Singular value decomposition (SVD), Artificial neural network (ANN), Support vector machine (SVM)
Yıldız Technical University Affiliated:
Background and objective: The manual segmentation, identification, and classification of brain tumor using magnetic resonance (MR) images are essential for making a correct diagnosis. It is, however, an exhausting and time consuming task performed by clinical experts and the accuracy of the results is subject to their point of view. Computer aided technology has therefore been developed to computerize these procedures.