Gaussian Mixture Model - Expectation Maximization Algorithm for Brain Images

• Published in: 2021 2nd International Conference on Artificial Intelligence and Data Sciences (AiDAS) pp. 1 - 5
• Main Authors: Binti Kasim, Fatin Amelia, Pheng, Hang See, Binti Nordin, Syarifah Zyurina, Haur, Ong Kok
• Format: Conference Proceeding
• Language: English
• Published: IEEE 08.09.2021
• Subjects: Expectation-Maximization Algorithm: Brain segmentation; Gaussian distribution; Gaussian Mixture Model; Grey matter; Image segmentation; Indexes; Magnetic resonance imaging; Prediction algorithms; Solid modeling

Segmentation of human brain can be performed with the aid of mathematical algorithm as well as computer-based system to assist radiologists and medical related profession to monitor the condition of one's brain comprehensively. Due to the complex structure of the human brain, one cannot simply...