An automatic self-initialized clustering method for brain tissue segmentation and pathology detection from magnetic resonance human head scans with graphics processing unit machine.
Kalaiselvi ThiruvenkadamKalaichelvi NagarajanPadmanaban SriramakrishnanPublished in: Concurr. Comput. Pract. Exp. (2021)
Keyphrases
- tissue segmentation
- clustering method
- magnetic resonance
- mr images
- magnetic resonance images
- medical images
- brain tissue
- brain images
- partial volume
- image registration
- brain tumors
- image data
- gray matter
- clustering algorithm
- similarity measure
- mri scans
- soft tissue
- k means
- detection algorithm
- brain mr images
- high dimension
- computer vision
- accurate segmentation
- detection method
- intensity distribution
- mri data
- automatic segmentation
- fully automatic
- medical imaging
- machine learning