Towards an early diagnosis of Alzheimer disease: a precise and parallel image segmentation approach via derived hybrid cross entropy thresholding method.
Soha RawasAli El-ZaartPublished in: Multim. Tools Appl. (2022)
Keyphrases
- early diagnosis
- cross entropy
- thresholding method
- image segmentation
- computer aided diagnosis
- global thresholding
- gray level
- computer aided
- early stage
- early detection
- medical imaging
- maximum likelihood
- log likelihood
- image analysis
- motion detection
- prostate cancer
- cardiovascular disease
- evaluation metrics
- computer vision
- neural network
- image processing
- ranking functions
- markov random field
- active contours
- medical images
- skin lesion
- breast cancer
- liver disease
- lung cancer
- energy function
- parameter estimation
- graph cuts
- expectation maximization
- information extraction
- genetic algorithm