COVID-CCD-Net: COVID-19 and colon cancer diagnosis system with optimized CNN hyperparameters using gradient-based optimizer.
Soner KizilolukEser SertPublished in: Medical Biol. Eng. Comput. (2022)
Keyphrases
- cancer diagnosis
- hyperparameters
- model selection
- cross validation
- closed form
- bayesian inference
- random sampling
- bayesian framework
- em algorithm
- support vector
- maximum likelihood
- noise level
- prior information
- sample size
- lung cancer
- incremental learning
- maximum a posteriori
- gene selection
- gene expression data
- microarray
- cancer classification
- data preprocessing
- incomplete data
- gene expression profiles
- missing values
- parameter settings
- parameter space
- image reconstruction
- high resolution
- generative model
- noisy images
- support vector machine
- expectation maximization
- prior knowledge