Particle Swarm Optimized Gaussian Process Classifier for Treatment Discontinuation Prediction in Multicohort Metastatic Castration-Resistant Prostate Cancer Patients.
Olutomilayo Olayemi PetinrinXiangtao LiKa-Chun WongPublished in: IEEE J. Biomed. Health Informatics (2022)
Keyphrases
- cancer patients
- gaussian process
- particle swarm
- prostate cancer
- gaussian process models
- breast cancer
- treatment plan
- radiation therapy
- gaussian processes
- particle swarm optimization
- optimization method
- particle swarm optimization algorithm
- swarm intelligence
- clinical data
- regression model
- multi objective
- treatment planning
- model selection
- hyperparameters
- computer aided
- differential evolution
- evolutionary algorithm
- optimization methods
- bayesian framework
- latent variables
- image guided
- support vector
- clinical trials
- learning algorithm
- feature selection
- decision trees
- training data
- fitness function
- genetic algorithm
- feature space
- semi supervised
- pso algorithm
- mr images
- deformable registration
- medical image analysis
- machine learning
- data mining
- patient specific
- artificial neural networks
- pairwise
- logistic regression
- random sampling
- training set