PCa-Clf: A Classifier of Prostate Cancer Patients into Patients with Indolent and Aggressive Tumors Using Machine Learning.
Yashwanth Karthik Kumar MamidiTarun Karthik Kumar MamidiMd Wasi Ul KabirJiande WuMd. Tamjidul HoqueChindo HicksPublished in: Mach. Learn. Knowl. Extr. (2023)
Keyphrases
- cancer patients
- prostate cancer
- machine learning
- treatment plan
- principal component analysis
- radiation therapy
- support vector machine
- clinical data
- decision trees
- lymph nodes
- feature space
- feature selection
- breast cancer patients
- clinical trials
- breast cancer
- training data
- treatment planning
- computer aided
- image guided
- deformable registration
- support vector
- mr images
- machine learning methods
- automatic segmentation
- feature extraction
- dimensionality reduction
- ct images
- training set
- data mining
- high dimensional
- active learning
- feature ranking
- knowledge discovery
- knowledge acquisition
- text classification
- medical images
- feature set
- lung cancer
- medical image analysis
- brain tumors
- naive bayes
- classification accuracy