Comparison of Feature Selection Methods and Machine Learning Classifiers for Predicting Chronic Obstructive Pulmonary Disease Using Texture-Based CT Lung Radiomic Features
Kalysta Makimoto, Ryan Au, Amir Moslemi, James C. Hogg, Jean Bourbeau, Wan C. Tan, Miranda Kirby
Topics & Concepts
COPDFeature selectionMedicineReceiver operating characteristicArtificial intelligenceSupport vector machineObstructive lung diseaseFeature (linguistics)Pattern recognition (psychology)RadiologyComputer scienceInternal medicineLinguisticsPhilosophyRadiomics and Machine Learning in Medical ImagingChronic Obstructive Pulmonary Disease (COPD) ResearchLung Cancer Diagnosis and Treatment