Classification of Parkinson’s disease using a region-of-interest- and resting-state functional magnetic resonance imaging-based radiomics approach
Dafa Shi, Xiang Yao, Yanfei Li, Haoran Zhang, Guangsong Wang, Siyuan Wang, Ke Ren
Topics & Concepts
Artificial intelligenceDiscriminative modelSupport vector machinePattern recognition (psychology)Parkinson's diseaseCross-validationComputer scienceMagnetic resonance imagingClassifier (UML)Feature selectionMachine learningMedicineDiseasePathologyRadiologyRadiomics and Machine Learning in Medical ImagingAdvanced MRI Techniques and ApplicationsMachine Learning in Materials Science