Migraine aura discrimination using machine learning: an fMRI study during ictal and interictal periods - Fernandes, Orlando; Ramos, Lucas Rego; Acchar, Mariana Calixto; Sanchez, Tiago Arruda (Medical & biological engineering & computing, 2024)
Keywords: Activation analysis; Activity patterns; Adult; Algorithms; Biomedical and Life Sciences; Biomedical Engineering and Bioengineering; Biomedicine; brain; Brain - diagnostic imaging; Brain - physiopathology; Brain Mapping - methods; Computer Applications; Embedding; Female; Functional magnetic resonance imaging; Gaussian process; Headache; Human Physiology; Humans; Imaging; Information processing; Learning algorithms; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; magnetism; Male; Migraine; Migraine with Aura - diagnostic imaging; Migraine with Aura - physiopathology; Neuroimaging; normal distribution; Original Article; Radiology; therapeutics; Visual discrimination; Visual discrimination learning; Visual stimuli; Migraine with aura (MWA); Spatiotemporal classifier; fMRI; Machine learning