Machine learning for post‐traumatic stress disorder identification utilizing resting‐state functional magnetic resonance imaging - Saba, Tanzila; Rehman, Amjad; Shahzad, Mirza Naveed; Latif, Rabia; Bahaj, Saeed Ali; Alyami, Jaber (Microscopy research and technique, 2022)
Keywords: Algorithms; Brain; Brain - diagnostic imaging; Brain - pathology; Brain cancer; Brain mapping; Brain Mapping - methods; brain tumor; functional connectivity; Functional magnetic resonance imaging; healthcare; human & diseases; Humans; Kernel functions; Learning algorithms; Machine Learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Medical imaging; Neural networks; Neuroimaging; Patients; Polynomials; Post traumatic stress disorder; Psychological stress; Radial basis function; resting‐state functional magnetic resonance imaging; Stress Disorders, Post-Traumatic - diagnostic imaging; Stress Disorders, Post-Traumatic - pathology; Support Vector Machine; Support vector machines; Variance analysis; resting-state functional magnetic resonance imaging; human & diseases; brain tumor; post-traumatic stress disorder; functional connectivity; healthcare