Investigating systematic bias in brain age estimation with application to post‐traumatic stress disorders - Liang, Hualou; Zhang, Fengqing; Niu, Xin (Human brain mapping, 2019)
Keywords: Adolescent; Adult; Age; Age determination; Aged; Aged, 80 and over; Aging; Anatomy; Artificial neural networks; Bias; Biomarkers; Brain; Brain - diagnostic imaging; brain age prediction; Brain architecture; Child; Chronology; Datasets; Disorders; Evaluation; Humans; Learning algorithms; Machine Learning; Magnetic Resonance Imaging; Medical imaging; Mental disorders; Middle Aged; Nervous system diseases; Neural networks; Neurodevelopmental disorders; Neuroimaging; Neuroimaging - methods; Neurology; Post-traumatic stress disorder; Predictions; PTSD; regression to the mean; Stress Disorders, Post-Traumatic - diagnostic imaging; Traumatic brain injury; Young Adult; PTSD; machine-learning; regression to the mean; bias; brain age prediction