MethodsPublished 15 April 2026BrainInsights: a comprehensive framework for pre-processing, analysis, and interpretation of neuroimaging data using traditional statistics and machine learningMageshwar Selvakumar · Andrea Mendez Torrijos · Laura Cristina Konerth · Stefanie Horndasch · Raja Atreya · Arnd Doerfler · Georg Schett · Juergen Rech · Andreas HessFrontiers in Neuroinformaticsdoi 10.3389/fninf.2026.1760583