TY - GEN AU - Gorriz Sáez, Juan Manuel AU - García Puntonet, Carlos AU - Ramírez Pérez De Inestrosa, Javier AU - SIPBA group PY - 2022 UR - https://hdl.handle.net/10481/77619 AB - There remains an open question about the usefulness and the interpretation of machine learning (ML) approaches for discrimination of spatial patterns of brain images between samples or activation states. In the last few decades, these approaches... LA - eng PB - Elsevier KW - General Linear Model KW - Linear Regression Model KW - Support Vector Regression permutation tests KW - Magnetic resonance imaging KW - Random Field Theory TI - A hypothesis-driven method based on machine learning for neuroimaging data analysis DO - 10.1016/j.neucom.2022.09.001 ER -