openalexBrain Informatics2026-07-26
CAE-BrainNet: a statistically validated class-adaptive attention ensemble model for explainable brain tumor classification from MRI
Mehedi Hasan Meraj, Mashfiquzzaman Tajbid, Mayen Uddin Mojumdar, Narayan Ranjan Chakraborty, Mohammad Jabed Morshed Chowdhury, Kamanashis Biswas
Deep learning has further accelerated progress in automated Magnetic Resonance Imaging (MRI) based classification of brain tumors, whereas prior studies have often reflected critical limitations such as narrow classification scope, insufficient Explainable Artificial Intelligence…