Open access
Aug 2026
An adaptive hierarchical class-aware deep ensemble strategy for robust brain tumor classification
A validation-driven adaptive hierarchical class-aware ensemble that treats VGG19 and Darknet53 as complementary experts that achieves the strongest benchmark while preserving a transparent, auditable, and leakage-free decision pathway is proposed.
Motea Alsamawi, Fatima Ali Amer Jid Almahri, W. Al-Arashi et al.
· Scientific Reports · 0 citations