openalexZenodo (CERN European Organization for Nuclear Research)2026-07-25
Neuro-Oncology Benchmark: The Resource-Interpretability Tradeoff in Radiomics and Multiclass Brain Tumor Classification Based on Deep Transfer Learning vs Handcrafted Radiomics.
Othmane Bakkas, Drissia Ennagoura, Nasreen Badruddin, Abdelali Zbakh, Mohamed El Mahjouby, Badre Bossoufi, et al.
The automatic multiclass brain tumor classification using MRI images plays an important role in a non-invasive clinical setting. However, the choice of a model demands the trade-off between accuracy, complexity, and interpretability of the classifier. In this study, we have estab…