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Brain tumour detection using traditional ML methods.
| Authors | Algorithm | Dataset | Accuracy (%) | XAI |
|---|---|---|---|---|
| Martinez et al. (2020) | Random Forest | BraTs Dataset | 76 | No |
| Minz and Mahobiya (2017) | Adaboost Classifier | BraTs Dataset | 89.90 | No |
| Abdalla and Esmail (2018) | Back-Propagation Network | MRI Images | 99 | No |
| Asodekar and Gore (2019) | Random Forest | BraTs Dataset | 81.90 | No |
| Asodekar and Gore (2019) | SVM | BraTs Dataset | 78.57 | No |
| Proposed model | Dual-Input CNN | MRI Images | 94.64 | Yes |
