Research Article
Early Diagnosis of Brain Tumour MRI Images Using Hybrid Techniques between Deep and Machine Learning
Table 4
Results of diagnosing brain tumours using deep learning models and hybrid deep and machine learning techniques.
| | Classifier | Deep learning | Hybrid deep and machine learning techniques | | AlexNet | ResNet-18 | AlexNet+SVM | ResNet-18+SVM |
| | Accuracy (%) | 93.3 | 93.8 | 95.1 | 91.2 | | Sensitivity (%) | 93 | 93.75 | 95.25 | 91.5 | | Specificity (%) | 97.5 | 97.5 | 98.5 | 97 |
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