Research Article
[Retracted] Artificial Intelligence-Enabled Medical Analysis for Intracranial Cerebral Hemorrhage Detection and Classification
Table 1
Result analysis of AIMA-ICHDC technique under varying batch size.
| No. of epochs | Sensitivity | Specificity | Precision | Accuracy |
| Batch size = 32 | | | | | 100 | 93.58 | 97.94 | 95.45 | 95.68 | 200 | 93.38 | 98.09 | 95.43 | 95.93 | 300 | 94.32 | 98.02 | 95.44 | 95.69 | 400 | 94.53 | 98.11 | 96.43 | 96.27 | 500 | 94.63 | 97.02 | 96.36 | 96.06 | Average | 94.09 | 97.84 | 95.82 | 95.93 | Batch size = 64 | | | | | 100 | 93.89 | 98.67 | 96.14 | 96.75 | 200 | 93.89 | 98.55 | 95.95 | 96.31 | 300 | 94.34 | 98.20 | 96.08 | 96.41 | 400 | 95.90 | 98.70 | 96.15 | 96.65 | 500 | 94.40 | 98.38 | 96.43 | 96.23 | Average | 94.48 | 98.50 | 96.15 | 96.47 | Batch size = 128 | | | | | 100 | 95.84 | 99.11 | 96.30 | 96.08 | 200 | 95.70 | 99.19 | 96.93 | 96.31 | 300 | 93.90 | 99.17 | 96.73 | 96.86 | 400 | 95.30 | 98.71 | 96.00 | 96.72 | 500 | 95.49 | 97.97 | 96.55 | 96.58 | Average | 95.25 | 98.83 | 96.50 | 96.51 |
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