Research Article
1D CNN-Based Intracranial Aneurysms Detection in 3D TOF-MRA
Table 4
The details of the dataset.
| | Dataset | Training | Validation | Test | Total | | Aneurysm | Artery | Aneurysm | Artery | Aneurysm | Artery |
| | Data1 (original) | 126 | 119 | 18 | 17 | 36 | 34 | 350 | | Data2 (3 times) | 378 | 357 | 54 | 51 | 108 | 102 | 1050 | | Data3 (5 times) | 630 | 595 | 90 | 85 | 180 | 180 | 1750 | | Data4 (10 times) | 1260 | 1190 | 180 | 170 | 360 | 340 | 3500 | | Data5 (20 times) | 2520 | 2380 | 360 | 340 | 720 | 680 | 7000 | | Data6 (30 times) | 3780 | 3570 | 540 | 510 | 1080 | 1020 | 10500 | | Data7 (40 times) | 5040 | 4760 | 720 | 680 | 1440 | 1360 | 14000 |
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