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. Author manuscript; available in PMC: 2020 Apr 6.
Published in final edited form as: Neurosurg Focus. 2019 Jul 1;47(1):E16. doi: 10.3171/2019.4.FOCUS19145

Table 2.

Results of model fitting and evaluation for the US-model6 and re-trained models including data from all four populations without and with interaction terms.

Model Type Training Data AUC training (mean ± SD) Test Data AUC test (mean ± SD)
US-Model US (n=1631) 0.8553 EUR (n=249) 0.8240
JAP (n=147) 0.6964
FIN (n=102) 0.7209
FIN, JAP (n=249) 0.7389
No interactions All (n=1914) 0.8493 ± 0.0059 Left-out US, EUR, FIN, JAP (n=215) 0.8268 ± 0.0323
Left-out JAP (n=15) 0.6550 ± 0.3334
Left-out FIN (n=11) 0.7550 ± 0.1646
Left-out FIN, JAP (n=26) 0.7494 ± 0.1371
Interactions All (n=1914) 0.8681 ± 0.0091 Left-out US, EUR, FIN, JAP (n=215) 0.8308 ± 0.0309
Left-out JAP (n=15) 0.6576 ± 0.3199
Left-out FIN (n=11) 0.8020 ± 0.1324
Left-out FIN, JAP (n=26) 0.8274 ± 0.1031

US=aneurysm data from the US, JAP=aneurysm data from Japan, FIN=aneurysm data from Finland. EUR=aneurysm data from Europe without Finland. “All” refers to data from all four populations without the excluded data for testing.