Fig. 5Figure 5
Partition of dementia cohort in UKB to subgroups by clinical ICD-10. A Venn diagram of different dementia diagnoses. The AD model consists of patients with F00 or G30 diagnosis (355 + 2216 + 33 + 274 = 2878 positive samples). B Comparison of models’ performance by ROC-AUC mean of 10 different training iterations. Error bars present the standard errors. Bars are colored by their categories: AD, unique vascular dementia, non-vascular dementia, vascular dementia (VaD) and dementia