Table 1.
HIDD and Add Health cohort descriptions.
Fig 1.
ROC curve and proportion cut-off for classification by sensitivity plot comparing resampled conventional, social determinant of health only, and fusion models.
Table 2.
Performance of the conventional, social determinant of health only, and fusion models using HIDD data.
Reported are averaged out-of-sample performance measures and their associated 95% confidence intervals from the repeated random splitting procedure.
Table 3.
Predictors selected by all fusion models in the repeated random-splitting procedure.
Table 4.
Comparison of identified cases by conventional and fusion models.
Table 5.
Marginal testing of fused social determinant of health features in the full HIDD data and selection frequency in resampled fusion models.