Collecting and processing samples for the NEIGHBOR data set was supported by the NEI through American Recovery and Reinvestment Act (ARRA) grants 3R01EY015872-05S1 (J.L.W.) and 3R01EY019126-02S1 (M.A.H.). Genotype imputation and meta-analysis were supported by EY022305 (J.L.W.). ...
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Accessed June 26, 2023. https://cran.r-project.org/web/packages/WeightIt/WeightIt.pdf 51. All of Us Research Program. How to comply with the All of Us Data and Statistics Dissemination Policy. User Support. Accessed December 20, 2022. https://support.researchallofus.org/hc/en...
Deriving measures of appropriateness or quality from claims data is challenging owing to potentially unobserved aspects of the patient or clinician that may affect the quality of clinical decisions.18 ,19 Recognizing these limitations, we focused on the narrow set of 14 measures for which guidelines ...
The satisfaction survey was completed by telephone using a REDCap (Vanderbilt University, Nashville, Tennessee with ongoing support from the US National Institutes of Health) database. Intervention After completing the baseline assessment, eligible participants were randomized to either usual care plus ...
For each set (‘discovery sample’) of GWAS results (eg, SCZ2), we identified SNPs that were also genotyped in our HRS loneliness data (‘target sample’) and then used PLINK to LD-prune the SNPs (r2 <0.2; using the ‘—-indep-pairwise’ command). The target sample was restricted ...
The satisfaction survey was completed by telephone using a REDCap (Vanderbilt University, Nashville, Tennessee with ongoing support from the US National Institutes of Health) database. Intervention After completing the baseline assessment, eligible participants were randomized to either usual care plus ...
Using stratified LD score regression (s-LDSC) with single-nucleus RNA-sequencing (snRNA-seq) data from adult human myocardial samples22, we observed enriched GWAS heritability near cardiomyocyte-specific genes for DCD, which may be explained by the inclusion of nonspecific intraventricular conduction ...
In order to have as much data as possible, we used the F1-scores of all the trained models over the validation set. We found that XGBoost and LSTM were very stable, with performances changing very little for any combination of window size and the number of channels used, suggesting that ...