2026-10-14T13:13:05Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33989085 2026-09-24T17:45:16Z category_734 category_106 category_122 portal_5 item_type_3 month_year_09_2026

<p>Baseline characteristics of the NHANES 2005–2018 study population stratified by depressive symptoms. Participants were categorized based on PHQ-9 scores into those with (≥10) and without (<10) clinically significant depressive symptoms. Variables are presented across five NHANES domains: demographic, dietary, examination, laboratory, and questionnaire. Continuous variables are reported as mean (standard deviation), and categorical variables as counts (percentages). p-values indicate differences between groups using t-tests or chi-square tests as appropriate.</p> Divya Sharma (1751311) Alice Rueda (15399721) Qiaowei Lin (8982809) Shakila Meshkat (12360623) Argyrios Perivolaris (21799471) Venkat Bhat (11814479) Biological Sciences not elsewhere classified Science Policy Mental Health standardized mean differences multifactorial disorder influenced machine learning classifiers explainable deep learning existing studies tend 804 &# 8211 latent health phenotypes extensive health surveys large analytic cohort aware screening research precision mental health discovering depression subgroups top 30 pfi permutation feature importance nutrition examination survey derived multimodal data national health precision psychiatry pfi ). oriented research multimodal data analytic sample 30 train depression within depression risk variational autoencoder transparent prediction trained within thereby furthering test split specifically demographic social determinants ranked features questionnaire data integrating high identify integrated five modalities enhance interpretability driven patterns domains independently clustering within 9 %. 874 ). <p>Baseline characteristics of the NHANES 2005–2018 study population stratified by depressive symptoms. Participants were categorized based on PHQ-9 scores into those with (≥10) and without (<10) clinically significant depressive symptoms. Variables are presented across five NHANES domains: demographic, dietary, examination, laboratory, and questionnaire. Continuous variables are reported as mean (standard deviation), and categorical variables as counts (percentages). p-values indicate differences between groups using t-tests or chi-square tests as appropriate.</p> 2026-09-24T17:45:05Z Dataset Dataset 10.1371/journal.pdig.0001719.t001 https://figshare.com/articles/dataset/_p_Baseline_characteristics_of_the_NHANES_2005_2018_study_population_stratified_by_depressive_symptoms_Participants_were_categorized_based_on_PHQ-9_scores_into_those_with_10_and_without_10_clinically_significant_depressive_symptoms_Variable/33989085 CC BY 4.0