2026-10-11T17:22:22Z https://api.figshare.com/v2/oai

oai:figshare.com:article/33813556 2026-09-15T17:51:27Z category_14 category_15 category_21 category_734 category_811 category_62 category_106 portal_5 item_type_3 month_year_09_2026

<p>Clinical outcome definitions and observed event rates for ischemic and bleeding endpoints in the UAE development cohort and the external validation cohort. Composite outcomes were prespecified and applied uniformly across datasets to ensure consistency in model development and validation.</p> Hassa Iftikhar (24234732) Molecular Biology Neuroscience Biotechnology Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Marine Biology Science Policy united arab emirates percutaneous coronary intervention guided strategies informed exploratory analyses suggested established scoring systems economic implications compared dual antiplatelet therapy 406 patients ). decision curve analysis weighted lightgbm model conventional risk scores estimate economic results major bleeding events composite ischemic events bleeding risk prediction machine learning model machine learning bleeding events ischemic events bleeding risk predicting ischemic model may model discrimination hypothetical risk potential decision xlink "> support tool study aimed mimiciv database may serve main outcomes internal validation externally validated externally validate external validation discrimination performance comprising 4 clinical utility 812 participants <p>Clinical outcome definitions and observed event rates for ischemic and bleeding endpoints in the UAE development cohort and the external validation cohort. Composite outcomes were prespecified and applied uniformly across datasets to ensure consistency in model development and validation.</p> 2026-09-15T17:51:05Z Dataset Dataset 10.1371/journal.pone.0353066.t002 https://figshare.com/articles/dataset/_p_Clinical_outcome_definitions_and_observed_event_rates_for_ischemic_and_bleeding_endpoints_in_the_UAE_development_cohort_and_the_external_validation_cohort_Composite_outcomes_were_prespecified_and_applied_uniformly_across_datasets_to_ensu/33813556 CC BY 4.0