Chiu-Han Hsiao, Frank Yeong-Sung Lin, Tzu-Lung Sun, Yen-Yen Liao, Chih-Horng Wu, Yu-Chun Lai, Hung-Pei Wu, Pin-Ruei Liu, Bo-Ren Xiao, Chien-Hung Chen, Yennun Huang
Precision and Robust Models on Healthcare Institution Federated Learning for Predicting HCC on Portal Venous CT Images
IEEE journal of biomedical and health informatics
preferenceweighted instruments available measure healthrelated quality life young children 24 years age eq5dy3l eq5dy5l recently modified purpose aim study test psychometric properties adapted versions use parent proxies children aged 24 years compare performance original versions hypothesised adapted instrument wording would result improved psychometric performance survey data children aged 24 years obtained australian paediatric multiinstrument comparison study distributional psychometric properties tested included feasibility convergence distribution level scores ceiling effects knowngroup validity cohens effect sizes prespecified groups defined presenceabsence special healthcare needs shcns testretest reliability intraclass correlation coefficients iccs responsiveness standardised response mean srm effect sizes changes health level sum scores used provide summary outcomes supplementary analysis using utility scores swedish eq5dy3l value set conducted adapted original eq5dy3l value sets available eq5dy5l total 842 parents children aged 24 years completed survey instruments easy complete strong convergence adapted original eq5dy3l eq5dy5l adapted eq5dy3l adapted eq5dy5l showed responses severe levels five eq5dy dimensions particularly usual activity mobility dimensions eq5dy5l mobility level 1 adapted n 478 83 original n 253 94 mobility level 45 adapted n 17 29 original n 4 15 difference distribution responses evident children shcns assessment knowngroup validity showed greater effect size adapted eq5dy3l adapted eq5dy5l compared original instruments eq5dy5l adapted cohens 101 original cohens 083 children without shcns adapted eq5dy3l adapted eq5dy5l showed improved reliability 4week followup improved iccs eq5dy5l adapted icc 083 original icc 044 responsiveness instruments moved hypothesised direction better worse health followup probability superiority analysis showed littleno differences adapted original eq5dy3l eq5dy5l supplementary psychometric analysis adapted original eq5dy3l using utilities showed comparable findings analyses using level sum scores findings suggest improved psychometric performance adapted version eq5dy3l eq5dy5l children aged 24 years compared original versions