pdig.0000179.s007.pdf (143.58 kB)
LTx rates in subgroups in the studied adult UK and Canadian CF cohorts.
journal contribution
posted on 2023-01-12, 18:25 authored by Yuchao Qin, Ahmed Alaa, Andres Floto, Mihaela van der Schaar(PDF)
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xlink "> preciseinspire new researchrisk strata revealedresulting referral policiescurrent referral guidelinesachieve significant improvementcystic fibrosis prognosticationinternal validation accuracyexternal validation setconducted external validationretrospective study usingcystic fibrosis patientskey risk factorsbased prognostic scorestuning ml modelsderived model usingcystic fibrosisexternal validationprognostic accuracytimely referralmoderate riskstudy highlightedsignificant boostpatients enrolledexternal validityprognostic poweruncovered insightsterminal illnesspopulation adaptationpoor outcomesml modelsml modelmachine learninglung transplantationfully investigatedfeature contributionsf1 scoreclinical practicebased models92 ).
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