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Proposal of a Familial Hypercholesterolemia Pediatric Diagnostic Score (FH-PeDS)

Kafol, Jan; Miranda, Beatriz; Sikonja, Rok; Sikonja, Jaka; Wiegman, Albert; Medeiros, Ana Margarida; Alves, Ana Catarina; Freiberger, Tomas

Background and aims: Familial hypercholesterolemia (FH) significantly increases cardiovascular risk from childhood yet remains widely underdiagnosed. This cross-sectional study aimed to evaluate existing pediatric FH diagnostic criteria in real-world cohorts and to develop two novel diagnostic tools: a semi-quantitative scoring system (FH-PeDS) and a machine learning model (ML-FH-PeDS) to enhance early FH detec...


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