SPLENDID incorporates continuous genetic ancestry in biobank-scale data to improve polygenic risk prediction across diverse populations
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TL;DR - SPLENDID models genetic ancestry as a continuum rather than using fixed labels, improving polygenic risk prediction across diverse populations in biobank-scale datasets. This approach better captures genetic heterogeneity and may support more equitable risk assessment.
- Replaces pre-specified ancestry categories with continuous ancestry modeling.
- Targets polygenic risk score prediction across diverse populations.
- Designed to operate at biobank scale.
- The provided content does not specify quantitative performance gains or evaluated diseases.
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SPLENDID incorporates continuous genetic ancestry in biobank-scale data to improve polygenic risk prediction across diverse populations
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TL;DR - SPLENDID models genetic ancestry as a continuum rather than using fixed labels, improving polygenic risk prediction across diverse populations in biobank-scale datasets. This approach better captures genetic heterogeneity and may support more equitable risk assessment.
- Replaces pre-specified ancestry categories with continuous ancestry modeling.
- Targets polygenic risk score prediction across diverse populations.
- Designed to operate at biobank scale.
- The provided content does not specify quantitative performance gains or evaluated diseases.