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Robust SNP-based prediction of rheumatoid arthritis through machine-learning-optimized polygenic risk score
BACKGROUND: The popular statistics-based Genome-wide association studies (GWAS) have provided deep insights into the field of complex disorder genetics. However, its clinical applicability to predict disease/trait outcomes remains unclear as statistical models are not designed to make predictions. T...
Autores principales: | Lim, Ashley J. W., Tyniana, C. Tera, Lim, Lee Jin, Tan, Justina Wei Lynn, Koh, Ee Tzun, Chong, Samuel S., Khor, Chiea Chuen, Leong, Khai Pang, Lee, Caroline G. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9903430/ https://www.ncbi.nlm.nih.gov/pubmed/36750873 http://dx.doi.org/10.1186/s12967-023-03939-5 |
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