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Comparative Genetic Analysis of Psoriatic Arthritis and Psoriasis for the Discovery of Genetic Risk Factors and Risk Prediction Modeling.
Soomro M, Stadler M, Dand N, Bluett J, Jadon D, Jalali-Najafabadi F, Duckworth M, Ho P, Marzo-Ortega H, Helliwell PS, Ryan AW, Kane D, Korendowych E, Simpson MA, Packham J, McManus R, Gabay C, Lamacchia C, Nissen MJ, Brown MA, Verstappen SMM, Van Staa T, Barker JN, Smith CH; BADBIR Study Group; BSTOP study group; FitzGerald O, McHugh N, Warren RB, Bowes J, Barton A. Soomro M, et al. Arthritis Rheumatol. 2022 Sep;74(9):1535-1543. doi: 10.1002/art.42154. Epub 2022 Aug 4. Arthritis Rheumatol. 2022. PMID: 35507331 Free PMC article.
Application of information theoretic feature selection and machine learning methods for the development of genetic risk prediction models.
Jalali-Najafabadi F, Stadler M, Dand N, Jadon D, Soomro M, Ho P, Marzo-Ortega H, Helliwell P, Korendowych E, Simpson MA, Packham J, Smith CH, Barker JN, McHugh N, Warren RB, Barton A, Bowes J; BADBIR Study Group; BSTOP Study Group. Jalali-Najafabadi F, et al. Sci Rep. 2021 Dec 2;11(1):23335. doi: 10.1038/s41598-021-00854-x. Sci Rep. 2021. PMID: 34857774 Free PMC article.
Ranking sets of morbidities using hypergraph centrality.
Rafferty J, Watkins A, Lyons J, Lyons RA, Akbari A, Peek N, Jalali-Najafabadi F, Ba Dhafari T, Pate A, Martin GP, Bailey R. Rafferty J, et al. J Biomed Inform. 2021 Oct;122:103916. doi: 10.1016/j.jbi.2021.103916. Epub 2021 Sep 15. J Biomed Inform. 2021. PMID: 34534697 Free PMC article.