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Page 1
Trajectories in chronic disease accrual and mortality across the lifespan in Wales, UK (2005-2019), by area deprivation profile: linked electronic health records cohort study on 965,905 individuals.
Lyons J, Akbari A, Abrams KR, Azcoaga Lorenzo A, Ba Dhafari T, Chess J, Denaxas S, Fry R, Gale CP, Gallacher J, Griffiths LJ, Guthrie B, Hall M, Jalali-Najafabadi F, John A, MacRae C, McCowan C, Peek N, O'Reilly D, Rafferty J, Lyons RA, Owen RK. Lyons J, et al. Among authors: jalali najafabadi f. Lancet Reg Health Eur. 2023 Jul 17;32:100687. doi: 10.1016/j.lanepe.2023.100687. eCollection 2023 Sep. Lancet Reg Health Eur. 2023. PMID: 37520147 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. Among authors: jalali najafabadi f. 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.
A scoping review finds a growing trend in studies validating multimorbidity patterns and identifies five broad types of validation methods.
Dhafari TB, Pate A, Azadbakht N, Bailey R, Rafferty J, Jalali-Najafabadi F, Martin GP, Hassaine A, Akbari A, Lyons J, Watkins A, Lyons RA, Peek N. Dhafari TB, et al. Among authors: jalali najafabadi f. J Clin Epidemiol. 2024 Jan;165:111214. doi: 10.1016/j.jclinepi.2023.11.004. Epub 2023 Nov 11. J Clin Epidemiol. 2024. PMID: 37952700 Free article.
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. Among authors: jalali najafabadi f. 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.
Cross-phenotype association mapping of the MHC identifies genetic variants that differentiate psoriatic arthritis from psoriasis.
Bowes J, Ashcroft J, Dand N, Jalali-Najafabadi F, Bellou E, Ho P, Marzo-Ortega H, Helliwell PS, Feletar M, Ryan AW, Kane DJ, Korendowych E, Simpson MA, Packham J, McManus R, Brown MA, Smith CH, Barker JN, McHugh N, FitzGerald O, Warren RB, Barton A. Bowes J, et al. Among authors: jalali najafabadi f. Ann Rheum Dis. 2017 Oct;76(10):1774-1779. doi: 10.1136/annrheumdis-2017-211414. Epub 2017 Aug 18. Ann Rheum Dis. 2017. PMID: 28821532 Free PMC article.
10-year multimorbidity patterns among people with and without rheumatic and musculoskeletal diseases: an observational cohort study using linked electronic health records from Wales, UK.
Jalali-Najafabadi F, Bailey R, Lyons J, Akbari A, Ba Dhafari T, Azadbakht N, Rafferty J, Watkins A, Martin GP, Bowes J, Lyons RA, Barton A, Peek N. Jalali-Najafabadi F, et al. BMJ Open. 2024 Jun 19;14(6):e079169. doi: 10.1136/bmjopen-2023-079169. BMJ Open. 2024. PMID: 38904124 Free PMC article.
Adapting Random Forests to Predict Obesity-Associated Gene Expression.
Watts J, Allen E, Mitoubsi A, Khojandi A, Eales J, Jalali-Najafabadi F, Papamarkou T. Watts J, et al. Among authors: jalali najafabadi f. Annu Int Conf IEEE Eng Med Biol Soc. 2022 Jul;2022:4407-4410. doi: 10.1109/EMBC48229.2022.9871234. Annu Int Conf IEEE Eng Med Biol Soc. 2022. PMID: 36086439