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A primer on the use of machine learning to distil knowledge from data in biological psychiatry.
Quinn TP, Hess JL, Marshe VS, Barnett MM, Hauschild AC, Maciukiewicz M, Elsheikh SSM, Men X, Schwarz E, Trakadis YJ, Breen MS, Barnett EJ, Zhang-James Y, Ahsen ME, Cao H, Chen J, Hou J, Salekin A, Lin PI, Nicodemus KK, Meyer-Lindenberg A, Bichindaritz I, Faraone SV, Cairns MJ, Pandey G, Müller DJ, Glatt SJ; Machine Learning in Psychiatry (MLPsych) Consortium. Quinn TP, et al. Among authors: elsheikh ssm. Mol Psychiatry. 2024 Feb;29(2):387-401. doi: 10.1038/s41380-023-02334-2. Epub 2024 Jan 4. Mol Psychiatry. 2024. PMID: 38177352 Review.
Mapping Epigenetic Gene Variant Dynamics: Comparative Analysis of Frequency, Functional Impact and Trait Associations in African and European Populations.
Sinkala M, Retshabile G, Mpangase PT, Bamba S, Goita MK, Nembaware V, Elsheikh SSM, Heckmann J, Esoh K, Matshaba M, Adebamowo CA, Adebamowo SN, Amih OE, Wonkam A, Ramsay M, Mulder N. Sinkala M, et al. Among authors: elsheikh ssm. medRxiv [Preprint]. 2024 Aug 12:2024.08.11.24311816. doi: 10.1101/2024.08.11.24311816. medRxiv. 2024. PMID: 39185519 Free PMC article. Preprint.
Integrative Genetic Variation, DNA Methylation, and Gene Expression Analysis of Escitalopram and Aripiprazole Treatment Outcomes in Depression: A CAN-BIND-1 Study.
Islam F, Lisoway A, Oh ES, Fiori LM, Magarbeh L, Elsheikh SSM, Kim HK, Kloiber S, Kennedy JL, Frey BN, Milev R, Soares CN, Parikh SV, Placenza F, Hassel S, Taylor VH, Leri F, Blier P, Uher R, Farzan F, Lam RW, Turecki G, Foster JA, Rotzinger S, Kennedy SH, Müller DJ. Islam F, et al. Among authors: elsheikh ssm. Pharmacopsychiatry. 2024 Sep;57(5):232-244. doi: 10.1055/a-2313-9979. Epub 2024 Jun 25. Pharmacopsychiatry. 2024. PMID: 38917846
Influence of CYP2C19, CYP2D6, and ABCB1 Gene Variants and Serum Levels of Escitalopram and Aripiprazole on Treatment-Emergent Sexual Dysfunction: A Canadian Biomarker Integration Network in Depression 1 (CAN-BIND 1) Study.
Islam F, Magarbeh L, Elsheikh SSM, Kloiber S, Espinola CW, Bhat V, Frey BN, Milev R, Soares CN, Parikh SV, Placenza F, Hassel S, Taylor VH, Leri F, Blier P, Uher R, Farzan F, Lam RW, Turecki G, Foster JA, Rotzinger S, Kennedy SH, Müller DJ. Islam F, et al. Among authors: elsheikh ssm. Can J Psychiatry. 2024 Mar;69(3):183-195. doi: 10.1177/07067437231203433. Epub 2023 Oct 5. Can J Psychiatry. 2024. PMID: 37796764 Free PMC article.
15 results