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Utilizing multimodal AI to improve genetic analyses of cardiovascular traits.
Zhou Y, Cosentino J, Yun T, Biradar MI, Shreibati J, Lai D, Schwantes-An TH, Luben R, McCaw Z, Engmann J, Providencia R, Schmidt AF, Munroe P, Yang H, Carroll A, Khawaja AP, McLean CY, Behsaz B, Hormozdiari F. Zhou Y, et al. Among authors: hormozdiari f. medRxiv [Preprint]. 2024 Mar 20:2024.03.19.24304547. doi: 10.1101/2024.03.19.24304547. medRxiv. 2024. PMID: 38562791 Free PMC article. Preprint.
Large-scale machine-learning-based phenotyping significantly improves genomic discovery for optic nerve head morphology.
Alipanahi B, Hormozdiari F, Behsaz B, Cosentino J, McCaw ZR, Schorsch E, Sculley D, Dorfman EH, Foster PJ, Peng LH, Phene S, Hammel N, Carroll A, Khawaja AP, McLean CY. Alipanahi B, et al. Among authors: hormozdiari f. Am J Hum Genet. 2021 Jul 1;108(7):1217-1230. doi: 10.1016/j.ajhg.2021.05.004. Epub 2021 Jun 1. Am J Hum Genet. 2021. PMID: 34077760 Free PMC article.
Unsupervised representation learning improves genomic discovery and risk prediction for respiratory and circulatory functions and diseases.
Yun T, Cosentino J, Behsaz B, McCaw ZR, Hill D, Luben R, Lai D, Bates J, Yang H, Schwantes-An TH, Zhou Y, Khawaja AP, Carroll A, Hobbs BD, Cho MH, McLean CY, Hormozdiari F. Yun T, et al. Among authors: hormozdiari f. medRxiv [Preprint]. 2023 Aug 29:2023.04.28.23289285. doi: 10.1101/2023.04.28.23289285. medRxiv. 2023. PMID: 37163049 Free PMC article. Preprint.
MAGI-MS: multiple seed-centric module discovery.
Chow JC, Zhou R, Hormozdiari F. Chow JC, et al. Among authors: hormozdiari f. Bioinform Adv. 2022 Apr 29;2(1):vbac025. doi: 10.1093/bioadv/vbac025. eCollection 2022. Bioinform Adv. 2022. PMID: 36699383 Free PMC article.
High-coverage whole-genome sequencing of the expanded 1000 Genomes Project cohort including 602 trios.
Byrska-Bishop M, Evani US, Zhao X, Basile AO, Abel HJ, Regier AA, Corvelo A, Clarke WE, Musunuri R, Nagulapalli K, Fairley S, Runnels A, Winterkorn L, Lowy E; Human Genome Structural Variation Consortium; Paul Flicek, Germer S, Brand H, Hall IM, Talkowski ME, Narzisi G, Zody MC. Byrska-Bishop M, et al. Cell. 2022 Sep 1;185(18):3426-3440.e19. doi: 10.1016/j.cell.2022.08.004. Cell. 2022. PMID: 36055201 Free PMC article.
155 results