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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: behsaz b. medRxiv [Preprint]. 2024 Mar 20:2024.03.19.24304547. doi: 10.1101/2024.03.19.24304547. medRxiv. 2024. PMID: 38562791 Free PMC article. Preprint.
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: behsaz b. medRxiv [Preprint]. 2023 Aug 29:2023.04.28.23289285. doi: 10.1101/2023.04.28.23289285. medRxiv. 2023. PMID: 37163049 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: behsaz b. 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.
Integrating genomics and metabolomics for scalable non-ribosomal peptide discovery.
Behsaz B, Bode E, Gurevich A, Shi YN, Grundmann F, Acharya D, Caraballo-Rodríguez AM, Bouslimani A, Panitchpakdi M, Linck A, Guan C, Oh J, Dorrestein PC, Bode HB, Pevzner PA, Mohimani H. Behsaz B, et al. Nat Commun. 2021 May 28;12(1):3225. doi: 10.1038/s41467-021-23502-4. Nat Commun. 2021. PMID: 34050176 Free PMC article.
metaFlye: scalable long-read metagenome assembly using repeat graphs.
Kolmogorov M, Bickhart DM, Behsaz B, Gurevich A, Rayko M, Shin SB, Kuhn K, Yuan J, Polevikov E, Smith TPL, Pevzner PA. Kolmogorov M, et al. Among authors: behsaz b. Nat Methods. 2020 Nov;17(11):1103-1110. doi: 10.1038/s41592-020-00971-x. Epub 2020 Oct 5. Nat Methods. 2020. PMID: 33020656 Free PMC article.
16 results