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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: cosentino j. 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: cosentino j. 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: cosentino j. 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.
41 results