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Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans.
Angelini ED, Yang J, Balte PP, Hoffman EA, Manichaikul AW, Sun Y, Shen W, Austin JHM, Allen NB, Bleecker ER, Bowler R, Cho MH, Cooper CS, Couper D, Dransfield MT, Garcia CK, Han MK, Hansel NN, Hughes E, Jacobs DR, Kasela S, Kaufman JD, Kim JS, Lappalainen T, Lima J, Malinsky D, Martinez FJ, Oelsner EC, Ortega VE, Paine R, Post W, Pottinger TD, Prince MR, Rich SS, Silverman EK, Smith BM, Swift AJ, Watson KE, Woodruff PG, Laine AF, Barr RG. Angelini ED, et al. Among authors: kim js. Thorax. 2023 Nov;78(11):1067-1079. doi: 10.1136/thorax-2022-219158. Epub 2023 Jun 2. Thorax. 2023. PMID: 37268414 Free PMC article.
Skeletal muscle adiposity and outcomes in candidates for lung transplantation: a lung transplant body composition cohort study.
Anderson MR, Easthausen I, Gallagher G, Udupa J, Tong Y, Torigian D, Diamond JM, Porteous MK, Palmer SM, Snyder LD, Benvenuto L, Aversa M, Arcasoy S, Greenland JR, Hays SR, Kukreja J, Cantu E, Kim JS, Gallagher D, Baldwin MR, Barr RG, Lederer DJ, Christie JD, Singer JP. Anderson MR, et al. Among authors: kim js. Thorax. 2020 Sep;75(9):801-804. doi: 10.1136/thoraxjnl-2019-214461. Epub 2020 Jun 1. Thorax. 2020. PMID: 32482837 Free PMC article.
Letter to the Editor: Response by Authors.
Kim JS, Barr RG. Kim JS, et al. Chronic Obstr Pulm Dis. 2021 Apr 27;8(2):188-189. doi: 10.15326/jcopdf.2021.0225. Chronic Obstr Pulm Dis. 2021. PMID: 33909966 Free PMC article. No abstract available.
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