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UNSUPERVISED AIRWAY TREE CLUSTERING WITH DEEP LEARNING: THE MULTI-ETHNIC STUDY OF ATHEROSCLEROSIS (MESA) LUNG STUDY.
Naik SN, Angelini ED, Barr RG, Allen N, Bertoni A, Hoffman EA, Manichaikul A, Pankow J, Post W, Sun Y, Watson K, Smith BM, Laine AF. Naik SN, et al. Among authors: laine af. Proc IEEE Int Symp Biomed Imaging. 2024 May;2024:10.1109/isbi56570.2024.10635651. doi: 10.1109/isbi56570.2024.10635651. Epub 2024 Aug 22. Proc IEEE Int Symp Biomed Imaging. 2024. PMID: 39398280
MUC5B, telomere length and longitudinal quantitative interstitial lung changes: the MESA Lung Study.
Kim JS, Manichaikul AW, Hoffman EA, Balte P, Anderson MR, Bernstein EJ, Madahar P, Oelsner EC, Kawut SM, Wysoczanski A, Laine AF, Adegunsoye A, Ma JZ, Taub MA, Mathias RA, Rich SS, Rotter JI, Noth I, Garcia CK, Barr RG, Podolanczuk AJ. Kim JS, et al. Among authors: laine af. Thorax. 2023 Jun;78(6):566-573. doi: 10.1136/thorax-2021-218139. Epub 2022 Aug 5. Thorax. 2023. PMID: 36690926 Free PMC article.
Association of dysanapsis with mortality among older adults.
Vameghestahbanati M, Sack C, Wysoczanski A, Hoffman EA, Angelini E, Allen NB, Bertoni AG, Guo J, Jacobs DR Jr, Kaufman JD, Laine A, Lin CL, Malinsky D, Michos ED, Oelsner EC, Shea SJ, Watson KE, Benedetti A, Barr RG, Smith BM. Vameghestahbanati M, et al. Eur Respir J. 2023 Jun 8;61(6):2300551. doi: 10.1183/13993003.00551-2023. Print 2023 Jun. Eur Respir J. 2023. PMID: 37263750 Free PMC article.
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: laine af. Thorax. 2023 Nov;78(11):1067-1079. doi: 10.1136/thorax-2022-219158. Epub 2023 Jun 2. Thorax. 2023. PMID: 37268414 Free PMC article.
Airway tree caliber heterogeneity and airflow obstruction among older adults.
Vameghestahbanati M, Kingdom L, Hoffman EA, Kirby M, Allen NB, Angelini E, Bertoni A, Hamid Q, Hogg JC, Jacobs DR Jr, Laine A, Maltais F, Michos ED, Sack C, Sin D, Watson KE, Wysoczanksi A, Couper D, Cooper C, Han M, Woodruff P, Tan WC, Bourbeau J, Barr RG, Smith BM; investigators from the Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study; the Canadian Cohort of Obstructive Lung Disease (CanCOLD); and the Subpopulations and Intermediate Outcome Measures in Chronic Obstructive Pulmonary Disease Study (SPIROMICS). Vameghestahbanati M, et al. J Appl Physiol (1985). 2024 May 1;136(5):1144-1156. doi: 10.1152/japplphysiol.00694.2022. Epub 2024 Feb 29. J Appl Physiol (1985). 2024. PMID: 38420676 Free PMC article.
Indices of Childhood Socioeconomic Status and Dysanapsis among Older Adults: The Multi-Ethnic Study of Atherosclerosis Lung Study.
Lovinsky-Desir S, Hirsch JA, Hoffman EA, Allen NB, Bertoni AG, Guo J, Jacobs DR Jr, Laine AF, Malinsky D, Michos ED, Sack C, Shen W, Watson KE, Wysoczanski A, Barr RG, Smith BM. Lovinsky-Desir S, et al. Among authors: laine af. Ann Am Thorac Soc. 2024 Sep;21(9):1338-1342. doi: 10.1513/AnnalsATS.202401-006RL. Ann Am Thorac Soc. 2024. PMID: 38747708 No abstract available.
MULTI-VIEW CNN FOR TOTAL LUNG VOLUME INFERENCE ON CARDIAC COMPUTED TOMOGRAPHY.
Wysoczanski A, Angelini ED, Sun Y, Smith BM, Hoffman EA, Stukovsky K, Budoff M, Watson KE, Carr JJ, Oelsner EC, Barr RG, Laine AF. Wysoczanski A, et al. Among authors: laine af. Proc IEEE Int Symp Biomed Imaging. 2023 Apr;2023:10.1109/isbi53787.2023.10230821. doi: 10.1109/isbi53787.2023.10230821. Epub 2023 Sep 1. Proc IEEE Int Symp Biomed Imaging. 2023. PMID: 39410936 Free PMC article.
122 results