Manuscripts and Publications

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Wang JM, Labaki WW, Murray S, Martinez FJ, Curtis JL, Hoffman EA, Ram S, Bell AJ, Galbán CJ, Han MK et al..  2023.  Machine learning for screening of at-risk, mild and moderate COPD patients at risk of FEV1 decline: results from COPDGene and SPIROMICS. Front Physiol. 14:1144192.
Morris MA, Jacobson SR, Kinney GL, Tashkin DP, Woodruff PG, Hoffman EA, Kanner RE, Cooper CB, M Drummond B, R Barr G et al..  2018.  Marijuana Use Associations with Pulmonary Symptoms and Function in Tobacco Smokers Enrolled in the Subpopulations and Intermediate Outcome Measures in COPD Study (SPIROMICS).. Chronic Obstr Pulm Dis. 5(1):46-56.
J Wells M, Xing D, Viera L, Burkes RM, Wu Y, Bhatt SP, Dransfield MT, Couper DJ, O'Neal W, Hoffman EA et al..  2019.  The matrikine acetyl-proline-glycine-proline and clinical features of COPD: findings from SPIROMICS.. Respir Res. 20(1):254.
Gillenwater LA, Kechris KJ, Pratte KA, Reisdorph N, Petrache I, Labaki WW, O'Neal W, Krishnan JA, Ortega VE, DeMeo DL et al..  2021.  Metabolomic Profiling Reveals Sex Specific Associations with Chronic Obstructive Pulmonary Disease and Emphysema.. Metabolites. 11(3)
Godbole S, Labaki WW, Pratte KA, Hill A, Moll M, Hastie AT, Peters SP, Gregory A, Ortega VE, Demeo D et al..  2022.  A Metabolomic Severity Score for Airflow Obstruction and Emphysema.. Metabolites. 12(5)
Zusman M, Gassett AJ, Kirwa K, R Barr G, Cooper CB, Han MK, Kanner RE, Koehler K, Ortega VE, Rd RPaine et al..  2021.  Modeling residential indoor concentrations of PM , NO , NO , and secondhand smoke in the Subpopulations and Intermediate Outcome Measures in COPD (SPIROMICS) Air study.. Indoor Air. 31(3):702-716.
Kesimer M, Smith BM, Ceppe A, Ford AA, Anderson WH, R Barr G, O'Neal WK, Boucher RC.  2018.  Mucin Concentrations and Peripheral Airway Obstruction in Chronic Obstructive Pulmonary Disease.. Am J Respir Crit Care Med. 198(11):1453-1456.
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Boes JL, Hoff BA, Bule M, Johnson TD, Rehemtulla A, Chamberlain R, Hoffman EA, Kazerooni EA, Martinez FJ, Han MK et al..  2015.  Parametric response mapping monitors temporal changes on lung CT scans in the subpopulations and intermediate outcome measures in COPD Study (SPIROMICS).. Acad Radiol. 22(2):186-94.
Burkes RM, Ceppe AS, Couper DJ, Comellas AP, J Wells M, Peters SP, Criner GJ, Kanner RE, Paine R, Christenson SA et al..  2020.  Plasma Cathelicidin is Independently Associated with Reduced Lung Function in COPD: Analysis of the Subpopulations and Intermediate Outcome Measures in COPD Study Cohort.. Chronic Obstr Pulm Dis. 7(4):370-381.
Gillenwater LA, Pratte KA, Hobbs BD, Cho MH, Zhuang Y, Halper-Stromberg E, Cruickshank-Quinn C, Reisdorph N, Petrache I, Labaki WW et al..  2020.  Plasma Metabolomic Signatures of Chronic Obstructive Pulmonary Disease and the Impact of Genetic Variants on Phenotype-Driven Modules.. Netw Syst Med. 3(1):159-181.
Wang D, Pan Y, Durumeric OC, Reinhardt JM, Hoffman EA, Schroeder JD, Christensen GE.  2022.  PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints.. Med Image Anal. 79:102434.
Fawzy A, Woo H, Balasubramanian A, Barjaktarevic I, R Barr G, Bowler RP, Comellas AP, Cooper CB, Couper D, Criner GJ et al..  2021.  Polycythemia is Associated with Lower Incidence of Severe COPD Exacerbations in the SPIROMICS Study.. Chronic Obstr Pulm Dis. 8(3):326-335.
Chaudhary MFA, Hoffman EA, Guo J, Comellas AP, Newell JD, Nagpal P, Fortis S, Christensen GE, Gerard SE, Pan Y et al..  2023.  Predicting severe chronic obstructive pulmonary disease exacerbations using quantitative CT: a retrospective model development and external validation study.. Lancet Digit Health. 5(2):e83-e92.
Esther CR, O'Neal WK, Alexis NE, Koch AL, Cooper CB, Barjaktarevic I, Raffield LM, Bowler RP, Comellas AP, Peters SP et al..  2023.  Prolonged, physiologically relevant nicotine concentrations in the airways of smokers.. Am J Physiol Lung Cell Mol Physiol. 324(1):L32-L37.
Angelini ED, Yang J, Balte PP, Hoffman EA, Manichaikul AW, Sun Y, Shen W, Austin JHM, Allen NB, Bleecker ER et al..  2023.  Pulmonary emphysema subtypes defined by unsupervised machine learning on CT scans. Thorax.

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