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Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data.
Kim SY, Diggans J, Pankratz D, Huang J, Pagan M, Sindy N, Tom E, Anderson J, Choi Y, Lynch DA, Steele MP, Flaherty KR, Brown KK, Farah H, Bukstein MJ, Pardo A, Selman M, Wolters PJ, Nathan SD, Colby TV, Myers JL, Katzenstein AL, Raghu G, Kennedy GC. Kim SY, et al. Among authors: myers jl. Lancet Respir Med. 2015 Jun;3(6):473-82. doi: 10.1016/S2213-2600(15)00140-X. Epub 2015 May 20. Lancet Respir Med. 2015. PMID: 26003389
A Standardized Diagnostic Ontology for Fibrotic Interstitial Lung Disease. An International Working Group Perspective.
Ryerson CJ, Corte TJ, Lee JS, Richeldi L, Walsh SLF, Myers JL, Behr J, Cottin V, Danoff SK, Flaherty KR, Lederer DJ, Lynch DA, Martinez FJ, Raghu G, Travis WD, Udwadia Z, Wells AU, Collard HR. Ryerson CJ, et al. Among authors: myers jl. Am J Respir Crit Care Med. 2017 Nov 15;196(10):1249-1254. doi: 10.1164/rccm.201702-0400PP. Am J Respir Crit Care Med. 2017. PMID: 28414524 Free PMC article. No abstract available.
Use of a molecular classifier to identify usual interstitial pneumonia in conventional transbronchial lung biopsy samples: a prospective validation study.
Raghu G, Flaherty KR, Lederer DJ, Lynch DA, Colby TV, Myers JL, Groshong SD, Larsen BT, Chung JH, Steele MP, Benzaquen S, Calero K, Case AH, Criner GJ, Nathan SD, Rai NS, Ramaswamy M, Hagmeyer L, Davis JR, Gauhar UA, Pankratz DG, Choi Y, Huang J, Walsh PS, Neville H, Lofaro LR, Barth NM, Kennedy GC, Brown KK, Martinez FJ. Raghu G, et al. Among authors: myers jl. Lancet Respir Med. 2019 Jun;7(6):487-496. doi: 10.1016/S2213-2600(19)30059-1. Epub 2019 Apr 1. Lancet Respir Med. 2019. PMID: 30948346
Utility of a Molecular Classifier as a Complement to High-Resolution Computed Tomography to Identify Usual Interstitial Pneumonia.
Richeldi L, Scholand MB, Lynch DA, Colby TV, Myers JL, Groshong SD, Chung JH, Benzaquen S, Nathan SD, Davis JR, Schmidt SL, Hagmeyer L, Sonetti D, Hetzel J, Criner GJ, Case AH, Ramaswamy M, Calero K, Gauhar UA, Patel NM, Lancaster L, Choi Y, Pankratz DG, Walsh PS, Lofaro LR, Huang J, Bhorade SM, Kennedy GC, Martinez FJ, Raghu G. Richeldi L, et al. Among authors: myers jl. Am J Respir Crit Care Med. 2021 Jan 15;203(2):211-220. doi: 10.1164/rccm.202003-0877OC. Am J Respir Crit Care Med. 2021. PMID: 32721166 Clinical Trial.
Usual Interstitial Pneumonia Can Be Detected in Transbronchial Biopsies Using Machine Learning.
Pankratz DG, Choi Y, Imtiaz U, Fedorowicz GM, Anderson JD, Colby TV, Myers JL, Lynch DA, Brown KK, Flaherty KR, Steele MP, Groshong SD, Raghu G, Barth NM, Walsh PS, Huang J, Kennedy GC, Martinez FJ. Pankratz DG, et al. Among authors: myers jl. Ann Am Thorac Soc. 2017 Nov;14(11):1646-1654. doi: 10.1513/AnnalsATS.201612-947OC. Ann Am Thorac Soc. 2017. PMID: 28640655
Possible UIP pattern on high-resolution computed tomography is associated with better survival than definite UIP in IPF patients.
Salisbury ML, Tolle LB, Xia M, Murray S, Tayob N, Nambiar AM, Schmidt SL, Lagstein A, Myers JL, Gross BH, Kazerooni EA, Sundaram B, Chughtai AR, Martinez FJ, Flaherty KR. Salisbury ML, et al. Among authors: myers jl. Respir Med. 2017 Oct;131:229-235. doi: 10.1016/j.rmed.2017.08.025. Epub 2017 Sep 12. Respir Med. 2017. PMID: 28947036 Free PMC article.
Clinical predictors of a diagnosis of idiopathic pulmonary fibrosis.
Fell CD, Martinez FJ, Liu LX, Murray S, Han MK, Kazerooni EA, Gross BH, Myers J, Travis WD, Colby TV, Toews GB, Flaherty KR. Fell CD, et al. Am J Respir Crit Care Med. 2010 Apr 15;181(8):832-7. doi: 10.1164/rccm.200906-0959OC. Epub 2010 Jan 7. Am J Respir Crit Care Med. 2010. PMID: 20056903 Free PMC article.
469 results