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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
The diagnosis of idiopathic pulmonary fibrosis: current and future approaches.
Martinez FJ, Chisholm A, Collard HR, Flaherty KR, Myers J, Raghu G, Walsh SL, White ES, Richeldi L. Martinez FJ, et al. Lancet Respir Med. 2017 Jan;5(1):61-71. doi: 10.1016/S2213-2600(16)30325-3. Epub 2016 Dec 6. Lancet Respir Med. 2017. PMID: 27932290 Free PMC article. Review.
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
Reply: Improving Care for Patients with Interstitial Lung Disease, Using Machine Learning, Requires Transparency and Reproducibility.
Kennedy GC, Barth NM, Walsh PS, Huang J, Pankratz DG, Choi Y, Fedorowicz GM, Anderson JD, Raghu G, Martinez FJ, Colby TV, Lynch DA, Brown KK, Groshong SD, Myers JL, Flaherty KR, Steele MP. Kennedy GC, et al. Among authors: myers jl. Ann Am Thorac Soc. 2017 Dec;14(12):1864-1865. doi: 10.1513/AnnalsATS.201708-654LE. Ann Am Thorac Soc. 2017. PMID: 29058451 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
A Molecular Classifier That Identifies Usual Interstitial Pneumonia in Transbronchial Biopsy Specimens of Patients With Interstitial Lung Disease.
Raghu G, Colby TV, Myers JL, Steele MP, Benzaquen S, Calero K, Case AH, Criner GJ, Nathan SD, Rai NS, Hagmeyer L, Davis JR, Bhorade SM, Kennedy GC, Gauher UA, Martinez FJ. Raghu G, et al. Among authors: myers jl. Chest. 2020 May;157(5):1391-1392. doi: 10.1016/j.chest.2019.10.061. Chest. 2020. PMID: 32386639 No abstract available.
467 results