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23,181 results

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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: choi y. 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
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: choi y. 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: choi y. 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: choi y. 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: choi y. 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.
Analytical performance of a bronchial genomic classifier.
Hu Z, Whitney D, Anderson JR, Cao M, Ho C, Choi Y, Huang J, Frink R, Smith KP, Monroe R, Kennedy GC, Walsh PS. Hu Z, et al. Among authors: choi y. BMC Cancer. 2016 Feb 26;16:161. doi: 10.1186/s12885-016-2153-0. BMC Cancer. 2016. PMID: 26920854 Free PMC article.
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