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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: huang j. 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
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: huang j. 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
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: huang j. BMC Cancer. 2016 Feb 26;16:161. doi: 10.1186/s12885-016-2153-0. BMC Cancer. 2016. PMID: 26920854 Free PMC article.
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: huang j. 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: huang j. 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.
Analytical performance of Envisia: a genomic classifier for usual interstitial pneumonia.
Choi Y, Lu J, Hu Z, Pankratz DG, Jiang H, Cao M, Marchisano C, Huiras J, Fedorowicz G, Wong MG, Anderson JR, Tom EY, Babiarz J, Imtiaz U, Barth NM, Walsh PS, Kennedy GC, Huang J. Choi Y, et al. Among authors: huang j. BMC Pulm Med. 2017 Nov 17;17(1):141. doi: 10.1186/s12890-017-0485-4. BMC Pulm Med. 2017. PMID: 29149880 Free PMC article.
Performance of a Genomic Sequencing Classifier for the Preoperative Diagnosis of Cytologically Indeterminate Thyroid Nodules.
Patel KN, Angell TE, Babiarz J, Barth NM, Blevins T, Duh QY, Ghossein RA, Harrell RM, Huang J, Kennedy GC, Kim SY, Kloos RT, LiVolsi VA, Randolph GW, Sadow PM, Shanik MH, Sosa JA, Traweek ST, Walsh PS, Whitney D, Yeh MW, Ladenson PW. Patel KN, et al. Among authors: huang j. JAMA Surg. 2018 Sep 1;153(9):817-824. doi: 10.1001/jamasurg.2018.1153. JAMA Surg. 2018. PMID: 29799911 Free PMC article.
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