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Generation and evaluation of synthetic patient data.
Goncalves A, Ray P, Soper B, Stevens J, Coyle L, Sales AP. Goncalves A, et al. Among authors: coyle l. BMC Med Res Methodol. 2020 May 7;20(1):108. doi: 10.1186/s12874-020-00977-1. BMC Med Res Methodol. 2020. PMID: 32381039 Free PMC article.
Validation of prostate-specific antigen laboratory values recorded in Surveillance, Epidemiology, and End Results registries.
National Cancer Institute Surveillance, Epidemiology, and End Results Prostate-Specific Antigen Working Group; Adamo MP, Boten JA, Coyle LM, Cronin KA, Lam CJ, Negoita S, Penberthy L, Stevens JL, Ward KC. National Cancer Institute Surveillance, Epidemiology, and End Results Prostate-Specific Antigen Working Group, et al. Among authors: coyle lm. Cancer. 2017 Feb 15;123(4):697-703. doi: 10.1002/cncr.30401. Epub 2016 Oct 26. Cancer. 2017. PMID: 27783399 Free PMC article.
Deep active learning for classifying cancer pathology reports.
De Angeli K, Gao S, Alawad M, Yoon HJ, Schaefferkoetter N, Wu XC, Durbin EB, Doherty J, Stroup A, Coyle L, Penberthy L, Tourassi G. De Angeli K, et al. Among authors: coyle l. BMC Bioinformatics. 2021 Mar 9;22(1):113. doi: 10.1186/s12859-021-04047-1. BMC Bioinformatics. 2021. PMID: 33750288 Free PMC article.
Classifying cancer pathology reports with hierarchical self-attention networks.
Gao S, Qiu JX, Alawad M, Hinkle JD, Schaefferkoetter N, Yoon HJ, Christian B, Fearn PA, Penberthy L, Wu XC, Coyle L, Tourassi G, Ramanathan A. Gao S, et al. Among authors: coyle l. Artif Intell Med. 2019 Nov;101:101726. doi: 10.1016/j.artmed.2019.101726. Epub 2019 Oct 15. Artif Intell Med. 2019. PMID: 31813492 Free article.
Class imbalance in out-of-distribution datasets: Improving the robustness of the TextCNN for the classification of rare cancer types.
De Angeli K, Gao S, Danciu I, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz S, Wiggins C, Damesyn M, Coyle L, Penberthy L, Tourassi GD, Yoon HJ. De Angeli K, et al. Among authors: coyle l. J Biomed Inform. 2022 Jan;125:103957. doi: 10.1016/j.jbi.2021.103957. Epub 2021 Nov 22. J Biomed Inform. 2022. PMID: 34823030 Free PMC article.
118 results