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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: yoon hj. 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.
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: yoon hj. BMC Bioinformatics. 2021 Mar 9;22(1):113. doi: 10.1186/s12859-021-04047-1. BMC Bioinformatics. 2021. PMID: 33750288 Free PMC 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: yoon hj. 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.
Automatic information extraction from childhood cancer pathology reports.
Yoon HJ, Peluso A, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz S, Wiggins C, Coyle L, Penberthy L. Yoon HJ, et al. JAMIA Open. 2022 Jun 16;5(2):ooac049. doi: 10.1093/jamiaopen/ooac049. eCollection 2022 Jul. JAMIA Open. 2022. PMID: 35721398 Free PMC article.
Deep learning uncertainty quantification for clinical text classification.
Peluso A, Danciu I, Yoon HJ, Yusof JM, Bhattacharya T, Spannaus A, Schaefferkoetter N, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz S, Wiggins C, Coyle L, Penberthy L, Tourassi GD, Gao S. Peluso A, et al. Among authors: yoon hj. J Biomed Inform. 2024 Jan;149:104576. doi: 10.1016/j.jbi.2023.104576. Epub 2023 Dec 13. J Biomed Inform. 2024. PMID: 38101690 Free PMC article.
1,763 results