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Showing results for hongjun yoon
Search for Hongeun Yoon instead (1 results)
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.
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. 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 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. 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 article.
A Keyword-Enhanced Approach to Handle Class Imbalance in Clinical Text Classification.
Blanchard AE, Gao S, Yoon HJ, Christian JB, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz SM, Wiggins C, Coyle L, Penberthy L, Tourassi GD. Blanchard AE, et al. IEEE J Biomed Health Inform. 2022 Jun;26(6):2796-2803. doi: 10.1109/JBHI.2022.3141976. Epub 2022 Jun 3. IEEE J Biomed Health Inform. 2022. PMID: 35020599 Free PMC article.
Privacy-Preserving Deep Learning NLP Models for Cancer Registries.
Alawad M, Yoon HJ, Gao S, Mumphrey B, Wu XC, Durbin EB, Jeong JC, Hands I, Rust D, Coyle L, Penberthy L, Tourassi G. Alawad M, et al. IEEE Trans Emerg Top Comput. 2021 Jul-Sep;9(3):1219-1230. doi: 10.1109/tetc.2020.2983404. Epub 2020 Apr 16. IEEE Trans Emerg Top Comput. 2021. PMID: 36117774 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. BMC Bioinformatics. 2021 Mar 9;22(1):113. doi: 10.1186/s12859-021-04047-1. BMC Bioinformatics. 2021. PMID: 33750288 Free PMC article.
34 results