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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: tourassi gd. 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. Among authors: tourassi gd. 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.
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: tourassi gd. 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.
Letter to the Editor: Use of Publicly Available Image Resources.
Armato SG 3rd, Drukker K, Li F, Hadjiiski L, Tourassi GD, Engelmann RM, Giger ML, Redmond G, Farahani K, Kirby JS, Petrick NA. Armato SG 3rd, et al. Among authors: tourassi gd. Acad Radiol. 2017 Jul;24(7):916-917. doi: 10.1016/j.acra.2017.03.015. Epub 2017 May 11. Acad Radiol. 2017. PMID: 28506513 No abstract available.
61 results