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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: schwartz sm. 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.
Using ensembles and distillation to optimize the deployment of deep learning models for the classification of electronic cancer pathology reports.
De Angeli K, Gao S, Blanchard A, Durbin EB, Wu XC, Stroup A, Doherty J, Schwartz SM, Wiggins C, Coyle L, Penberthy L, Tourassi G, Yoon HJ. De Angeli K, et al. Among authors: schwartz sm. JAMIA Open. 2022 Sep 13;5(3):ooac075. doi: 10.1093/jamiaopen/ooac075. eCollection 2022 Oct. JAMIA Open. 2022. PMID: 36110150 Free PMC article.
31-Gene Expression Profile Testing in Cutaneous Melanoma and Survival Outcomes in a Population-Based Analysis: A SEER Collaboration.
Bailey CN, Martin BJ, Petkov VI, Schussler NC, Stevens JL, Bentler S, Cress RD, Doherty JA, Durbin EB, Gomez SL, Gonsalves L, Hernandez BY, Liu L, Morawski BM, Schymura MJ, Schwartz SM, Ward KC, Wiggins C, Wu XC, Goldberg MS, Siegel JJ, Cook RW, Covington KR, Kurley SJ. Bailey CN, et al. Among authors: schwartz sm. JCO Precis Oncol. 2023 Jun;7:e2300044. doi: 10.1200/PO.23.00044. JCO Precis Oncol. 2023. PMID: 37384864 Free PMC article.
A 13-gene signature prognostic of HPV-negative OSCC: discovery and external validation.
Lohavanichbutr P, Méndez E, Holsinger FC, Rue TC, Zhang Y, Houck J, Upton MP, Futran N, Schwartz SM, Wang P, Chen C. Lohavanichbutr P, et al. Among authors: schwartz sm. Clin Cancer Res. 2013 Mar 1;19(5):1197-203. doi: 10.1158/1078-0432.CCR-12-2647. Epub 2013 Jan 14. Clin Cancer Res. 2013. PMID: 23319825 Free PMC article.
841 results