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Adaption and National Validation of a Tool for Predicting Mortality from Other Causes Among Men with Nonmetastatic Prostate Cancer.
Justice AC, Tate JP, Howland F, Gaziano JM, Kelley MJ, McMahon B, Haiman C, Wadia R, Madduri R, Danciu I, Leppert JT, Leapman MS, Thurtle D, Gnanapragasam VJ. Justice AC, et al. Among authors: danciu i. Eur Urol Oncol. 2024 Jan 2:S2588-9311(23)00289-4. doi: 10.1016/j.euo.2023.11.023. Online ahead of print. Eur Urol Oncol. 2024. PMID: 38171965
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: danciu i. 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.
Effect of image resolution on automated classification of chest X-rays.
Haque MIU, Dubey AK, Danciu I, Justice AC, Ovchinnikova OS, Hinkle JD. Haque MIU, et al. Among authors: danciu i. J Med Imaging (Bellingham). 2023 Jul;10(4):044503. doi: 10.1117/1.JMI.10.4.044503. Epub 2023 Aug 4. J Med Imaging (Bellingham). 2023. PMID: 37547812
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: danciu i. 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.
Pharmacoepidemiology, Machine Learning, and COVID-19: An Intent-to-Treat Analysis of Hydroxychloroquine, With or Without Azithromycin, and COVID-19 Outcomes Among Hospitalized US Veterans.
Gerlovin H, Posner DC, Ho YL, Rentsch CT, Tate JP, King JT, Kurgansky KE, Danciu I, Costa L, Linares FA, Goethert ID, Jacobson DA, Freiberg MS, Begoli E, Muralidhar S, Ramoni RB, Tourassi G, Gaziano JM, Justice AC, Gagnon DR, Cho K. Gerlovin H, et al. Among authors: danciu i. Am J Epidemiol. 2021 Nov 2;190(11):2405-2419. doi: 10.1093/aje/kwab183. Am J Epidemiol. 2021. PMID: 34165150 Free PMC article.
37 results