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Single reader between-cases AUC estimator with nested data.
Du H, Wen S, Guo Y, Jin F, Gallas BD. Du H, et al. Among authors: gallas bd. Stat Methods Med Res. 2022 Nov;31(11):2069-2086. doi: 10.1177/09622802221111539. Epub 2022 Jul 5. Stat Methods Med Res. 2022. PMID: 35790462
A Pathologist-Annotated Dataset for Validating Artificial Intelligence: A Project Description and Pilot Study.
Dudgeon SN, Wen S, Hanna MG, Gupta R, Amgad M, Sheth M, Marble H, Huang R, Herrmann MD, Szu CH, Tong D, Werness B, Szu E, Larsimont D, Madabhushi A, Hytopoulos E, Chen W, Singh R, Hart SN, Sharma A, Saltz J, Salgado R, Gallas BD. Dudgeon SN, et al. Among authors: gallas bd. J Pathol Inform. 2021 Nov 15;12:45. doi: 10.4103/jpi.jpi_83_20. eCollection 2021. J Pathol Inform. 2021. PMID: 34881099 Free PMC article.
Pilot study to evaluate tools to collect pathologist annotations for validating machine learning algorithms.
Elfer K, Dudgeon S, Garcia V, Blenman K, Hytopoulos E, Wen S, Li X, Ly A, Werness B, Sheth MS, Amgad M, Gupta R, Saltz J, Hanna MG, Ehinger A, Peeters D, Salgado R, Gallas BD. Elfer K, et al. Among authors: gallas bd. J Med Imaging (Bellingham). 2022 Jul;9(4):047501. doi: 10.1117/1.JMI.9.4.047501. Epub 2022 Jul 27. J Med Imaging (Bellingham). 2022. PMID: 35911208 Free PMC article.
Reproducible Reporting of the Collection and Evaluation of Annotations for Artificial Intelligence Models.
Elfer K, Gardecki E, Garcia V, Ly A, Hytopoulos E, Wen S, Hanna MG, Peeters DJE, Saltz J, Ehinger A, Dudgeon SN, Li X, Blenman KRM, Chen W, Green U, Birmingham R, Pan T, Lennerz JK, Salgado R, Gallas BD. Elfer K, et al. Among authors: gallas bd. Mod Pathol. 2024 Apr;37(4):100439. doi: 10.1016/j.modpat.2024.100439. Epub 2024 Jan 28. Mod Pathol. 2024. PMID: 38286221 Free article.
Reader studies for validation of CAD systems.
Gallas BD, Brown DG. Gallas BD, et al. Neural Netw. 2008 Mar-Apr;21(2-3):387-97. doi: 10.1016/j.neunet.2007.12.013. Epub 2007 Dec 23. Neural Netw. 2008. PMID: 18215501
On the assessment of the added value of new predictive biomarkers.
Chen W, Samuelson FW, Gallas BD, Kang L, Sahiner B, Petrick N. Chen W, et al. Among authors: gallas bd. BMC Med Res Methodol. 2013 Jul 29;13:98. doi: 10.1186/1471-2288-13-98. BMC Med Res Methodol. 2013. PMID: 23895587 Free PMC article.
Multireader multicase variance analysis for binary data.
Gallas BD, Pennello GA, Myers KJ. Gallas BD, et al. J Opt Soc Am A Opt Image Sci Vis. 2007 Dec;24(12):B70-80. doi: 10.1364/josaa.24.000b70. J Opt Soc Am A Opt Image Sci Vis. 2007. PMID: 18059916
56 results