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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: wen s. 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.
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: wen s. 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
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: wen s. 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: wen s. 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.
4,851 results