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Recommendations for Performance Evaluation of Machine Learning in Pathology: A Concept Paper From the College of American Pathologists.
Hanna MG, Olson NH, Zarella M, Dash RC, Herrmann MD, Furtado LV, Stram MN, Raciti PM, Hassell L, Mays A, Pantanowitz L, Sirintrapun JS, Krishnamurthy S, Parwani A, Lujan G, Evans A, Glassy EF, Bui MM, Singh R, Souers RJ, de Baca ME, Seheult JN. Hanna MG, et al. Among authors: de baca me. Arch Pathol Lab Med. 2023 Dec 2. doi: 10.5858/arpa.2023-0042-CP. Online ahead of print. Arch Pathol Lab Med. 2023. PMID: 38041522 Free article.
Diagnostic quality model (DQM): an integrated framework for the assessment of diagnostic quality when using AI/ML.
Lennerz JK, Salgado R, Kim GE, Sirintrapun SJ, Thierauf JC, Singh A, Indave I, Bard A, Weissinger SE, Heher YK, de Baca ME, Cree IA, Bennett S, Carobene A, Ozben T, Ritterhouse LL. Lennerz JK, et al. Among authors: de baca me. Clin Chem Lab Med. 2023 Jan 25;61(4):544-557. doi: 10.1515/cclm-2022-1151. Print 2023 Mar 28. Clin Chem Lab Med. 2023. PMID: 36696602 Free article.
Recommendations for the Use of in Silico Approaches for Next-Generation Sequencing Bioinformatic Pipeline Validation: A Joint Report of the Association for Molecular Pathology, Association for Pathology Informatics, and College of American Pathologists.
Duncavage EJ, Coleman JF, de Baca ME, Kadri S, Leon A, Routbort M, Roy S, Suarez CJ, Vanderbilt C, Zook JM. Duncavage EJ, et al. Among authors: de baca me. J Mol Diagn. 2023 Jan;25(1):3-16. doi: 10.1016/j.jmoldx.2022.09.007. Epub 2022 Oct 13. J Mol Diagn. 2023. PMID: 36244574 Free article. Review.
A Survey of LOINC Code Selection Practices Among Participants of the College of American Pathologists Coagulation (CGL) and Cardiac Markers (CRT) Proficiency Testing Programs.
Stram M, Seheult J, Sinard JH, Campbell WS, Carter AB, de Baca ME, Quinn AM, Luu HS; Members of the Informatics Committee, College of American Pathologists. Stram M, et al. Among authors: de baca me. Arch Pathol Lab Med. 2020 May;144(5):586-596. doi: 10.5858/arpa.2019-0276-OA. Epub 2019 Oct 11. Arch Pathol Lab Med. 2020. PMID: 31603714 Free article.
Bone Marrow Synoptic Reporting for Hematologic Neoplasms: Guideline From the College of American Pathologists Pathology and Laboratory Quality Center.
Sever C, Abbott CL, de Baca ME, Khoury JD, Perkins SL, Reichard KK, Taylor A, Terebelo HR, Colasacco C, Rumble RB, Thomas NE. Sever C, et al. Among authors: de baca me. Arch Pathol Lab Med. 2016 Sep;140(9):932-49. doi: 10.5858/arpa.2015-0450-SA. Epub 2016 Feb 23. Arch Pathol Lab Med. 2016. PMID: 26905483 Free article.
Ordo ab Chao: framework for an integrated disease report.
de Baca ME, Arnaout R, Brodsky V, Birdsong GG. de Baca ME, et al. Arch Pathol Lab Med. 2015 Feb;139(2):165-70. doi: 10.5858/arpa.2013-0561-CP. Arch Pathol Lab Med. 2015. PMID: 25611099 Free article.
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