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Data-analysis strategies for image-based cell profiling.
Caicedo JC, Cooper S, Heigwer F, Warchal S, Qiu P, Molnar C, Vasilevich AS, Barry JD, Bansal HS, Kraus O, Wawer M, Paavolainen L, Herrmann MD, Rohban M, Hung J, Hennig H, Concannon J, Smith I, Clemons PA, Singh S, Rees P, Horvath P, Linington RG, Carpenter AE. Caicedo JC, et al. Among authors: herrmann md. Nat Methods. 2017 Aug 31;14(9):849-863. doi: 10.1038/nmeth.4397. Nat Methods. 2017. PMID: 28858338 Free PMC article.
When products fail.
Herrmann M. Herrmann M. Nat Biotechnol. 2001 Jul;19 Suppl:BE37-8. doi: 10.1038/89418. Nat Biotechnol. 2001. PMID: 11433249 No abstract available.
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: herrmann md. 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.
National Cancer Institute Imaging Data Commons: Toward Transparency, Reproducibility, and Scalability in Imaging Artificial Intelligence.
Fedorov A, Longabaugh WJR, Pot D, Clunie DA, Pieper SD, Gibbs DL, Bridge C, Herrmann MD, Homeyer A, Lewis R, Aerts HJWL, Krishnaswamy D, Thiriveedhi VK, Ciausu C, Schacherer DP, Bontempi D, Pihl T, Wagner U, Farahani K, Kim E, Kikinis R. Fedorov A, et al. Among authors: herrmann md. Radiographics. 2023 Dec;43(12):e230180. doi: 10.1148/rg.230180. Radiographics. 2023. PMID: 37999984
Computational pathology in 2030: a Delphi study forecasting the role of AI in pathology within the next decade.
Berbís MA, McClintock DS, Bychkov A, Van der Laak J, Pantanowitz L, Lennerz JK, Cheng JY, Delahunt B, Egevad L, Eloy C, Farris AB 3rd, Fraggetta F, García Del Moral R, Hartman DJ, Herrmann MD, Hollemans E, Iczkowski KA, Karsan A, Kriegsmann M, Salama ME, Sinard JH, Tuthill JM, Williams B, Casado-Sánchez C, Sánchez-Turrión V, Luna A, Aneiros-Fernández J, Shen J. Berbís MA, et al. Among authors: herrmann md. EBioMedicine. 2023 Feb;88:104427. doi: 10.1016/j.ebiom.2022.104427. Epub 2023 Jan 4. EBioMedicine. 2023. PMID: 36603288 Free PMC article.
Volumetric Tissue Imaging of Surgical Tissue Specimens Using Micro-Computed Tomography: An Emerging Digital Pathology Modality for Nondestructive, Slide-Free Microscopy-Clinical Applications of Digital Pathology in 3 Dimensions.
Papazoglou AS, Karagiannidis E, Liatsos A, Bompoti A, Moysidis DV, Arvanitidis C, Tsolaki F, Tsagkaropoulos S, Theocharis S, Tagarakis G, Michaelson JS, Herrmann MD. Papazoglou AS, et al. Among authors: herrmann md. Am J Clin Pathol. 2023 Mar 13;159(3):242-254. doi: 10.1093/ajcp/aqac143. Am J Clin Pathol. 2023. PMID: 36478204
MITI minimum information guidelines for highly multiplexed tissue images.
Schapiro D, Yapp C, Sokolov A, Reynolds SM, Chen YA, Sudar D, Xie Y, Muhlich J, Arias-Camison R, Arena S, Taylor AJ, Nikolov M, Tyler M, Lin JR, Burlingame EA; Human Tumor Atlas Network; Chang YH, Farhi SL, Thorsson V, Venkatamohan N, Drewes JL, Pe'er D, Gutman DA, Herrmann MD, Gehlenborg N, Bankhead P, Roland JT, Herndon JM, Snyder MP, Angelo M, Nolan G, Swedlow JR, Schultz N, Merrick DT, Mazzili SA, Cerami E, Rodig SJ, Santagata S, Sorger PK. Schapiro D, et al. Among authors: herrmann md. Nat Methods. 2022 Mar;19(3):262-267. doi: 10.1038/s41592-022-01415-4. Nat Methods. 2022. PMID: 35277708 Free PMC article.
24 results