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Generalizable biomarker prediction from cancer pathology slides with self-supervised deep learning: A retrospective multi-centric study.
Niehues JM, Quirke P, West NP, Grabsch HI, van Treeck M, Schirris Y, Veldhuizen GP, Hutchins GGA, Richman SD, Foersch S, Brinker TJ, Fukuoka J, Bychkov A, Uegami W, Truhn D, Brenner H, Brobeil A, Hoffmeister M, Kather JN. Niehues JM, et al. Among authors: bychkov a. Cell Rep Med. 2023 Apr 18;4(4):100980. doi: 10.1016/j.xcrm.2023.100980. Epub 2023 Mar 22. Cell Rep Med. 2023. PMID: 36958327 Free PMC article.
Artificial Intelligence-Based Tool for Tumor Detection and Quantitative Tissue Analysis in Colorectal Specimens.
Griem J, Eich ML, Schallenberg S, Pryalukhin A, Bychkov A, Fukuoka J, Zayats V, Hulla W, Munkhdelger J, Seper A, Tsvetkov T, Mukhopadhyay A, Sanner A, Stieber J, Fuchs M, Babendererde N, Schömig-Markiefka B, Klein S, Buettner R, Quaas A, Tolkach Y. Griem J, et al. Among authors: bychkov a. Mod Pathol. 2023 Dec;36(12):100327. doi: 10.1016/j.modpat.2023.100327. Epub 2023 Sep 6. Mod Pathol. 2023. PMID: 37683932 Free article.
Fast-Track Development and Multi-Institutional Clinical Validation of an Artificial Intelligence Algorithm for Detection of Lymph Node Metastasis in Colorectal Cancer.
Giammanco A, Bychkov A, Schallenberg S, Tsvetkov T, Fukuoka J, Pryalukhin A, Mairinger F, Seper A, Hulla W, Klein S, Quaas A, Büttner R, Tolkach Y. Giammanco A, et al. Among authors: bychkov a. Mod Pathol. 2024 Jun;37(6):100496. doi: 10.1016/j.modpat.2024.100496. Epub 2024 Apr 16. Mod Pathol. 2024. PMID: 38636778 Free article.
Next-generation lung cancer pathology: Development and validation of diagnostic and prognostic algorithms.
Kludt C, Wang Y, Ahmad W, Bychkov A, Fukuoka J, Gaisa N, Kühnel M, Jonigk D, Pryalukhin A, Mairinger F, Klein F, Schultheis AM, Seper A, Hulla W, Brägelmann J, Michels S, Klein S, Quaas A, Büttner R, Tolkach Y. Kludt C, et al. Among authors: bychkov a. Cell Rep Med. 2024 Sep 17;5(9):101697. doi: 10.1016/j.xcrm.2024.101697. Epub 2024 Aug 22. Cell Rep Med. 2024. PMID: 39178857 Free PMC article.
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: bychkov a. EBioMedicine. 2023 Feb;88:104427. doi: 10.1016/j.ebiom.2022.104427. Epub 2023 Jan 4. EBioMedicine. 2023. PMID: 36603288 Free PMC article.
How many more slides to go until we fully adopt digital cytology?
Eloy C, Bychkov A, Fraggetta F, Temprana-Salvador J, Pantanowitz L, Vielh P. Eloy C, et al. Among authors: bychkov a. Cytopathology. 2024 Jul;35(4):442-443. doi: 10.1111/cyt.13388. Epub 2024 May 12. Cytopathology. 2024. PMID: 38736173 No abstract available.
GrandQC: A comprehensive solution to quality control problem in digital pathology.
Weng Z, Seper A, Pryalukhin A, Mairinger F, Wickenhauser C, Bauer M, Glamann L, Bläker H, Lingscheidt T, Hulla W, Jonigk D, Schallenberg S, Bychkov A, Fukuoka J, Braun M, Schömig-Markiefka B, Klein S, Thiel A, Bozek K, Netto GJ, Quaas A, Büttner R, Tolkach Y. Weng Z, et al. Among authors: bychkov a. Nat Commun. 2024 Dec 16;15(1):10685. doi: 10.1038/s41467-024-54769-y. Nat Commun. 2024. PMID: 39681557 Free PMC article.
167 results