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A multimodal generative AI copilot for human pathology.
Lu MY, Chen B, Williamson DFK, Chen RJ, Zhao M, Chow AK, Ikemura K, Kim A, Pouli D, Patel A, Soliman A, Chen C, Ding T, Wang JJ, Gerber G, Liang I, Le LP, Parwani AV, Weishaupt LL, Mahmood F. Lu MY, et al. Among authors: zhao m. Nature. 2024 Oct;634(8033):466-473. doi: 10.1038/s41586-024-07618-3. Epub 2024 Jun 12. Nature. 2024. PMID: 38866050 Free PMC article.
Histopathology images predict multi-omics aberrations and prognoses in colorectal cancer patients.
Tsai PC, Lee TH, Kuo KC, Su FY, Lee TM, Marostica E, Ugai T, Zhao M, Lau MC, Väyrynen JP, Giannakis M, Takashima Y, Kahaki SM, Wu K, Song M, Meyerhardt JA, Chan AT, Chiang JH, Nowak J, Ogino S, Yu KH. Tsai PC, et al. Among authors: zhao m. Nat Commun. 2023 Apr 13;14(1):2102. doi: 10.1038/s41467-023-37179-4. Nat Commun. 2023. PMID: 37055393 Free PMC article.
Bayesian risk prediction model for colorectal cancer mortality through integration of clinicopathologic and genomic data.
Zhao M, Lau MC, Haruki K, Väyrynen JP, Gurjao C, Väyrynen SA, Dias Costa A, Borowsky J, Fujiyoshi K, Arima K, Hamada T, Lennerz JK, Fuchs CS, Nishihara R, Chan AT, Ng K, Zhang X, Meyerhardt JA, Song M, Wang M, Giannakis M, Nowak JA, Yu KH, Ugai T, Ogino S. Zhao M, et al. NPJ Precis Oncol. 2023 Jun 10;7(1):57. doi: 10.1038/s41698-023-00406-8. NPJ Precis Oncol. 2023. PMID: 37301916 Free PMC article.
Appendectomy and Long-term Colorectal Cancer Incidence, Overall and by Tumor Fusobacterium nucleatum Status.
Kawamura H, Ugai T, Takashima Y, Okadome K, Shimizu T, Mima K, Akimoto N, Haruki K, Arima K, Zhao M, Väyrynen JP, Wu K, Zhang X, Ng K, Nowak JA, Meyerhardt JA, Giovannucci EL, Giannakis M, Chan AT, Huttenhower C, Garrett WS, Song M, Ogino S. Kawamura H, et al. Among authors: zhao m. Ann Surg. 2024 May 6:10.1097/SLA.0000000000006315. doi: 10.1097/SLA.0000000000006315. Online ahead of print. Ann Surg. 2024. PMID: 38708875
Prognostic Significance of Immune Cell Populations Identified by Machine Learning in Colorectal Cancer Using Routine Hematoxylin and Eosin-Stained Sections.
Väyrynen JP, Lau MC, Haruki K, Väyrynen SA, Dias Costa A, Borowsky J, Zhao M, Fujiyoshi K, Arima K, Twombly TS, Kishikawa J, Gu S, Aminmozaffari S, Shi S, Baba Y, Akimoto N, Ugai T, Da Silva A, Song M, Wu K, Chan AT, Nishihara R, Fuchs CS, Meyerhardt JA, Giannakis M, Ogino S, Nowak JA. Väyrynen JP, et al. Among authors: zhao m. Clin Cancer Res. 2020 Aug 15;26(16):4326-4338. doi: 10.1158/1078-0432.CCR-20-0071. Epub 2020 May 21. Clin Cancer Res. 2020. PMID: 32439699 Free PMC article.
Tumor Long Interspersed Nucleotide Element-1 (LINE-1) Hypomethylation in Relation to Age of Colorectal Cancer Diagnosis and Prognosis.
Akimoto N, Zhao M, Ugai T, Zhong R, Lau MC, Fujiyoshi K, Kishikawa J, Haruki K, Arima K, Twombly TS, Zhang X, Giovannucci EL, Wu K, Song M, Chan AT, Cao Y, Meyerhardt JA, Ng K, Giannakis M, Väyrynen JP, Nowak JA, Ogino S. Akimoto N, et al. Among authors: zhao m. Cancers (Basel). 2021 Apr 22;13(9):2016. doi: 10.3390/cancers13092016. Cancers (Basel). 2021. PMID: 33922024 Free PMC article.
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