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Improved diagnosis of thyroid cancer aided with deep learning applied to sonographic text reports: a retrospective, multi-cohort, diagnostic study.
Zhang Q, Zhang S, Li J, Pan Y, Zhao J, Feng Y, Zhao Y, Wang X, Zheng Z, Yang X, Liu L, Qin C, Zhao K, Liu X, Li C, Zhang L, Yang C, Zhuo N, Zhang H, Liu J, Gao J, Di X, Meng F, Ji W, Yang M, Xin X, Wei X, Jin R, Zhang L, Wang X, Song F, Zheng X, Gao M, Chen K, Li X. Zhang Q, et al. Among authors: li c, li j, li x. Cancer Biol Med. 2021 Sep 7;19(5):733-41. doi: 10.20892/j.issn.2095-3941.2020.0509. Online ahead of print. Cancer Biol Med. 2021. PMID: 34491007 Free PMC article.
Diagnosis of thyroid cancer using deep convolutional neural network models applied to sonographic images: a retrospective, multicohort, diagnostic study.
Li X, Zhang S, Zhang Q, Wei X, Pan Y, Zhao J, Xin X, Qin C, Wang X, Li J, Yang F, Zhao Y, Yang M, Wang Q, Zheng Z, Zheng X, Yang X, Whitlow CT, Gurcan MN, Zhang L, Wang X, Pasche BC, Gao M, Zhang W, Chen K. Li X, et al. Among authors: li j. Lancet Oncol. 2019 Feb;20(2):193-201. doi: 10.1016/S1470-2045(18)30762-9. Epub 2018 Dec 21. Lancet Oncol. 2019. PMID: 30583848 Free PMC article.
Deep learning to diagnose Hashimoto's thyroiditis from sonographic images.
Zhang Q, Zhang S, Pan Y, Sun L, Li J, Qiao Y, Zhao J, Wang X, Feng Y, Zhao Y, Zheng Z, Yang X, Liu L, Qin C, Zhao K, Liu X, Li C, Zhang L, Yang C, Zhuo N, Zhang H, Liu J, Gao J, Di X, Meng F, Zhang L, Wang Y, Duan Y, Shen H, Li Y, Yang M, Yang Y, Xin X, Wei X, Zhou X, Jin R, Zhang L, Wang X, Song F, Zheng X, Gao M, Chen K, Li X. Zhang Q, et al. Among authors: li c, li y, li j, li x. Nat Commun. 2022 Jun 29;13(1):3759. doi: 10.1038/s41467-022-31449-3. Nat Commun. 2022. PMID: 35768466 Free PMC article.
Blood species identification based on deep learning analysis of Raman spectra.
Huang S, Wang P, Tian Y, Bai P, Chen D, Wang C, Chen J, Liu Z, Zheng J, Yao W, Li J, Gao J. Huang S, et al. Among authors: li j. Biomed Opt Express. 2019 Nov 6;10(12):6129-6144. doi: 10.1364/BOE.10.006129. eCollection 2019 Dec 1. Biomed Opt Express. 2019. PMID: 31853390 Free PMC article.
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