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Development and validation of a deep learning-based approach to predict the Mayo endoscopic score of ulcerative colitis.
Qi J, Ruan G, Ping Y, Xiao Z, Liu K, Cheng Y, Liu R, Zhang B, Zhi M, Chen J, Xiao F, Zhao T, Li J, Zhang Z, Zou Y, Cao Q, Nian Y, Wei Y. Qi J, et al. Among authors: zou y. Therap Adv Gastroenterol. 2023 May 22;16:17562848231170945. doi: 10.1177/17562848231170945. eCollection 2023. Therap Adv Gastroenterol. 2023. PMID: 37251086 Free PMC article.
Test-time bi-directional adaptation between image and model for robust segmentation.
Huang X, Yang X, Dou H, Huang Y, Zhang L, Liu Z, Yan Z, Liu L, Zou Y, Hu X, Gao R, Zhang Y, Xiong Y, Xue W, Ni D. Huang X, et al. Among authors: zou y. Comput Methods Programs Biomed. 2023 May;233:107477. doi: 10.1016/j.cmpb.2023.107477. Epub 2023 Mar 14. Comput Methods Programs Biomed. 2023. PMID: 36972645
The microenvironment cell index is a novel indicator for the prognosis and therapeutic regimen selection of cancers.
Yang XY, Chen N, Wen Q, Zhou Y, Zhang T, Zhou J, Liang CH, Han LP, Wang XY, Kang QM, Zheng XX, Zhai XJ, Jiang HY, Shen TH, Xiao JW, Zou YX, Deng Y, Lin S, Duan JJ, Wang J, Yu SC. Yang XY, et al. Among authors: zou yx. J Transl Med. 2025 Jan 13;23(1):61. doi: 10.1186/s12967-024-05950-w. J Transl Med. 2025. PMID: 39806464 Free PMC article.
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