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Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning.
Jiang YQ, Cao SE, Cao S, Chen JN, Wang GY, Shi WQ, Deng YN, Cheng N, Ma K, Zeng KN, Yan XJ, Yang HZ, Huan WJ, Tang WM, Zheng Y, Shao CK, Wang J, Yang Y, Chen GH. Jiang YQ, et al. Among authors: zheng y. J Cancer Res Clin Oncol. 2021 Mar;147(3):821-833. doi: 10.1007/s00432-020-03366-9. Epub 2020 Aug 27. J Cancer Res Clin Oncol. 2021. PMID: 32852634 Free PMC article.
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging.
Xiong Z, Xia Q, Hu Z, Huang N, Bian C, Zheng Y, Vesal S, Ravikumar N, Maier A, Yang X, Heng PA, Ni D, Li C, Tong Q, Si W, Puybareau E, Khoudli Y, Géraud T, Chen C, Bai W, Rueckert D, Xu L, Zhuang X, Luo X, Jia S, Sermesant M, Liu Y, Wang K, Borra D, Masci A, Corsi C, de Vente C, Veta M, Karim R, Preetha CJ, Engelhardt S, Qiao M, Wang Y, Tao Q, Nuñez-Garcia M, Camara O, Savioli N, Lamata P, Zhao J. Xiong Z, et al. Among authors: zheng y. Med Image Anal. 2021 Jan;67:101832. doi: 10.1016/j.media.2020.101832. Epub 2020 Oct 16. Med Image Anal. 2021. PMID: 33166776 Free article.
Pairwise learning for medical image segmentation.
Wang R, Cao S, Ma K, Zheng Y, Meng D. Wang R, et al. Among authors: zheng y. Med Image Anal. 2021 Jan;67:101876. doi: 10.1016/j.media.2020.101876. Epub 2020 Oct 17. Med Image Anal. 2021. PMID: 33197863
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