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Neuropathologist-level integrated classification of adult-type diffuse gliomas using deep learning from whole-slide pathological images.
Wang W, Zhao Y, Teng L, Yan J, Guo Y, Qiu Y, Ji Y, Yu B, Pei D, Duan W, Wang M, Wang L, Duan J, Sun Q, Wang S, Duan H, Sun C, Guo Y, Luo L, Guo Z, Guan F, Wang Z, Xing A, Liu Z, Zhang H, Cui L, Zhang L, Jiang G, Yan D, Liu X, Zheng H, Liang D, Li W, Li ZC, Zhang Z. Wang W, et al. Among authors: yan j, yan d. Nat Commun. 2023 Oct 11;14(1):6359. doi: 10.1038/s41467-023-41195-9. Nat Commun. 2023. PMID: 37821431 Free PMC article.
Radiomic Features From Multi-Parameter MRI Combined With Clinical Parameters Predict Molecular Subgroups in Patients With Medulloblastoma.
Yan J, Liu L, Wang W, Zhao Y, Li KK, Li K, Wang L, Yuan B, Geng H, Zhang S, Liu Z, Duan W, Zhan Y, Pei D, Zhao H, Sun T, Sun C, Wang W, Hong X, Wang X, Guo Y, Li W, Cheng J, Liu X, Ng HK, Li Z, Zhang Z. Yan J, et al. Front Oncol. 2020 Oct 2;10:558162. doi: 10.3389/fonc.2020.558162. eCollection 2020. Front Oncol. 2020. PMID: 33117690 Free PMC article.
Deep learning features from diffusion tensor imaging improve glioma stratification and identify risk groups with distinct molecular pathway activities.
Yan J, Zhao Y, Chen Y, Wang W, Duan W, Wang L, Zhang S, Ding T, Liu L, Sun Q, Pei D, Zhan Y, Zhao H, Sun T, Sun C, Wang W, Liu Z, Hong X, Wang X, Guo Y, Li W, Cheng J, Liu X, Lv X, Li ZC, Zhang Z. Yan J, et al. EBioMedicine. 2021 Oct;72:103583. doi: 10.1016/j.ebiom.2021.103583. Epub 2021 Sep 24. EBioMedicine. 2021. PMID: 34563923 Free PMC article. Clinical Trial.
Predicting 1p/19q co-deletion status from magnetic resonance imaging using deep learning in adult-type diffuse lower-grade gliomas: a discovery and validation study.
Yan J, Zhang S, Sun Q, Wang W, Duan W, Wang L, Ding T, Pei D, Sun C, Wang W, Liu Z, Hong X, Wang X, Guo Y, Li W, Cheng J, Liu X, Li ZC, Zhang Z. Yan J, et al. Lab Invest. 2022 Feb;102(2):154-159. doi: 10.1038/s41374-021-00692-5. Epub 2021 Nov 15. Lab Invest. 2022. PMID: 34782727 Free article.
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