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Radiologists with assistance of deep learning can achieve overall accuracy of benign-malignant differentiation of musculoskeletal tumors comparable with that of pre-surgical biopsies in the literature.
Zhao K, Zhu X, Zhang M, Xie Z, Yan X, Wu S, Liao P, Lu H, Shen W, Fu C, Cui H, He C, Fang Q, Mei J. Zhao K, et al. Among authors: yan x. Int J Comput Assist Radiol Surg. 2023 Aug;18(8):1451-1458. doi: 10.1007/s11548-023-02838-w. Epub 2023 Jan 18. Int J Comput Assist Radiol Surg. 2023. PMID: 36653517
High-performance presurgical differentiation of glioblastoma and metastasis by means of multiparametric neurite orientation dispersion and density imaging (NODDI) radiomics.
Bai J, He M, Gao E, Yang G, Zhang C, Yang H, Dong J, Ma X, Gao Y, Zhang H, Yan X, Zhang Y, Cheng J, Zhao G. Bai J, et al. Among authors: yan x. Eur Radiol. 2024 Oct;34(10):6616-6628. doi: 10.1007/s00330-024-10686-8. Epub 2024 Mar 15. Eur Radiol. 2024. PMID: 38485749 Free PMC article.
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