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Deep learning applied to two-dimensional color Doppler flow imaging ultrasound images significantly improves diagnostic performance in the classification of breast masses: a multicenter study.
Yu TF, He W, Gan CG, Zhao MC, Zhu Q, Zhang W, Wang H, Luo YK, Nie F, Yuan LJ, Wang Y, Guo YL, Yuan JJ, Ruan LT, Wang YC, Zhang RF, Zhang HX, Ning B, Song HM, Zheng S, Li Y, Guang Y. Yu TF, et al. Among authors: zhang rf, zhang w, zhang hx. Chin Med J (Engl). 2021 Jan 7;134(4):415-424. doi: 10.1097/CM9.0000000000001329. Chin Med J (Engl). 2021. PMID: 33617184 Free PMC article. Clinical Trial.
Safety findings after intravenous administration of sulfur hexafluoride microbubbles to 463,434 examinations at 24 centers.
Shang Y, Xie X, Luo Y, Nie F, Luo Y, Jing X, Liao J, Zheng R, Wu R, Luo X, Chen Z, Xu Y, Zhang R, Wang H, Yuan J, Zhang H, Zhu J, Zhang W, Ruan L, Yang M, Li Z, Luo H, Chen Q, Yan J, Tang C, Liu D, Fang K, Guo Y, He W. Shang Y, et al. Among authors: zhang r, zhang w, zhang h. Eur Radiol. 2023 Feb;33(2):988-995. doi: 10.1007/s00330-022-09108-4. Epub 2022 Oct 7. Eur Radiol. 2023. PMID: 36205769
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