Gumuyang Zhang
Peking Union Medical College Hospital
41 Papers
10 Citations
Gumuyang Zhang is an academic researcher from Peking Union Medical College Hospital. The author has contributed to research in topics: Medicine & Internal medicine. The author has an hindex of 9, co-authored 18 publications.
Chat about Author
Papers
Comparison of biparametric and multiparametric MRI in the diagnosis of prostate cancer
Lili Xu,Gumuyang Zhang,Bing Shi,Yanhan Liu,Tingting Zou,Weigang Yan,Yu Xiao,Huadan Xue,Feng Feng,Jing Lei,Zhengyu Jin,Hao Sun +11 more
TL;DR: The diagnostic accuracy of bpMRI is comparable with that of mpMRI in the detection of PCa and the identification of csPCa, and the application value of dynamic contrast-enhanced (DCE) MRI in prostate imaging is explored.
Multiparametric MRI-Based Radiomics for Prostate Cancer Screening With PSA in 4-10 ng/mL to Reduce Unnecessary Biopsies.
Yafei Qi,Shuaitong Zhang,Jingwei Wei,Gumuyang Zhang,Jing Lei,Weigang Yan,Yu Xiao,Shuang Yan,Huadan Xue,Feng Feng,Hao Sun,Jie Tian,Jie Tian,Zhengyu Jin +13 more
TL;DR: Whether men with a prostate‐specific antigen (PSA) level of 4–10 ng/mL should be recommended for a biopsy is clinically challenging.
67
CT-based radiomics to predict the pathological grade of bladder cancer.
TL;DR: CT-based radiomics model can differentiate high-grade from low-grade BCa with a fairly good diagnostic performance and might become an important addition to biopsy.
54
Deep Learning on Enhanced CT Images Can Predict the Muscular Invasiveness of Bladder Cancer.
Gumuyang Zhang,Zhe Wu,Lili Xu,Xiaoxiao Zhang,Daming Zhang,Li Mao,Xiuli Li,Yu Xiao,Jun Guo,Zhigang Ji,Hao Sun,Zhengyu Jin +11 more
TL;DR: The proposed DL model based on CT images exhibited relatively good prediction ability of muscle-invasive status ofBCa preoperatively, which may improve individual treatment of BCa.
Prospective prediction of the major component of urinary stone composition with dual-source dual-energy CT in vivo.
TL;DR: DSDECT could accurately predict the major component of urinary calculi and detect uric acid, cysteine, and calcium oxalate with a satisfactory accuracy.
33