Multiparametric MRI radiomics in prostate cancer for predicting Ki-67 expression and Gleason score: a multicenter retrospective study

被引：0
|
作者：
Chuan Zhou
Yun-Feng Zhang
Sheng Guo
Dong Wang
Hao-Xuan Lv
Xiao-Ni Qiao
Rong Wang
De-Hui Chang
Li-Ming Zhao
Feng-Hai Zhou
机构：
[1] The First Clinical Medical College of Lanzhou University,Department of Urology
[2] The First Clinical Medical College of Gansu University of Chinese Medicine,Department of Nuclear Medicine
[3] Gansu Provincial Hospital,Department of Information Management
[4] Gansu Provincial Hospital,Department of Urology
[5] Gansu Provincial Hospital,Department of Urology
[6] The 940 Hospital of Joint Logistics Support Force of Chinese PLA,undefined
[7] Second People’s Hospital of Gansu Province,undefined
来源：
Discover Oncology | / 14卷
关键词：
Prostate cancer; Magnetic resonance imaging (MRI); Ki-67; Gleason score; Radiomics; Machine learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [21] Prediction of Ki-67 expression in bladder cancer based on CT radiomics nomogram
    Feng, Shengxing
    Zhou, Dongsheng
    Li, Yueming
    Yuan, Runqiang
    Kong, Jie
    Jiang, Feng
    Chen, Weitian
    Zhang, Lijie
    Gong, Mancheng
    FRONTIERS IN ONCOLOGY, 2024, 14
  • [22] Intratumoral and peritumoral radiomics model based on abdominal ultrasound for predicting Ki-67 expression in patients with hepatocellular cancer
    Qian, Hongwei
    Shen, Zhihong
    Zhou, Difan
    Huang, Yanhua
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [23] Radiomic signatures based on multiparametric MR images for predicting Ki-67 index expression in medulloblastoma
    Zhou, Lili
    Peng, Hong
    Ji, Qiang
    Li, Bo
    Pan, Lexin
    Chen, Feng
    Jiao, Zishan
    Wang, Yali
    Huang, Mengqian
    Liu, Gaifen
    Liu, Yaou
    Li, Wenbin
    ANNALS OF TRANSLATIONAL MEDICINE, 2021, 9 (22)
  • [24] The role of MRI in predicting Ki-67 in breast cancer: preliminary results from a prospective study
    Caiazzo, Corrado
    Di Micco, Rosa
    Esposito, Emanuela
    Sollazzo, Viviana
    Cervotti, Maria
    Varelli, Carlo
    Forestieri, Pietro
    Limite, Gennaro
    TUMORI JOURNAL, 2018, 104 (06): : 438 - 443
  • [25] Virtual monoenergetic imaging predicting Ki-67 expression in lung cancer
    Peipei Dou
    Hengliang Zhao
    Dan Zhong
    Yingliang Hu
    Bin Liu
    Haiyan Zhang
    Aihong Cao
    Scientific Reports, 13
  • [26] Virtual monoenergetic imaging predicting Ki-67 expression in lung cancer
    Dou, Peipei
    Zhao, Hengliang
    Zhong, Dan
    Hu, Yingliang
    Liu, Bin
    Zhang, Haiyan
    Cao, Aihong
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [27] Significance of p53 and ki-67 expression in prostate cancer
    Verma, Renuka
    Gupta, Veena
    Singh, Jagjeet
    Verma, Monica
    Gupta, Gopal
    Gupta, Sumiti
    Sen, Rajeev
    Ralli, Megha
    UROLOGY ANNALS, 2015, 7 (04) : 488 - 493
  • [28] Ki-67 and PCNA expression in prostate cancer and benign prostatic hyperplasia
    Zhong, Weide
    Peng, Jinyu
    He, HuiChan
    Wu, Dinglan
    Han, ZhaoDong
    Bi, XueCheng
    Dai, QiShan
    CLINICAL AND INVESTIGATIVE MEDICINE, 2008, 31 (01): : E8 - E15
  • [29] Preoperative Prediction of Ki-67 Status in Breast Cancer with Multiparametric MRI Using Transfer Learning
    Liu, Weixiao
    Cheng, Yulin
    Liu, Zaiyi
    Liu, Chunling
    Cattell, Renee
    Xie, Xinyan
    Wang, Yingyi
    Yang, Xiaojun
    Ye, Weitao
    Liang, Cuishan
    Li, Jiao
    Gao, Ying
    Huang, Chuan
    Liang, Changhong
    ACADEMIC RADIOLOGY, 2021, 28 (02) : E44 - E53
  • [30] Ki-67 expression in early prostate cancer and associated pathological lesions
    Feneley, MR
    Young, MPA
    Chinyama, C
    Kirby, RS
    Parkinson, MC
    JOURNAL OF CLINICAL PATHOLOGY, 1996, 49 (09) : 741 - 748
12345