Prediction of clinically significant prostate cancer using radiomics models in real-world clinical practice: a retrospective multicenter study

被引:0
|
作者
Jie Bao
Xiaomeng Qiao
Yang Song
Yueting Su
Libiao Ji
Junkang Shen
Guang Yang
Hailin Shen
Ximing Wang
Chunhong Hu
机构
[1] The First Affiliated Hospital of Soochow University,Department of Radiology
[2] Siemens Healthineers,Scientific Marketing
[3] The People’s Hospital of Taizhou,Department of Radiology
[4] Changshu NO.1 People’s Hospital,Department of Radiology
[5] The Second Affiliated Hospital of Soochow University,Department of Radiology
[6] East China Normal University,Shanghai Key Laboratory of Magnetic Resonance
[7] Suzhou Kowloon Hospital,Department of Radiology
[8] Shanghai Jiaotong University School of Medicine,undefined
来源
关键词
Neoplasms, Prostatic, Magnetic resonance imaging, Random forest, Retrospective study;
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
  • [1] Prediction of clinically significant prostate cancer using radiomics models in real-world clinical practice: a retrospective multicenter study
    Bao, Jie
    Qiao, Xiaomeng
    Song, Yang
    Su, Yueting
    Ji, Libiao
    Shen, Junkang
    Yang, Guang
    Shen, Hailin
    Wang, Ximing
    Hu, Chunhong
    INSIGHTS INTO IMAGING, 2024, 15 (01)
  • [2] Effectiveness and safety of nivolumab in patients with head and neck cancer in Japanese real-world clinical practice: a multicenter retrospective clinical study
    Nobuhiro Hanai
    Yasushi Shimizu
    Shin Kariya
    Ryuji Yasumatsu
    Tomoya Yokota
    Takashi Fujii
    Kiyoaki Tsukahara
    Masafumi Yoshida
    Kenji Hanyu
    Tsutomu Ueda
    Hitoshi Hirakawa
    Shunji Takahashi
    Takeharu Ono
    Daisuke Sano
    Moriyasu Yamauchi
    Akihito Watanabe
    Koichi Omori
    Tomoko Yamazaki
    Nobuya Monden
    Naomi Kudo
    Makoto Arai
    Daiju Sakurai
    Takahiro Asakage
    Issei Doi
    Takayuki Yamada
    Akihiro Homma
    International Journal of Clinical Oncology, 2021, 26 : 494 - 506
  • [3] Effectiveness and safety of nivolumab in patients with head and neck cancer in Japanese real-world clinical practice: a multicenter retrospective clinical study
    Hanai, Nobuhiro
    Shimizu, Yasushi
    Kariya, Shin
    Yasumatsu, Ryuji
    Yokota, Tomoya
    Fujii, Takashi
    Tsukahara, Kiyoaki
    Yoshida, Masafumi
    Hanyu, Kenji
    Ueda, Tsutomu
    Hirakawa, Hitoshi
    Takahashi, Shunji
    Ono, Takeharu
    Sano, Daisuke
    Yamauchi, Moriyasu
    Watanabe, Akihito
    Omori, Koichi
    Yamazaki, Tomoko
    Monden, Nobuya
    Kudo, Naomi
    Arai, Makoto
    Sakurai, Daiju
    Asakage, Takahiro
    Doi, Issei
    Yamada, Takayuki
    Homma, Akihiro
    INTERNATIONAL JOURNAL OF CLINICAL ONCOLOGY, 2021, 26 (03) : 494 - 506
  • [4] Quality of Multicenter Studies Using MRI Radiomics for Diagnosing Clinically Significant Prostate Cancer: A Systematic Review
    Bleker, Jeroen
    Kwee, Thomas C.
    Yakar, Derya
    LIFE-BASEL, 2022, 12 (07):
  • [5] Prediction of clinically significant prostate cancer using polygenic risk models in Asians
    Song, Sang Hun
    Kim, Eunae
    Woo, Eunjin
    Kwon, Eunkyung
    Yoon, Sungroh
    Kim, Jung Kwon
    Lee, Hakmin
    Oh, Jong Jin
    Lee, Sangchul
    Hong, Sung Kyu
    Byun, Seok-Soo
    INVESTIGATIVE AND CLINICAL UROLOGY, 2022, 63 (01) : 42 - 52
  • [6] Detection of Prostate Cancer Using Biparametric Prostate MRI, Radiomics, and Kallikreins: A Retrospective Multicenter Study of Men With a Clinical Suspicion of Prostate Cancer
    Montoya Perez, Ileana
    Merisaari, Harri
    Jambor, Ivan
    Ettala, Otto
    Taimen, Pekka
    Knaapila, Juha
    Kekki, Henna
    Khan, Ferdhos L.
    Syrjala, Elise
    Steiner, Aida
    Syvanen, Kari T.
    Verho, Janne
    Seppanen, Marjo
    Rannikko, Antti
    Riikonen, Jarno
    Mirtti, Tuomas
    Lamminen, Tarja
    Saunavaara, Jani
    Falagario, Ugo
    Martini, Alberto
    Pahikkala, Tapio
    Pettersson, Kim
    Bostrom, Peter J.
    Aronen, Hannu J.
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2022, 55 (02) : 465 - 477
  • [7] A multicenter retrospective study on evaluation of predicative factors for positive biopsy of prostate cancer in real-world setting
    Xu, Ben
    Li, Gonghui
    Kong, Chuize
    Chen, Ming
    Hu, Bin
    Jiang, Qing
    Li, Ningchen
    Zhou, Liqun
    CURRENT MEDICAL RESEARCH AND OPINION, 2021, 37 (09) : 1617 - 1625
  • [8] Real-world data on severe lung cancer: a multicenter retrospective study
    Wang, Fei
    Xie, Xiaohong
    Wang, Liqiang
    Deng, Haiyi
    Wang, Qian
    Qi, Min
    Guo, Min
    Chen, Juan
    Zhou, Maolin
    Sun, Ni
    Li, Ru
    Yang, Yilin
    He, Zuer
    Lin, Xinqing
    Liu, Ming
    Wu, Di
    Sun, Gengyun
    Zhou, Chengzhi
    TRANSLATIONAL LUNG CANCER RESEARCH, 2023, 12 (03) : 460 - +
  • [9] Prediction of clinically significant prostate cancer with a multimodal MRI-based radiomics nomogram
    Jing, Guodong
    Xing, Pengyi
    Li, Zhihui
    Ma, Xiaolu
    Lu, Haidi
    Shao, Chengwei
    Lu, Yong
    Lu, Jianping
    Shen, Fu
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [10] Development and validation of a clinical-radiomics model for prediction of prostate cancer: a multicenter study
    Huang, Jiaqi
    He, Chang
    Xu, Peirong
    Song, Bin
    Zhao, Hainan
    Yin, Bingde
    He, Minke
    Lu, Xuwei
    Wu, Jiawen
    Wang, Hang
    WORLD JOURNAL OF UROLOGY, 2024, 42 (01)