CT-based radiomics and machine learning for the prediction of myocardial ischemia: Toward increasing quantification

被引：6
|
作者：
Lin, Andrew [1 ]
Dey, Damini [1 ]
机构：
[1] Cedars Sinai Med Ctr, Biomed Imaging Res Inst, 116 N Robertson Blvd, Los Angeles, CA 90048 USA
来源：
JOURNAL OF NUCLEAR CARDIOLOGY | 2022年 / 29卷 / 01期
关键词：
COMPUTED-TOMOGRAPHY; ANGIOGRAPHY; PERFUSION;
D O I：
10.1007/s12350-020-02261-7
中图分类号：
R5 [内科学];
学科分类号：
1002 ; 100201 ;
摘要：
引用
收藏
页码：275 / 277
页数：3
相关论文
共 50 条
  • [31] CT-based radiomics analysis of different machine learning models for differentiating gnathic fibrous dysplasia and ossifying fibroma
    Zhang, Ao-bo
    Zhao, Jun-ru
    Wang, Shuo
    Xue, Jiang
    Zhang, Jian-yun
    Sun, Zhi-peng
    Sun, Li-sha
    Li, Tie-jun
    ORAL DISEASES, 2024, 30 (08) : 5243 - 5254
  • [32] CT-based machine learning radiomics predicts CCR5 expression level and survival in ovarian cancer
    Wan, Sheng
    Zhou, Tianfan
    Che, Ronghua
    Li, Ying
    Peng, Jing
    Wu, Yuelin
    Gu, Shengyi
    Cheng, Jiejun
    Hua, Xiaolin
    JOURNAL OF OVARIAN RESEARCH, 2023, 16 (01)
  • [33] Comment on“CT-based radiomics of machine-learning to screen high-risk individuals with kidney stones”
    Shuangying Zhang
    Hao Xu
    Yuxuan Song
    Urolithiasis, 53 (1)
  • [34] CT-based machine learning radiomics predicts CCR5 expression level and survival in ovarian cancer
    Sheng Wan
    Tianfan Zhou
    Ronghua Che
    Ying Li
    Jing Peng
    Yuelin Wu
    Shengyi Gu
    Jiejun Cheng
    Xiaolin Hua
    Journal of Ovarian Research, 16
  • [35] CT-based radiomics for prediction of therapeutic response to Everolimus in metastatic neuroendocrine tumors
    Damiano Caruso
    Michela Polici
    Maria Rinzivillo
    Marta Zerunian
    Ilaria Nacci
    Matteo Marasco
    Ludovica Magi
    Mariarita Tarallo
    Simona Gargiulo
    Elsa Iannicelli
    Bruno Annibale
    Andrea Laghi
    Francesco Panzuto
    La radiologia medica, 2022, 127 : 691 - 701
  • [36] CT-based radiomics for prediction of therapeutic response to Everolimus in metastatic neuroendocrine tumors
    Caruso, Damiano
    Polici, Michela
    Rinzivillo, Maria
    Zerunian, Marta
    Nacci, Ilaria
    Marasco, Matteo
    Magi, Ludovica
    Tarallo, Mariarita
    Gargiulo, Simona
    Iannicelli, Elsa
    Annibale, Bruno
    Laghi, Andrea
    Panzuto, Francesco
    RADIOLOGIA MEDICA, 2022, 127 (07): : 691 - 701
  • [37] CT-Based Radiomics for the Recurrence Prediction of Hepatocellular Carcinoma After Surgical Resection
    Wang, Fang
    Chen, Qingqing
    Zhang, Yuanyuan
    Chen, Yinan
    Zhu, Yajing
    Zhou, Wei
    Liang, Xiao
    Yang, Yunjun
    Hu, Hongjie
    JOURNAL OF HEPATOCELLULAR CARCINOMA, 2022, 9 : 453 - 465
  • [38] CT-based radiomics prediction of CXCL13 expression in ovarian cancer
    Xu, Wenting
    Zhu, Chengyi
    Ji, Dan
    Qian, Haiqing
    Shi, Lingli
    Mao, Xuping
    Zhou, Huifang
    Wang, Lihong
    MEDICAL PHYSICS, 2023, 50 (11) : 6801 - 6814
  • [39] CT-Based Radiomics Analysis for Noninvasive Prediction of Perineural Invasion of Perihilar Cholangiocarcinoma
    Zhan, Peng-Chao
    Lyu, Pei-jie
    Li, Zhen
    Liu, Xing
    Wang, Hui-Xia
    Liu, Na-Na
    Zhang, Yuyuan
    Huang, Wenpeng
    Chen, Yan
    Gao, Jian-bo
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [40] CT-based deep learning radiomics signature for the preoperative prediction of the muscle-invasive status of bladder cancer
    Chen, Weitian
    Gong, Mancheng
    Zhou, Dongsheng
    Zhang, Lijie
    Kong, Jie
    Jiang, Feng
    Feng, Shengxing
    Yuan, Runqiang
    FRONTIERS IN ONCOLOGY, 2022, 12
12345