A novel diagnostic tool to differentiate primary origin of brain metastases: Deep learning-based radiomics

被引:0
|
作者
Uysal, Emre [1 ]
Yildirim, Berna [1 ]
机构
[1] Prof Dr Cemil Tascioglu City Hosp, Dept Radiat Oncol, TR-34384 Istanbul, Turkiye
关键词
brain metastasis; CNN; deep learning; magnetic resonance imaging; radiomics; CANCER;
D O I
10.1002/jcu.23567
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
引用
收藏
页码:1587 / 1588
页数:2
相关论文
共 50 条
  • [1] Deep learning-based radiomics predicts response to chemotherapy in colorectal liver metastases
    Wei, Jingwei
    Cheng, Jin
    Gu, Dongsheng
    Chai, Fan
    Hong, Nan
    Wang, Yi
    Tian, Jie
    MEDICAL PHYSICS, 2021, 48 (01) : 513 - 522
  • [2] Radiomics Diagnostic Tool Based on Deep Learning for Colposcopy Image Classification
    Jimenez Gaona, Yuliana
    Castillo Malla, Darwin
    Vega Crespo, Bernardo
    Jose Vicuna, Maria
    Alejandra Neira, Vivian
    Davila, Santiago
    Verhoeven, Veronique
    DIAGNOSTICS, 2022, 12 (07)
  • [3] Diagnostic efficacy of deep learning-based prediction of origin for patients with cancers of unknown primary.
    Lan, Lan
    Wang, Bin
    Sun, Haiyan
    You, Dong
    Zhang, Yuman
    Li, Xing
    Wang, Kai
    JOURNAL OF CLINICAL ONCOLOGY, 2022, 40 (16)
  • [4] DIAROP: Automated Deep Learning-Based Diagnostic Tool for Retinopathy of Prematurity
    Attallah, Omneya
    DIAGNOSTICS, 2021, 11 (11)
  • [5] A radiomics-based model to differentiate glioblastoma from solitary brain metastases
    Su, C-Q
    Chen, X-T
    Duan, S-F
    Zhang, J-X
    You, Y-P
    Lu, S-S
    Hong, X-N
    CLINICAL RADIOLOGY, 2021, 76 (08) : 629.e11 - 629.e18
  • [6] Deep learning-based detection and segmentation-assisted management of brain metastases
    Xue, Jie
    Wang, Bao
    Ming, Yang
    Liu, Xuejun
    Jiang, Zekun
    Wang, Chengwei
    Liu, Xiyu
    Chen, Ligang
    Qu, Jianhua
    Xu, Shangchen
    Tang, Xuqun
    Mao, Ying
    Liu, Yingchao
    Li, Dengwang
    NEURO-ONCOLOGY, 2020, 22 (04) : 505 - 514
  • [7] Deep learning-based detection algorithm for brain metastases on black blood imaging
    Oh, Jang-Hoon
    Lee, Kyung Mi
    Kim, Hyug-Gi
    Yoon, Jeong Taek
    Kim, Eui Jong
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [8] Deep learning-based detection algorithm for brain metastases on black blood imaging
    Jang-Hoon Oh
    Kyung Mi Lee
    Hyug-Gi Kim
    Jeong Taek Yoon
    Eui Jong Kim
    Scientific Reports, 12
  • [9] Differentiation of Glioblastoma and Brain Metastases by MRI-Based Oxygen Metabolomic Radiomics and Deep Learning
    Stadlbauer, Andreas
    Heinz, Gertraud
    Marhold, Franz
    Meyer-Baese, Anke
    Ganslandt, Oliver
    Buchfelder, Michael
    Oberndorfer, Stefan
    METABOLITES, 2022, 12 (12)
  • [10] Leveraging radiomics and machine learning to differentiate radiation necrosis from recurrence in patients with brain metastases
    Basree, Mustafa M.
    Li, Chengnan
    Um, Hyemin
    Bui, Anthony H.
    Liu, Manlu
    Ahmed, Azam
    Tiwari, Pallavi
    McMillan, Alan B.
    Baschnagel, Andrew M.
    JOURNAL OF NEURO-ONCOLOGY, 2024, 168 (02) : 307 - 316