CRANIAL METASTASIS DETECTION USING LONGITUDINAL VOXEL-WISE RADIOMICS AND DIFFUSION WEIGHTED IMAGING-BASED MACHINE LEARNING

被引：0
|
作者：
Madamesila, Joseph [1 ]
Ploquin, Nicolas [1 ]
Faruqi, Salman [1 ]
Das, Subhadip [2 ]
Tchistiakova, Ekaterina [1 ]
机构：
[1] Univ Calgary, Calgary, AB, Canada
[2] Univ British Columbia, Victoria, BC, Canada
来源：
RADIOTHERAPY AND ONCOLOGY | 2023年 / 186卷
关键词：
D O I：
暂无
中图分类号：
R73 [肿瘤学];
学科分类号：
100214 ;
摘要：
107
引用
收藏
页码：S50 / S50
页数：1
相关论文
共 50 条
  • [21] Infrared Thermal Imaging-Based Crack Detection Using Deep Learning
    Yang, Jun
    Wang, Wei
    Lin, Guang
    Li, Qing
    Sun, Yeqing
    Sun, Yixuan
    IEEE ACCESS, 2019, 7 : 182060 - 182077
  • [22] Feasibility of Whole Brain Voxel-Wise Statistical Analysis of Longitudinal Diffusion Tensor Imaging (DTI) of Single Subject: Quantitative Comparisons of Three Non-Parametric Methods
    Zhu, T.
    Qiu, X.
    Lian, J.
    Das, S.
    MEDICAL PHYSICS, 2018, 45 (06) : E149 - E149
  • [23] Detection of potato tubers using an ultraviolet imaging-based machine vision system
    Al-Mallahi, A.
    Kataoka, T.
    Okamoto, H.
    Shibata, Y.
    BIOSYSTEMS ENGINEERING, 2010, 105 (02) : 257 - 265
  • [24] Preoperative prediction of microvascular invasion in hepatocellular carcinoma using diffusion-weighted imaging-based habitat imaging
    Zhang, Yunfei
    Chen, Jiejun
    Yang, Chun
    Dai, Yongming
    Zeng, Mengsu
    EUROPEAN RADIOLOGY, 2024, 34 (05) : 3215 - 3225
  • [25] Machine-learning radiomics to predict bone marrow metastasis of neuroblastoma using magnetic resonance imaging
    Lv, Lin
    Zhang, Zhengtao
    Zhang, Dongbo
    Chen, Qinchang
    Liu, Yuanfang
    Qiu, Ya
    Fu, Wen
    Yin, Xuntao
    Chen, Xiong
    CANCER INNOVATION, 2023, 2 (05): : 405 - 415
  • [26] Radiomics-based machine learning analysis and characterization of breast lesions with multiparametric diffusion-weighted MR
    Kun Sun
    Zhicheng Jiao
    Hong Zhu
    Weimin Chai
    Xu Yan
    Caixia Fu
    Jie-Zhi Cheng
    Fuhua Yan
    Dinggang Shen
    Journal of Translational Medicine, 19
  • [27] Radiomics-based machine learning analysis and characterization of breast lesions with multiparametric diffusion-weighted MR
    Sun, Kun
    Jiao, Zhicheng
    Zhu, Hong
    Chai, Weimin
    Yan, Xu
    Fu, Caixia
    Cheng, Jie-Zhi
    Yan, Fuhua
    Shen, Dinggang
    JOURNAL OF TRANSLATIONAL MEDICINE, 2021, 19 (01)
  • [28] Magnetic resonance imaging-based radiomics and deep learning models for predicting lymph node metastasis of squamous cell carcinoma of the tongue
    Wang, Dawei
    He, Xiao
    Huang, Chunming
    Li, Wenqiang
    Li, Haosen
    Huang, Cicheng
    Hu, Chuanyu
    ORAL SURGERY ORAL MEDICINE ORAL PATHOLOGY ORAL RADIOLOGY, 2024, 138 (01): : 214 - 224
  • [29] Machine learning based differentiation of glioblastoma from brain metastasis using MRI derived radiomics
    Sarv Priya
    Yanan Liu
    Caitlin Ward
    Nam H. Le
    Neetu Soni
    Ravishankar Pillenahalli Maheshwarappa
    Varun Monga
    Honghai Zhang
    Milan Sonka
    Girish Bathla
    Scientific Reports, 11
  • [30] A Review on Thermal Imaging-Based Breast Cancer Detection Using Deep Learning
    Tsietso, Dennies
    Yahya, Abid
    Samikannu, Ravi
    MOBILE INFORMATION SYSTEMS, 2022, 2022
12345