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
  • [1] Can machine learning models improve early detection of brain metastases using diffusion weighted imaging-based radiomics?
    Madamesila, Joseph
    Tchistiakova, Ekaterina
    Faruqi, Salman
    Das, Subhadip
    Ploquin, Nicolas
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2023, 13 (12) : 7706 - 7718
  • [2] Robust imaging habitat computation using voxel-wise radiomics features
    Kinga Bernatowicz
    Francesco Grussu
    Marta Ligero
    Alonso Garcia
    Eric Delgado
    Raquel Perez-Lopez
    Scientific Reports, 11
  • [3] Robust imaging habitat computation using voxel-wise radiomics features
    Bernatowicz, Kinga
    Grussu, Francesco
    Ligero, Marta
    Garcia, Alonso
    Delgado, Eric
    Perez-Lopez, Raquel
    SCIENTIFIC REPORTS, 2021, 11 (01)
  • [4] Early detection of brain metastases using diffusion weighted imaging radiomics and machine learning
    Madamesila, J.
    Tchistiakova, E.
    Ploquin, N.
    RADIOTHERAPY AND ONCOLOGY, 2022, 170 : S1566 - S1567
  • [5] Voxel-wise prostate cell density prediction using multiparametric magnetic resonance imaging and machine learning
    Sun, Yu
    Reynolds, Hayley M.
    Wraith, Darren
    Williams, Scott
    Finnegan, Mary E.
    Mitchell, Catherine
    Murphy, Declan
    Haworth, Annette
    ACTA ONCOLOGICA, 2018, 57 (11) : 1540 - 1546
  • [6] Voxel-wise analysis of diffusion weighted imaging reveals disruption of the olfactory tract in Parkinson's disease
    Scherfler, C
    Schocke, MF
    Seppi, K
    Esterhammer, R
    Brenneis, C
    Jaschke, W
    Wenning, GK
    Poewe, W
    BRAIN, 2006, 129 : 538 - 542
  • [7] Voxel-Wise Medical Imaging Transformation and Adaption Based on CycleGAN and Score-Based Diffusion
    Li, Feifei
    Schoeneck, Mirjam
    Beyan, Oya
    Caldeira, Liliana Lourenco
    CARING IS SHARING-EXPLOITING THE VALUE IN DATA FOR HEALTH AND INNOVATION-PROCEEDINGS OF MIE 2023, 2023, 302 : 1027 - 1028
  • [8] Diffusion-weighted imaging-based radiomics model using automatic machine learning to differentiate cerebral cystic metastases from brain abscesses
    Linyang Cui
    Zheng Qin
    Siyuan Sun
    Weihua Feng
    Mingyuan Hou
    Dexin Yu
    Journal of Cancer Research and Clinical Oncology, 150
  • [9] Diffusion-weighted imaging-based radiomics model using automatic machine learning to differentiate cerebral cystic metastases from brain abscesses
    Cui, Linyang
    Qin, Zheng
    Sun, Siyuan
    Feng, Weihua
    Hou, Mingyuan
    Yu, Dexin
    JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY, 2024, 150 (03)
  • [10] Utility of diffusion weighted imaging-based radiomics nomogram to predict pelvic lymph nodes metastasis in prostate cancer
    Xiang Liu
    Jingyi Tian
    Jingyun Wu
    Yaofeng Zhang
    Xiangpeng Wang
    Xiaodong Zhang
    Xiaoying Wang
    BMC Medical Imaging, 22
12345