Brain Microstructural Changes in Patients with Amnestic mild Cognitive ImpairmentDetected by Neurite Orientation Dispersion and Density Imaging (NODDI) Combined with Machine Learning

被引：0
|
作者：
Xiuwei Fu
Xiaonan Wang
Yu Zhang
Tongtong Li
Zixuan Tan
Yuanyuan Chen
Xianchang Zhang
Hongyan Ni
机构：
[1] Tianjin Medical University General Hospital,Department of Radiology
[2] Tianjin Medical University,Department of Radiology, First Central Clinical institution
[3] Tianjin Medical University,Institute of Medical Imaging
[4] Tianjin University,Institute of Medical Engineering and Translational Medicine
[5] Siemens Healthineers Ltd.,MR Collaboration
[6] Tianjin First Central Hospital,Department of Radiology
来源：
Clinical Neuroradiology | 2023年 / 33卷
关键词：
Cognitive impairment; Classification algorithm; Diffusion weighted imaging; Neurite density; Orientation dispersion;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：445 / 453
页数：8
相关论文
共 50 条
  • [21] Application of Neurite Orientation Dispersion and Density Imaging (NODDI) in clinically isolated syndrome (CIS)
    Collorone, S.
    Tur, C.
    Prados, F.
    Cawley, N.
    Grussu, F.
    Kanber, B.
    Ourselin, S.
    Wheeler-Kingshott, C. A. M. Gandini
    Ciccarelli, O.
    Toosy, A.
    MULTIPLE SCLEROSIS JOURNAL, 2017, 23 : 241 - 242
  • [22] Neurite orientation and dispersion density imaging (NODDI) detects cortical and corticospinal tract degeneration in ALS
    Broad, Rebecca J.
    Gabel, Matt C.
    Dowell, Nicholas G.
    Schwartzman, David J.
    Seth, Anil K.
    Zhang, Hui
    Alexander, Daniel C.
    Cercignani, Mara
    Leigh, P. Nigel
    JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2019, 90 (04): : 404 - 411
  • [23] Longitudinal Reproducibility of Neurite Orientation Dispersion and Density Imaging (NODDI) Derived Metrics in the White Matter
    Lehmann, Nico
    Aye, Norman
    Kaufmann, Joern
    Heinze, Hans-Jochen
    Duezel, Emrah
    Ziegler, Gabriel
    Taubert, Marco
    NEUROSCIENCE, 2021, 457 : 165 - 185
  • [24] Application of neurite orientation dispersion and density imaging (NODDI) to relapsing remitting multiple sclerosis (RRMS)
    Magnollay, L.
    Grussu, F.
    Wheeler-Kingshott, C.
    Sethi, V.
    Zhang, H.
    Chard, D.
    Miller, D. H.
    Ciccarelli, O.
    MULTIPLE SCLEROSIS JOURNAL, 2013, 19 (11) : 172 - 172
  • [25] Neurite orientation dispersion and density imaging (NODDI) of the spinal cord in relapsing remitting multiple sclerosis
    Tona, F.
    Cawley, N.
    Grussu, F.
    Prados, F.
    Ourselin, S.
    Kipp, L.
    Wheeler-Kingshott, C. A. Gandini
    Ciccarelli, O.
    MULTIPLE SCLEROSIS JOURNAL, 2016, 22 : 513 - 514
  • [26] Whole brain g-ratio mapping using myelin water imaging (MWI) and neurite orientation dispersion and density imaging (NODDI)
    Jung, Woojin
    Lee, Jingu
    Shin, Hyeong-Geol
    Nam, Yoonho
    Zhang, Hui
    Oh, Se-Hong
    Lee, Jongho
    NEUROIMAGE, 2018, 182 : 379 - 388
  • [27] Repeatability of neurite orientation dispersion and density imaging in patients with traumatic brain injury
    Mueller, Christina
    Goodman, Adam M.
    Nenert, Rodolphe
    Allendorfer, Jane B.
    Philip, Noah S.
    Correia, Stephen
    Oster, Robert A.
    LaFrance Jr, William Curt
    Szaflarski, Jerzy P.
    JOURNAL OF NEUROIMAGING, 2023, 33 (05) : 802 - 824
  • [28] Neurite orientation dispersion and density imaging in a rodent model of acute mild traumatic brain injury
    McCunn, Patrick
    Xu, Xiaoyun
    Moszczynski, Alexander
    Li, Alex
    Brown, Arthur
    Bartha, Robert
    JOURNAL OF NEUROIMAGING, 2021, 31 (05) : 879 - 892
  • [29] Investigating White Matter Tract Microstructural Changes at Six-Twelve Weeks following Mild Traumatic Brain Injury: A Combined Diffusion Tensor Imaging and Neurite Orientation Dispersion and Density Imaging Study
    Oehr, Lucy E.
    Yang, Joseph Yuan-Mou
    Chen, Jian
    Maller, Jerome J.
    Seal, Marc L.
    Anderson, Jacqueline F. I.
    JOURNAL OF NEUROTRAUMA, 2021, 38 (16) : 2255 - 2263
  • [30] Neurite orientation dispersion and density imaging of mouse brain microstructure
    Wang, Nian
    Zhang, Jieying
    Cofer, Gary
    Qi, Yi
    Anderson, Robert J.
    White, Leonard E.
    Johnson, G. Allan
    BRAIN STRUCTURE & FUNCTION, 2019, 224 (05): : 1797 - 1813
12345