Using radiomics-based modelling to predict individual progression from mild cognitive impairment to Alzheimer’s disease

被引：0
|
作者：
Jiehui Jiang
Min Wang
Ian Alberts
Xiaoming Sun
Taoran Li
Axel Rominger
Chuantao Zuo
Ying Han
Kuangyu Shi
for the Alzheimer’s Disease Neuroimaging Initiative
机构：
[1] Shanghai University,Institute of Biomedical Engineering, School of Life Science
[2] University Hospital Bern,Department of Nuclear Medicine
[3] Xuanwu Hospital of Capital Medical University,Department of Neurology
[4] Huashan Hospital,PET Center
[5] Fudan University,Human Phenome Institute
[6] Fudan University,Center of Alzheimer’s Disease
[7] Beijing Institute for Brain Disorders,School of Biomedical Engineering
[8] Hainan University,Department of Informatics
[9] National Clinical Research Center for Geriatric Disorders,undefined
[10] Technische Universität München,undefined
来源：
European Journal of Nuclear Medicine and Molecular Imaging | 2022年 / 49卷
关键词：
Radiomics-based predictive model; Alzheimer’s disease; Mild cognitive impairment; Radiomics; Cox model;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：2163 / 2173
页数：10
相关论文
共 50 条
  • [31] Combinatorial Markers of Mild Cognitive Impairment Conversion to Alzheimer's Disease - Cytokines and MRI Measures Together Predict Disease Progression
    Furney, Simon J.
    Kronenberg, Deborah
    Simmons, Andrew
    Guentert, Andreas
    Dobson, Richard J.
    Proitsi, Petroula
    Wahlund, Lars Olof
    Kloszewska, Iwona
    Mecocci, Patrizia
    Soininen, Hilkka
    Tsolaki, Magda
    Vellas, Bruno
    Spenger, Christian
    Lovestone, Simon
    JOURNAL OF ALZHEIMERS DISEASE, 2011, 26 : 395 - 405
  • [32] Individual identification using multi-metric of DTI in Alzheimer's disease and mild cognitive impairment
    张应腾
    刘深泉
    Chinese Physics B, 2018, (08) : 659 - 668
  • [33] Using Base Rate of Low Scores to Identify Progression from Amnestic Mild Cognitive Impairment to Alzheimer's Disease
    Oltra-Cucarella, Javier
    Sanchez-SanSegundo, Miriam
    Lipnicki, Darren M.
    Sachdev, Perminder S.
    Crawford, John D.
    Perez-Vicente, Jose A.
    Cabello-Rodriguez, Luis
    Ferrer-Cascales, Rosario
    JOURNAL OF THE AMERICAN GERIATRICS SOCIETY, 2018, 66 (07) : 1360 - 1366
  • [34] Lipidomic markers for the prediction of progression from mild cognitive impairment to Alzheimer's disease
    Li, Wenjing
    Zhou, Yinhua
    Luo, Zhaofan
    Tang, Rixin
    Sun, Yuxuan
    He, Qiangsheng
    Xia, Bin
    Lu, Kuiqing
    Hou, Qinghua
    Yuan, Jinqiu
    FASEB JOURNAL, 2023, 37 (07) : e22998
  • [35] CSF neurofilament light may predict progression from amnestic mild cognitive impairment to Alzheimer's disease dementia
    Lim, Bryant
    Grontvedt, Goril Rolfseng
    Bathala, Pradeepthi
    Kale, Shraddha S.
    Campbell, Christopher T.
    Stengelin, Martin
    Sando, Sigrid Botne
    Prassas, Ioannis
    Diamandis, Eleftherios P.
    Brathen, Geir
    NEUROBIOLOGY OF AGING, 2021, 107 : 78 - 85
  • [36] A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer's disease
    Liu, Shuo
    Cao, Yi
    Liu, Junxiu
    Ding, Xuemei
    Coyle, Damien
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 14 (01) : 213 - 228
  • [37] A novelty detection approach to effectively predict conversion from mild cognitive impairment to Alzheimer’s disease
    Shuo Liu
    Yi Cao
    Junxiu Liu
    Xuemei Ding
    Damien Coyle
    International Journal of Machine Learning and Cybernetics, 2023, 14 : 213 - 228
  • [38] Genetic risk score predicting accelerated progression from mild cognitive impairment to Alzheimer's disease
    Rodriguez-Rodriguez, E.
    Sanchez-Juan, P.
    Vazquez-Higuera, J. L.
    Mateo, I.
    Pozueta, A.
    Berciano, J.
    Cervantes, S.
    Alcolea, D.
    Martinez-Lage, P.
    Clarimon, J.
    Lleo, A.
    Pastor, P.
    Combarros, O.
    JOURNAL OF NEURAL TRANSMISSION, 2013, 120 (05) : 807 - 812
  • [39] Association Between Polygenic Risk Score and the Progression from Mild Cognitive Impairment to Alzheimer's Disease
    Liu, Hongliang
    Lutz, Michael
    Luo, Sheng
    JOURNAL OF ALZHEIMERS DISEASE, 2021, 84 (03) : 1323 - 1335
  • [40] Individual identification using multi-metric of DTI in Alzheimer's disease and mild cognitive impairment
    Zhang, Ying-Teng
    Liu, Shen-Quan
    CHINESE PHYSICS B, 2018, 27 (08)
12345