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
  • [41] Machine learning prediction of mild cognitive impairment and its progression to Alzheimer's disease
    Fouladvand, Sajjad
    Noshad, Morteza
    Periyakoil, V. J.
    Chen, Jonathan H.
    HEALTH SCIENCE REPORTS, 2023, 6 (10)
  • [42] Semantic knowledge of famous people in mild cognitive impairment and progression to Alzheimer's disease
    Estévez-González, A
    García-Sánchez, C
    Boltes, A
    Otermín, P
    Pascual-Sedano, B
    Gironell, A
    Kulisevsky, J
    DEMENTIA AND GERIATRIC COGNITIVE DISORDERS, 2004, 17 (03) : 188 - 195
  • [43] 18F-FDG-PET Radiomics Based on White Matter Predicts The Progression of Mild Cognitive Impairment to Alzheimer Disease: A Machine Learning Study
    Peng, Jiaxuan
    Wang, Wei
    Song, Qiaowei
    Hou, Jie
    Jin, Hui
    Qin, Xue
    Yuan, Zhongyu
    Wei, Yuguo
    Shu, Zhenyu
    ACADEMIC RADIOLOGY, 2023, 30 (09) : 1874 - 1884
  • [44] Genetic risk score predicting accelerated progression from mild cognitive impairment to Alzheimer’s disease
    E. Rodríguez-Rodríguez
    P. Sánchez-Juan
    J. L. Vázquez-Higuera
    I. Mateo
    A. Pozueta
    J. Berciano
    S. Cervantes
    D. Alcolea
    P. Martínez-Lage
    J. Clarimón
    A. Lleó
    P. Pastor
    O. Combarros
    Journal of Neural Transmission, 2013, 120 : 807 - 812
  • [45] Depression in Mild Cognitive Impairment is associated with Progression to Alzheimer's Disease: A Longitudinal Study
    Van der Mussele, Stefan
    Fransen, Erik
    Struyfs, Hanne
    Luyckx, Jill
    Marien, Peter
    Saerens, Jos
    Somers, Nore
    Goeman, Johan
    De Deyn, Peter P.
    Engelborghs, Sebastiaan
    JOURNAL OF ALZHEIMERS DISEASE, 2014, 42 (04) : 1239 - 1250
  • [46] Taste in mild cognitive impairment and Alzheimer's disease
    Steinbach, Silke
    Hundt, Walter
    Vaitl, Andreas
    Heinrich, Petra
    Foerster, Stefan
    Buerger, Katharina
    Zahnert, Thomas
    JOURNAL OF NEUROLOGY, 2010, 257 (02) : 238 - 246
  • [47] Neuropathology of Alzheimer's disease and mild cognitive impairment
    López, OL
    DeKosky, ST
    REVISTA DE NEUROLOGIA, 2003, 37 (02) : 155 - 163
  • [48] Separation of cognitive domains to improve prediction of progression from mild cognitive impairment to Alzheimer's disease
    Hendrix, Suzanne B.
    Welsh-Bohmer, Kathleen A.
    ALZHEIMERS RESEARCH & THERAPY, 2013, 5 (03):
  • [49] Taste in mild cognitive impairment and Alzheimer’s disease
    Silke Steinbach
    Walter Hundt
    Andreas Vaitl
    Petra Heinrich
    Stefan Förster
    Katharina Bürger
    Thomas Zahnert
    Journal of Neurology, 2010, 257 : 238 - 246
  • [50] Separation of cognitive domains to improve prediction of progression from mild cognitive impairment to Alzheimer's disease
    Suzanne B Hendrix
    Kathleen A Welsh-Bohmer
    Alzheimer's Research & Therapy, 5
12345