The Clinical Value of Large Neuroimaging Data Sets in Alzheimer's Disease

被引:10
|
作者
Toga, Arthur W. [1 ]
机构
[1] Univ Calif Los Angeles, David Geffen Sch Med, Dept Neurol, Lab Neuro Imaging, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
Neuroimaging; Database; Alzheimer's disease; Informatics; MILD COGNITIVE IMPAIRMENT; TENSOR-BASED MORPHOMETRY; HIPPOCAMPAL ATROPHY; INITIATIVE PROGRESS; BIOMARKERS; MRI; ADNI; RATES; PREDICTION; CONVERSION;
D O I
10.1016/j.nic.2011.11.008
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Rapid advances in neuroimaging and cyberinfrastructure technologies have brought explosive growth in the Web-based warehousing, availability, and accessibility of imaging data on a variety of neurodegenerative and neuropsychiatric disorders and conditions. There has been a prolific development and emergence of complex computational infrastructures that serve as repositories of databases and provide critical functionalities such as sophisticated image analysis algorithm pipelines and powerful three-dimensional visualization and statistical tools. The statistical and operational advantages of collaborative, distributed team science in the form of multisite consortia push this approach in a diverse range of population-based investigations.
引用
收藏
页码:107 / +
页数:13
相关论文
共 50 条
  • [1] NEUROIMAGING OUTCOMES IN CLINICAL TRIALS IN ALZHEIMER'S DISEASE
    Frisoni, G. B.
    Delacourte, A.
    [J]. JOURNAL OF NUTRITION HEALTH & AGING, 2009, 13 (03): : 209 - 212
  • [2] Clinical and neuroimaging features of familial Alzheimer's disease
    Rossor, MN
    Kennedy, AM
    Frackowiak, RSJ
    [J]. NEUROBIOLOGY OF ALZHEIMER'S DISEASE, 1996, 777 : 49 - 56
  • [3] Neuroimaging outcomes in clinical trials in Alzheimer’s disease
    Giovanni B. Frisoni
    A. Delacourte
    [J]. JNHA - The Journal of Nutrition, Health and Aging, 2009, 13 : 209 - 212
  • [4] The Alzheimer's Disease Neuroimaging Initiative Clinical Core
    Aisen, Paul S.
    Donohue, Michael C.
    Raman, Rema
    Rafii, Michael S.
    Petersen, Ronald C.
    [J]. ALZHEIMERS & DEMENTIA, 2024,
  • [5] Value of clinical data and neuropsychological measures in probable Alzheimer's disease
    Gallassi, R
    Morreale, A
    Di Sarro, R
    Lorusso, S
    [J]. ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2002, 34 (02) : 123 - 134
  • [6] Neuroimaging in Alzheimer's disease
    Fox, N. C.
    [J]. EUROPEAN NEUROPSYCHOPHARMACOLOGY, 2006, 16 : S197 - S198
  • [7] Alzheimer's disease neuroimaging
    Whitwell, Jennifer L.
    [J]. CURRENT OPINION IN NEUROLOGY, 2018, 31 (04) : 396 - 404
  • [8] Neuroimaging Modalities in Alzheimer's Disease: Diagnosis and Clinical Features
    Kim, JunHyun
    Jeong, Minhong
    Stiles, Wesley R.
    Choi, Hak Soo
    [J]. INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2022, 23 (11)
  • [9] Alzheimer's Disease Neuroimaging Initiative (ADNI) Clinical characterization
    Petersen, R. C.
    Aisen, P. S.
    Beckett, L. A.
    Donohue, M. C.
    Gamst, A. C.
    Harvey, D. J.
    Jack, C. R., Jr.
    Jagust, W. J.
    Shaw, L. M.
    Toga, A. W.
    Trojanowski, J. Q.
    Weiner, M. W.
    [J]. NEUROLOGY, 2010, 74 (03) : 201 - 209
  • [10] Reproducible evaluation of methods for predicting progression to Alzheimer's disease from clinical and neuroimaging data
    Samper-Gonzalez, Jorge
    Burgos, Ninon
    Bottani, Simona
    Habert, Marie-Odile
    Evgeniou, Theodoros
    Epelbaum, Stephane
    Colliot, Olivier
    [J]. MEDICAL IMAGING 2019: IMAGE PROCESSING, 2019, 10949