Grant: Catalyst Grant: Secondary Analysis of Neuroimaging Databases
University of Alberta
$99,900.00
Diagnostics and Prognostics for Alzheimer's Disease and Related Dementias: Machine Learning Analysis of Existing Neuroimaging Datasets
EF 2012-13
Résumé
Alzheimer's disease affects about 1 in 5 people age 75-84 and 2 in 5 people over 85. The treatments that are currently available for Alzheimer's are more effective when they are started early. Our goal in this study is to develop new diagnostic and prognostic tools that can help clinicians to treat Alzheimer's disease more quickly and more effectively. The Alzheimer's Disease Neuroimaging Initiative (ADNI), the Australian Imaging Biomarkers & Lifestyle Flagship Study of Ageing (AIBL), and the Open Access Series of Imaging Studies (OASIS) are three research projects on Alzheimer's disease. These projects assembled large databases of brain imaging scans as well as genetic and metabolomic data from hundreds of patients with Alzheimer's and healthy individuals. ADNI, AIBL, and OASIS have generously made these very valuable, expensive datasets available to the research community. We will use advanced machine learning algorithms, also known as artificial intelligence, to analyze these datasets. Specifically, we will look for biomarkers that could allow for earlier, more accurate diagnosis and prognosis of Alzheimer's disease thereby allowing for earlier, more effective treatment for the condition.
Programme
Catalyst Grant: Secondary Analysis of Neuroimaging Databases
Bénéficiaire
Emplacement
Alberta, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
CIHR Funding Decisions Database
Tel que publié
Id
268479
Name
Dursun Serdar M
Region
Alberta
Country
Canada
Orgtype
Institution Paid; Research Institution
Instname2
Aging
Theme2
Biomedical
Prcname2
Catalyst Grant: Secondary Analysis of Neuroimaging Databases
Projecttitle
Diagnostics and Prognostics for Alzheimer's Disease and Related Dementias: Machine Learning Analysis of Existing Neuroimaging Datasets
Programtype2
Operating Grants
Orgnameinp2
University of Alberta
Cihramount2
$99,900
Cihrequipment2
$0
Programname2
Catalyst Grant: Secondary Analysis of Neuroimaging Databases
Keyworddelim
Alzheimer'S; Biomarkers; Dementia; Diagnosis; Machine Learning; Magnetic Resonance Imaging; Metabolomics; Neuroimaging; Positron Emission Tomography; Prognosis
Abstract
Alzheimer's disease affects about 1 in 5 people age 75-84 and 2 in 5 people over 85. The treatments that are currently available for Alzheimer's are more effective when they are started early. Our goal in this study is to develop new diagnostic and prognostic tools that can help clinicians to treat Alzheimer's disease more quickly and more effectively. The Alzheimer's Disease Neuroimaging Initiative (ADNI), the Australian Imaging Biomarkers & Lifestyle Flagship Study of Ageing (AIBL), and the Open Access Series of Imaging Studies (OASIS) are three research projects on Alzheimer's disease. These projects assembled large databases of brain imaging scans as well as genetic and metabolomic data from hundreds of patients with Alzheimer's and healthy individuals. ADNI, AIBL, and OASIS have generously made these very valuable, expensive datasets available to the research community. We will use advanced machine learning algorithms, also known as artificial intelligence, to analyze these datasets. Specifically, we will look for biomarkers that could allow for earlier, more accurate diagnosis and prognosis of Alzheimer's disease thereby allowing for earlier, more effective treatment for the condition.
Competitiondate
201210
Approvedterm2
2 yrs 0 mth
Pinamesdelim
Dursun, Serdar M; Greiner, Russ
Approvedterm
2 ans 0 mois
Cihrcontribution2
~ $99,900~ $0~