Cloud-Based Brain Magnetic Resonance Image Segmentation and Parcellation System for Individualized Prediction of Cognitive Worsening.
Aged
Algorithms
Brain
/ diagnostic imaging
Cloud Computing
Cognition Disorders
/ diagnostic imaging
Cognitive Dysfunction
/ diagnostic imaging
Dementia
/ diagnostic imaging
Female
Humans
Image Processing, Computer-Assisted
/ methods
Magnetic Resonance Imaging
Male
Mental Status and Dementia Tests
Middle Aged
Neuroimaging
ROC Curve
Regression Analysis
Sensitivity and Specificity
Journal
Journal of healthcare engineering
ISSN: 2040-2295
Titre abrégé: J Healthc Eng
Pays: England
ID NLM: 101528166
Informations de publication
Date de publication:
2019
2019
Historique:
received:
08
08
2018
revised:
24
10
2018
accepted:
05
11
2018
entrez:
7
3
2019
pubmed:
7
3
2019
medline:
30
9
2020
Statut:
epublish
Résumé
For patients with cognitive disorders and dementia, accurate prognosis of cognitive worsening is critical to their ability to prepare for the future, in collaboration with health-care providers. Despite multiple efforts to apply computational brain magnetic resonance image (MRI) analysis in predicting cognitive worsening, with several successes, brain MRI is not routinely quantified in clinical settings to guide prognosis and clinical decision-making. To encourage the clinical use of a cutting-edge image segmentation method, we developed a prediction model as part of an established web-based cloud platform, MRICloud. The model was built in a
Identifiants
pubmed: 30838124
doi: 10.1155/2019/9507193
pmc: PMC6374863
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Research Support, U.S. Gov't, Non-P.H.S.
Langues
eng
Sous-ensembles de citation
IM
Pagination
9507193Subventions
Organisme : NIA NIH HHS
ID : P30 AG066507
Pays : United States
Organisme : NIA NIH HHS
ID : P50 AG005146
Pays : United States
Organisme : NIA NIH HHS
ID : U01 AG024904
Pays : United States
Organisme : NINDS NIH HHS
ID : R44 NS078917
Pays : United States
Organisme : NICHD NIH HHS
ID : R01 HD065955
Pays : United States
Organisme : NIBIB NIH HHS
ID : P41 EB015909
Pays : United States
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