Prediction of Future Development of MCI patients Based on Cognitive Function

Mild Cognitive Impairment (MCI) refers to a transitional stage between normal aging and dementia. The purpose of this study was to predict the development of MCI patients based on cognitive function. 222 MCI patients were studied at baseline and at a follow-up of 2 years. Using discriminant analysis...

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Main Author: Norberg, Joakim
Format: Others
Language:English
Published: Stockholms universitet, Psykologiska institutionen 2007
Subjects:
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-6823
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spelling ndltd-UPSALLA1-oai-DiVA.org-su-68232018-01-14T05:12:16ZPrediction of Future Development of MCI patients Based on Cognitive FunctionengNorberg, JoakimStockholms universitet, Psykologiska institutionen2007NeurosciencesNeurovetenskaperMild Cognitive Impairment (MCI) refers to a transitional stage between normal aging and dementia. The purpose of this study was to predict the development of MCI patients based on cognitive function. 222 MCI patients were studied at baseline and at a follow-up of 2 years. Using discriminant analysis, they were predicted into four diagnostic groups: Improved, Stable MCI, Dementia of the Alzheimer’s Type (AD) and Other Dementia. Using four tests - Rey-Osterrieth Complex Figure Test recall, Auditory-Verbal Learning Test recall, TMTB time and Digit Symbol – overall 62.6% of cases were correctly classified after cross-validation. The rate of prediction in this study was 1.8 times better than chance, which is better than reported in most other studies. The model did best for the AD group with 80% of cases correctly classified. However, most cases in the Other Dementia group were also classified as AD. Student thesisinfo:eu-repo/semantics/bachelorThesistexthttp://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-6823application/pdfinfo:eu-repo/semantics/openAccess
collection NDLTD
language English
format Others
sources NDLTD
topic Neurosciences
Neurovetenskaper
spellingShingle Neurosciences
Neurovetenskaper
Norberg, Joakim
Prediction of Future Development of MCI patients Based on Cognitive Function
description Mild Cognitive Impairment (MCI) refers to a transitional stage between normal aging and dementia. The purpose of this study was to predict the development of MCI patients based on cognitive function. 222 MCI patients were studied at baseline and at a follow-up of 2 years. Using discriminant analysis, they were predicted into four diagnostic groups: Improved, Stable MCI, Dementia of the Alzheimer’s Type (AD) and Other Dementia. Using four tests - Rey-Osterrieth Complex Figure Test recall, Auditory-Verbal Learning Test recall, TMTB time and Digit Symbol – overall 62.6% of cases were correctly classified after cross-validation. The rate of prediction in this study was 1.8 times better than chance, which is better than reported in most other studies. The model did best for the AD group with 80% of cases correctly classified. However, most cases in the Other Dementia group were also classified as AD.
author Norberg, Joakim
author_facet Norberg, Joakim
author_sort Norberg, Joakim
title Prediction of Future Development of MCI patients Based on Cognitive Function
title_short Prediction of Future Development of MCI patients Based on Cognitive Function
title_full Prediction of Future Development of MCI patients Based on Cognitive Function
title_fullStr Prediction of Future Development of MCI patients Based on Cognitive Function
title_full_unstemmed Prediction of Future Development of MCI patients Based on Cognitive Function
title_sort prediction of future development of mci patients based on cognitive function
publisher Stockholms universitet, Psykologiska institutionen
publishDate 2007
url http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-6823
work_keys_str_mv AT norbergjoakim predictionoffuturedevelopmentofmcipatientsbasedoncognitivefunction
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