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izvor podataka: crosbi

Clusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database (CROSBI ID 230655)

Prilog u časopisu | izvorni znanstveni rad | međunarodna recenzija

Gamberger, Dragan ; Zenko, Bernard ; Mitelpunkt, Alexis ; Shachar, Netta ; Lavrac, Nada Clusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database // Brain informatics, 3 (2016), 3; 169-179. doi: 10.1007/s40708-016-0035-5

Podaci o odgovornosti

Gamberger, Dragan ; Zenko, Bernard ; Mitelpunkt, Alexis ; Shachar, Netta ; Lavrac, Nada

engleski

Clusters of male and female Alzheimer's disease patients in the Alzheimer's Disease Neuroimaging Initiative (ADNI) database

This paper presents homogeneous clusters of patients, identified in the Alzheimer’s Disease Neuroimaging Initiative (ADNI) data population of 317 females and 342 males, described by a total of 243 biological and clinical descriptors. Clustering was performed with a novel methodology, which supports identification of patient subpopulations that are homogeneous regarding both clinical and biological descriptors. Properties of the constructed clusters clearly demonstrate the differences between female and male Alzheimer’s disease patient groups. The major difference is the existence of two male subpopulations with unexpected values of intracerebral and whole brain volumes.

Alzheimer’s disease ; Clustering ; Female and male subpopulations

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Podaci o izdanju

3 (3)

2016.

169-179

objavljeno

2198-4018

2198-4026

10.1007/s40708-016-0035-5

Povezanost rada

Računarstvo, Temeljne medicinske znanosti

Poveznice