Evaluation of Machine Learning Techniques for Classifying and Balancing Data on an Unbalanced Mini-Mental State Examination Test Data Collection Applied in Chile

The Mini-Mental State Examination (MMSE) is the most widely used cognitive test for assessing whether suspected symptoms align with cognitive impairment or dementia. The results of this test are meaningful for clinicians but exhibit highly unbalanced distributions in studies and analyses regarding t...

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Bibliografske podrobnosti

Principais autores:	Pablo Ormeno, Gaston Marquez, Carla Taramasco
Format:	Artigo
Jezik:	Inglês
Izdano:	IEEE 2024-01-01
Serija:	IEEE Access
Teme:	Mini-mental state exam machine learning imbalanced data
Online dostop:	https://ieeexplore.ieee.org/document/10487950/
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