Machine Learning-Based Routine Laboratory Tests Predict One-Year Cognitive and Functional Decline in a Population Aged 75+ Years

Machine Learning-Based Routine Laboratory Tests Predict One-Year Cognitive and Functional Decline in a Population Aged 75+ Years

Background: Cognitive and functional decline are common problems in older adults, especially in those 75+ years old. Currently, there is no specific plasma biomarker able to predict this decline in healthy old-age people. Machine learning (ML) is a subarea of artificial intelligence (AI), which can...

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Bibliographic Details
Main Authors: Karina Braga Gomes, Ramon Gonçalves Pereira, Alexandre Alberto Braga, Henrique Cerqueira Guimarães, Elisa de Paula França Resende, Antônio Lúcio Teixeira, Maira Tonidandel Barbosa, Wagner Meira Junior, Maria das Graças Carvalho, Paulo Caramelli
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Brain Sciences
Subjects:
machine learning
cognitive decline
functional decline
laboratory variables
Online Access:https://www.mdpi.com/2076-3425/13/4/690

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https://www.mdpi.com/2076-3425/13/4/690

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