Prediction of Metabolic Syndrome Based on Machine Learning Techniques with Emphasis on Feature Relevances and Explainability Analysis

Author:

Ispizua Begoña1,Manjarrés Diana1,Niño-Adan Iratxe2

Affiliation:

1. Research & Technology Alliance (BRTA),TECNALIA, Member of the Basque,Derio,Spain

2. Fundación Sarenet,Zamudio,Spain

Publisher

IEEE

Reference12 articles.

1. “The metabolic syndrome and cardiovascular risk a systematic review and meta-analysis”;Mottillo,2010

2. Metabolic Syndrome and Risk of Cancer

3. “Global burden of 87 risk factors in 204 countries and territories, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019”;CJL,2020

4. Metabolic syndrome, or What you will: definitions and epidemiology

5. Prediction of metabolic syndrome using artificial neural network system based on clinical data including insulin resistance index and serum adiponectin

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