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An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning

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Published in:Discover Artificial Intelligence (Springer)
Format: Online Article RSS Article
Published: 2026
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container_title Discover Artificial Intelligence (Springer)
description
discipline_display Access Artificial Intelligence and Machine Learning
discipline_facet Access Artificial Intelligence and Machine Learning
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genre Journal Article
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journal_source_facet Discover Artificial Intelligence (Springer)
last_indexed 2026-06-21T03:37:45.749Z
publishDate 2026
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spellingShingle An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
sub_discipline_display General
sub_discipline_facet General
subject_display Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
subject_facet Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
title An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_alt Un marco explicable para la predicción del riesgo de demencia basado en datos de estilo de vida utilizando aprendizaje automático y aprendizaje profundo
Un cadre explicable pour la prédiction du risque de démence basé sur les données de mode de vie utilisant l'apprentissage automatique et l'apprentissage profond
Uma estrutura explicável para predição de risco de demência baseada em dados de estilo de vida usando aprendizado de máquina e aprendizado profundo
title_auth An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_es_txt Un marco explicable para la predicción del riesgo de demencia basado en datos de estilo de vida utilizando aprendizaje automático y aprendizaje profundo
title_fr_txt Un cadre explicable pour la prédiction du risque de démence basé sur les données de mode de vie utilisant l'apprentissage automatique et l'apprentissage profond
title_full An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_fullStr An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_full_unstemmed An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_pt_txt Uma estrutura explicável para predição de risco de demência baseada em dados de estilo de vida usando aprendizado de máquina e aprendizado profundo
title_short An explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
title_sort an explainable framework for dementia risk prediction based on lifestyle data using machine learning and deep learning
topic Access Artificial Intelligence and Machine Learning
General
Access Artificial Intelligence and Machine Learning
url https://link.springer.com/article/10.1007/s44163-025-00782-z