AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework

The proposed framework provides a chance for caregivers to receive mental health care, which will be personalized. The framework is developed with more updated methods than existing approaches, with a lack of personalization in this sector. This framework can be implemented with a goal of personalization and explainable approaches and can undergo further iterations to ensure it is appropriate for specific purposes.

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Publication Details

Journal
JMIR Mental Health
Published
2025-11-09
DOI
https://doi.org/10.2196/79973
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework

Sweta Sneha, Nazmus Sakib, Syeda Umme Salma, Evelina Sterling et al.
JMIR Mental Health
Artificial Intelligence in Healthcare and Education
article

AI-Driven Mental Health Support for Caregivers of Individuals With Alzheimer Disease: Systematic Literature Review and Development of a Conceptual Framework

Sweta Sneha, Nazmus Sakib, Syeda Umme Salma, Evelina Sterling, Chandra Rekha Renduchintala, Isa Siddique
article en

Abstract

The proposed framework provides a chance for caregivers to receive mental health care, which will be personalized. The framework is developed with more updated methods than existing approaches, with a lack of personalization in this sector. This framework can be implemented with a goal of personalization and explainable approaches and can undergo further iterations to ensure it is appropriate for specific purposes.

JMIR Mental HealthVol. 13
Kennesaw State University (US)
Openalex Percentile: Top 74%
Artificial Intelligence in Healthcare and Education
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