What type of study is this?

This is a Systematic Review study.

What question did this study set out to answer?

This review examines the role of artificial intelligence in the early diagnosis of Alzheimer’s disease.

May 6, 2026Applied SciencesOpen Access

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Systematic review analyzes AI methods for improving diagnosis and quality of life in Alzheimer’s patients, highlighting key models and metrics.

This review examines the role of artificial intelligence in the early diagnosis of Alzheimer’s disease.
Systematic review of AI applications in early diagnosis of Alzheimer’s disease.
Focus on single-modal and multimodal analytical frameworks.
Analysis of data preprocessing, deep learning, and machine learning models.
Evaluation of performance metrics and public datasets used in research.
Found that AI enhances early diagnosis of Alzheimer’s, potentially improving patient quality of life.
Identified various AI models and their effectiveness in neurodegenerative disorder screening.
Highlighted technical challenges and clinical applicability of different methodologies.

Wang et al. (2026) studied this question.

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Systematic review analyzes AI methods for improving diagnosis and quality of life in Alzheimer’s patients, highlighting key models and metrics.