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Research article

First published 2026

Multimodal Machine Learning and Deep Learning Approaches for Parkinson's Disease Diagnosis: A Comprehensive Survey

Ahmed Najat Ahmed, Amin Salih Mohammed, Moayad Yousif potrus

Clinical EEG and Neuroscience

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Research article

First published 2023-10-24

Multimodal Machine Learning for 10-Year Dementia Risk Prediction: The Framingham Heart Study

Huitong Ding, Amiya Mandapati, Alexander P. Hamel [...]

Journal of Alzheimer’s Disease

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Research article

First published 2025

Unveiling Dynamic Determinants of Tourism Competitiveness: Analysis Integrating Multimodal Data and Spatiotemporal Machine Learning

Qiuhao Zhao, Hengyun Li, Bingbing Wang [...]

Journal of Travel Research

Open access

Research article

First published 2025

Machine learning-based fatigue classification using heart rate variability and cortisol: A multimodal approach to wearable health monitoring

Joung Eun Kim, Na Hyeon Kim, Soo Kyung Choi [...]

DIGITAL HEALTH

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Article commentary

First published 2024-01-30

Rethinking Dementia Risk Prediction: A Critical Evaluation of a Multimodal Machine Learning Predictive Model

Silvia Ottaviani, Fiammetta Monacelli

Journal of Alzheimer’s Disease

Free access

Research article

First published 2024-9

Driver Situational Awareness Prediction During Takeover Transitions: A Multimodal Machine Learning Approach

Lesong Jia, Na Du

Proceedings of the Human Factors and Ergonomics Society Annual Meeting

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Research article

First published 2024-8

Multimodal Data Fusion to Detect Preknowledge Test-Taking Behavior Using Machine Learning

Kaiwen Man

Educational and Psychological Measurement

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Research article

First published 2023-12

An AI-augmented multimodal application for sketching out conceptual design

Yifan Zhou, Hyoung-June Park

International Journal of Architectural Computing

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Research article

First published 2025

ZD6 turnout switch machine anomaly detection framework based on a multimodal lightweight end-to-end approach

Xuyao Lu, Chuanzhu Liu, Yongjie Huang [...]

Structural Health Monitoring

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Research article

First published 2026

Dynamic characteristics and classification of mental workload in excavator operators based on multimodal physiological feature fusion in a VR environment

Xin Yunsheng, Pan Shenzhen, Li Feiyu [...]

Proceedings of the Institution of Mechanical Engineers,Part C: Journal of Mechanical Engineering Science

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