Toward integrated sleep health: multimodal AI in Hang Hao Meng agent

К интегрированному здоровью сна: мультимодальный искусственный интеллект в агенте Hang Hao Meng
Mingjian Cai, Sugai Liang, Shuai Zhen, Siwei Wei, Tao Sun, Junwei Liu, Hongjing Mao, Junhang Zhang
2026-02-09

AI sleep health agentdigital-human interfacelarge language modelsmultimodal analyticspersonalized sleep medicine
This Perspective introduces 'Hang Hao Meng', an AI-powered sleep health expert agent for comprehensive patient management. Leveraging large language models, multimodal analytics, and a digital-human interface, it delivers end-to-end services from screening to personalized treatment. Deployed at scale, the agent has provided triage for over four million individuals and completed 90,000+ screenings, demonstrating a scalable model for enhancing accessibility and personalized care in sleep medicine.
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Large-scale deployment provided triage for over four million individuals and completed more than 90,000 sleep screenings.
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The Perspective introduces Hang Hao Meng, an AI-powered sleep health expert agent for comprehensive patient management.
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The agent integrates large language models, multimodal analytics, and a digital-human interface to support care from screening through personalized treatment.
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The reported deployment demonstrates a scalable approach for improving accessibility and personalized care in sleep medicine.

Hang Hao Meng, an AI-powered sleep health expert agent

Comprehensive, scalable sleep-health management, including screening, triage, and personalized treatment

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2026-02-09
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Authors
Mingjian Cai
Sugai Liang
Shuai Zhen
Siwei Wei
Tao Sun
Junwei Liu
Hongjing Mao
Junhang Zhang
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