Real-Time Personal Protective Equipment (PPE) Compliance and Clinical Tool Monitoring Using Generative AI: A Novel Approach for Adaptive and Automated Healthcare Surveillance

This generative AI compliance system demonstrated strong accuracy, adaptability, and cost efficiency. Integration into hospital workflows could enable proactive real-time monitoring of evolving safety protocols, improving compliance and reducing costs relative to current methods.

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Publication Details

Journal
Cureus
Published
2025-10-22
DOI
https://doi.org/10.7759/cureus.95182
Primary Topic
Quality and Safety in Healthcare
Type
article
Field-Weighted Citation Impact
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article

Real-Time Personal Protective Equipment (PPE) Compliance and Clinical Tool Monitoring Using Generative AI: A Novel Approach for Adaptive and Automated Healthcare Surveillance

Mridula Gupta, Lady Christine Ong Sio, B. D. Gupta, Adriana Bautista et al.
Cureus
Quality and Safety in Healthcare
article

Real-Time Personal Protective Equipment (PPE) Compliance and Clinical Tool Monitoring Using Generative AI: A Novel Approach for Adaptive and Automated Healthcare Surveillance

Mridula Gupta, Lady Christine Ong Sio, B. D. Gupta, Adriana Bautista, Katherine Vo Brown, Alexander Bautista, Shuchita Garg, Andrei Lyle Bautista, Rajaram Gairaboni
article en

Abstract

This generative AI compliance system demonstrated strong accuracy, adaptability, and cost efficiency. Integration into hospital workflows could enable proactive real-time monitoring of evolving safety protocols, improving compliance and reducing costs relative to current methods.

CureusVol. 17(10)
Middle East Institute (US), University of Louisville (US), Pain Management Institute (US), University of Louisville Hospital (US), University of Louisville Physicians (US)
Openalex Percentile: Top 45%
Quality and Safety in Healthcare
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Real-Time Personal Protective Equipment (PPE) Compliance and Clinical Tool Monitoring Using Generative AI: A Novel Approach for Adaptive and Automated Healthcare Surveillance — Mridula Gupta, Lady Christine Ong Sio, et al. · Cureus (2025) | TGRS Research Map | TGRS