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AI/ML-Based Predictive Maintenance for IoT-Enabled Healthcare Devices in Regulated Environments

Year: 2025

Type: article

Abstract: In this paper, we study the application of AI/ML based predictive maintenance in IoT devices in healthcare sector in regulated environments.They discuss the operational advantages, the impact to model effectiveness, and regulatory issues using both literature and data analysis.Results show that AI-based systems can make the substantial reduction of downtime and cost while keeping compliance and safety of patients, and can have its scalability potential in modern healthcare systems.

Source: ISCSITR-INTERNATIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

DOI: 10.63397/iscsitr-ijsraiml_06_02_004

Author: Gangadhar Vasanthapuram

Language: English

Topic: Quality and Safety in Healthcare

Subfield: Medical Laboratory Technology

Field: Health Professions

Domain: Health Sciences

SDGs: Good health and well-being, Industry, innovation and infrastructure

Open Access status: bronze

OpenAlex ID: W4409542777

FWCI:

Cites: 9

Cited by:

Related to: 10