The Role of AI in Patient Monitoring Using Smart Medical Devices: Opportunities and Challenges

Area of Science:

• Healthcare Technology
• Artificial Intelligence in Medicine
• Digital Health

Background:

• Artificial Intelligence (AI) demonstrates rapid advancement and significant potential in healthcare.
• Patient monitoring using smart medical devices is a key area for AI integration.
• Personalized patient care plans (PPCP) can be enhanced through AI applications.

Purpose of the Study:

• To investigate the opportunities, challenges, and barriers of implementing AI in patient monitoring with smart medical devices.
• To provide a comprehensive analysis of AI integration in patient care settings.
• To identify strategies for maximizing AI benefits while mitigating risks in healthcare.

Main Methods:

• Literature review of studies on AI in patient care and personalized patient care plans.
• Analysis of current state, potential applications, benefits, and challenges of AI in healthcare.
• Examination of stakeholder roles and necessary frameworks for AI deployment.

Main Results:

• AI offers substantial opportunities for improving patient monitoring and personalized care.
• Key challenges include model explainability, validation, regulation, and privacy integration.
• A holistic approach involving diverse stakeholders is crucial for successful AI implementation.

Conclusions:

• Responsible AI deployment in healthcare requires prioritizing ethical considerations, patient privacy, and model transparency.
• Collaboration among technology developers, healthcare professionals, regulators, and end-users is vital.
• Developing robust frameworks is necessary to balance AI's benefits with its challenges in clinical workflows.