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Artificial Intelligence-Based Consumer Health Informatics Application: Scoping Review.

Onur Asan1, Euiji Choi2, Xiaomei Wang3

  • 1School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, NJ, United States.

Journal of Medical Internet Research
|August 30, 2023
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Summary

Artificial intelligence (AI) in health care enhances patient-centered care. This review of AI-based consumer health informatics (CHI) shows positive impacts on patient outcomes and perceptions.

Keywords:
artificial intelligenceconsumer informaticsdigital healthmHealthmachine learningmobile healthmobile phonepatient outcomespersonalized health care

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Area of Science:

  • Health Informatics
  • Artificial Intelligence
  • Patient-Centered Care

Background:

  • Artificial intelligence (AI) is transforming healthcare, increasing patient accessibility and engagement.
  • Patients are becoming primary consumers and decision-makers in health technology.
  • Researching patient perceptions and outcomes is crucial for AI integration in healthcare.

Purpose of the Study:

  • To review and analyze AI-based consumer health informatics (CHI) research.
  • To understand the impact of AI-based CHI on patient-centered care.
  • To identify trends and outcomes in AI-driven health informatics.

Main Methods:

  • Scoping review of peer-reviewed papers in PubMed before July 2022.
  • Included studies on AI-based CHI tools reporting patient outcomes or perceptions.
  • Analyzed 20 eligible papers.

Main Results:

  • AI-based CHI systems are prominent in mobile health (65%), robotics (25%), and telemedicine (10%).
  • All systems focused on delivering personalized patient care.
  • Studies demonstrated benefits for patient outcomes and perceptions across disciplines.

Conclusions:

  • AI-based CHI systems show a positive trend in impacting patient outcomes and perceptions.
  • Further research is needed on clinician perspectives and integration into healthcare workflows.
  • AI holds significant potential for patient-centered healthcare advancements.