How to design digital health interventions with artificial intelligence: A scoping review - Scorecard - MDSpire
Coming Soon: Introducing MDSpire News. Learn more
Conexiant’s news site is now MDSpire News. Learn more

Developing AI-Driven Digital Health Solutions: A Comprehensive Scoping Review

  • By

  • Shuimei Liu

  • L. Raymond Guo

  • September 12, 2026

Share

Clinical Scorecard: Developing AI-Driven Digital Health Solutions: A Comprehensive Scoping Review

At a Glance

CategoryDetail
ConditionAI-Driven Digital Health Solutions
Key MechanismsIntegration of Generative AI and Large Language Models in health tool design and development.
Target PopulationDiverse patient populations with heterogeneous needs.
Care SettingDigital health interventions and health informatics.

Key Highlights

  • AI is transitioning from a product to a collaborative design agent in digital health.
  • Generative AI tools are reshaping prototyping workflows and patient engagement.
  • A systematic scoping review was conducted to explore AI's roles in health design methodologies.
  • Existing literature lacks comprehensive insights into AI's operational workflows in health tool design.
  • A practical framework for incorporating AI agents in health informatics is proposed.

Guideline-Based Recommendations

Diagnosis

    Management

      Monitoring & Follow-up

        Risks

          Patient & Prescribing Data

          Not specified; focuses on diverse patient populations.

          Emphasizes the need for culturally adaptive health content co-created with marginalized communities.

          Clinical Best Practices

          • Incorporate human-in-the-loop validation stages in AI-driven design workflows.
          • Utilize established frameworks like CONSORT-AI and SPIRIT-AI for assessing AI models.

          Related Resources & Content

            Original Source(s)

            How to design digital health interventions with artificial intelligence: A scoping review

            • by Shuimei Liu, L. Raymond Guo

            • September 12, 2026

            Related Content

            Pima Medical Institute Launches Dental Hygiene Program in Phoenix

            New 18-month curriculum includes classroom, laboratory and clinical education for students pursuing associate degrees.

            • September 11, 2026

            • 3 min
            Maternal Violent Injury and Child Exposure to Violence—A Call for Trauma-Informed and Structural Responses

            Robotic knee surgery put to the test

            RACER-Knee compared Mako-assisted and conventional total knee replacement across 10 hospitals in Great Britain.