Human–AI collaboration for dysphagia rehabilitation from effectiveness to implementation complexity: a systematic review - Scorecard - MDSpire

Human–AI collaboration for dysphagia rehabilitation from effectiveness to implementation complexity: a systematic review

  • By

  • Wenwen Yang

  • Sufang Li

  • Yifei Du

  • Mengran Chen

  • Funa Yang

  • Fan Zhang

  • Ji Zhao

  • Yanqing Li

  • Xiaoxia Xu

  • June 10, 2026

  • 0 min

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Clinical Scorecard: Collaboration Between Humans and AI in Dysphagia Rehabilitation: Assessing Effectiveness and Implementation Challenges Through a Systematic Review

At a Glance

CategoryDetail
Condition
Key Mechanisms
Target PopulationAdults with oropharyngeal dysphagia, particularly post-stroke and neurodegenerative conditions, including neurological and oncological populations.
Care Setting

Key Highlights

  • Adherence to AI systems declines sharply without clinician supervision.

Guideline-Based Recommendations

Diagnosis

    Management

      Monitoring & Follow-up

        Risks

          Patient & Prescribing Data

          Adults with oropharyngeal dysphagia, particularly post-stroke and neurodegenerative conditions.

          AI systems should augment clinical expertise rather than replace it.

          Clinical Best Practices

          • Integrate AI components with human clinical involvement for effective rehabilitation, emphasizing ongoing clinician oversight.

          Related Resources & Content

          Original Source(s)

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