Mapping review of 368 systematic reviews: AI in healthcare concentrates in radiology; ethical concerns rising

Radiology was a high-density domain in 368 AI-in-healthcare systematic reviews; 68% of data from imaging, electronic health records, labs; ethical concerns in 78.5% (rising 2021–2025).

• Diagnosis, prognosis, and treatment accounted for >80% of AI applications; novel uses like ambient clinical documentation emerged.
• Ethical themes included privacy, model accuracy, bias, and explainability; proportion of reviews reporting ethical concerns increased from 2021 to 2025.

Automated summary

RadPigeon summaries are original and for information only. They are not clinical advice.