November 6, 2026 · American journal of obstetrics & gynecology MFM · DOI: 10.1016/j.ajogmf.2026.102192

AI feedback for clinician assessment of umbilical and middle cerebral artery Doppler ultrasound: a multicenter randomized trial.

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This multicenter randomized trial tested whether AI-generated visual and textual feedback improves clinicians' accuracy in assessing standardized umbilical artery and middle cerebral artery Doppler ultrasound images, using 96 clinicians across five Danish hospitals. AI feedback raised overall accuracy from 62.3% to 75.0%, with significant gains for both novice and experienced clinicians. Novices were more likely than experienced clinicians to follow incorrect AI advice, highlighting the continued importance of clinical experience.

Zahra Bashir, Chun Kit Wong, Manxi Lin, Alberto Raheli, Aasa Feragen, Anders Nymark Christensen, Caroline Pehrson, Mads Nielsen, Lisbeth Andreasen, Betina Ristorp Andersen, Anne Gjesing Høj Eggers, Martin Grønnebæk Tolsgaard

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AI feedback for clinician assessment of umbilical and middle cerebral artery Doppler ultrasound: a multicenter randomized trial.

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