Interaction between clinicians and artificial intelligence to detect fetal atrioventricular septal defects on ultrasound: how can we optimize collaborative performance?

CONCLUSIONS: AI has the potential to improve performance when used in collaboration with clinicians, even if the model performance does not reach expert level. Giving additional information about model workings such as model confidence and class activation map image overlays did not improve overall performance, and actually worsened performance for images where the AI model was incorrect. This article is protected by copyright. All rights reserved.PMID:38197584 | DOI:10.1002/uog.27577

Source: The Ultrasound Review of Obstetrics and Gynecology - January 10, 2024 Category: Radiology Authors: T G Day J Matthew S F Budd L Venturini R Wright A Farruggia T V Vigneswaran V Zidere J V Hajnal R Razavi J M Simpson B Kainz Source Type: research