AMID, a verification-guided multi-agent MLE system for medical imaging, outperforms general MLE agents on 20 ReX-MLE challenges and approaches human challenge solutions on several tasks.
Daniil A Boiko, Robert MacKnight, Ben Kline, and Gabe Gomes
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Towards Autonomous and Auditable Medical Imaging Model Development
AMID, a verification-guided multi-agent MLE system for medical imaging, outperforms general MLE agents on 20 ReX-MLE challenges and approaches human challenge solutions on several tasks.