The medical imaging research landscape is shifting from controlled benchmark evaluation to real-world clinical deployment. In this setting, applying analytical methods extends beyond model design to require dataset-aware workflow configuration and provenance tracking. The authors present an artifact-based agent framework that introduces a...
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Artifact-based Agent Framework for Adaptive and Reproducible Medical Image Processing
A novel framework for adaptive and reproducible medical image processing addresses the limitations of current medical imaging research by introducing adaptability and reproducibility.
medical-image-processingadaptive-workflowreproducibilityartifact-contractfrontierautomated
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