SpineAgent combines multi-sequence MRI embeddings from DINOv3 encoders with 37 specialized agents and an end-to-end Medical Report Agent to achieve SOTA automated spine MRI report generation on a large clinical dataset.
J.et al.The rsna lumbar degenerative imaging spine classification (lumbardisc) dataset.arXiv preprint arXiv:2506.09162(2025)
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A multi-agent system for spine MRI report generation from multi-sequence imaging
SpineAgent combines multi-sequence MRI embeddings from DINOv3 encoders with 37 specialized agents and an end-to-end Medical Report Agent to achieve SOTA automated spine MRI report generation on a large clinical dataset.