CheXagent
Chest X-ray interpretation based on visual language basic model
Product Details
CheXagent is a chest X-ray interpretation tool based on the visual language basic model. It leverages clinical large-scale language models to parse radiology reports, visual encoders to represent X-ray images, and designs a network to bridge visual and language modalities. In addition, CheXagent also introduces CheXbench, a new benchmark designed to systematically evaluate the performance of visual language-based models on eight clinically relevant chest X-ray interpretation tasks. After extensive quantitative evaluation and qualitative review with five expert radiologists, CheXagent outperformed previously developed general and medical-domain base models on the CheXbench task.
Main Features
Target Users
CheXagent can be used to automate chest X-ray interpretation, assisting physicians in clinical decision-making and improving patient outcomes.
Examples
Hospital radiology department uses CheXagent to aid chest X-ray interpretation
Medical research organization uses CheXagent for clinically relevant chest X-ray interpretation tasks
Medical imaging company integrates CheXagent into its medical imaging solution
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