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MeddeX: A Retrieval-Augmented LLaMA-3 System with Gemini Vision for Evidence-Backed Medical Report Analysis
Not specified in the provided content
RAGfine-tuningmultimodalclinical decision support
2610.20632
Builder Relevance
1h ago80%
Abstract
MeddeX is a Medical Report Analyzer that enhances the efficiency and accuracy of medical report analysis through advanced AI techniques.
Reality Card
Core Claim
MeddeX significantly improves the accuracy and efficiency of medical report analysis by integrating a fine-tuned LLaMA-3 model with a multimodal Gemini Vision layer.
Method / Result
Improvements across ROUGE-1 (+9.2%), ROUGE-2 (+10.0%), ROUGE-L (+11.8%), BLEU (+71.4%), and BERTScore (+0.8%) compared to the base model.
Limitations
The paper does not specify the authors, which may limit reproducibility and transparency.
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