Author

Théo Sartoretti

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Open access Aug 2026

MedGemma Evaluation for Fundamental Radiological Imaging Classification Tasks

Background This study evaluates the performance of MedGemma-4B, a specialized medical vision-language model (VLM), on six fundamental radiological image classification tasks. We hypothesize that, despite their diagnostic capabilities, such models may underperform on clinically essential perceptual tasks that may be u...

Théo Sartoretti, A. Jayet, Thomas Saliba et al. · F1000Research · 0 citations