AINeutralarXiv – CS AI · 7h ago6/10
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Intelligent Healthcare Imaging Platform: A VLM-Based Framework for Automated Medical Image Analysis and Clinical Report Generation
Researchers have developed an intelligent healthcare imaging platform using Vision-Language Models (VLMs), specifically Google Gemini 2.5 Flash, to automate medical image analysis and clinical report generation across CT, MRI, X-ray, and ultrasound modalities. The system achieves 80-pixel average deviation in location measurement and demonstrates zero-shot learning capabilities, though the authors acknowledge clinical validation is necessary before widespread adoption.
🧠 Gemini