+ 
+ 
+ 
+
+
+
+
+ Advanced Fracture Detection
+
+
+
+ v2.0 Now Available with Multi-Agent Systems
+
+
+ Advanced Fracture Detection
Powered by AI
+
+ + A state-of-the-art multi-agent system combining deep learning + ensembles, explainable AI, and medical knowledge retrieval for + accurate and transparent diagnoses. +
+
+
+
+
+
+
+
+
+
+
+
+
+
+ Why MedAI?
++ Our system uses a novel multi-agent architecture to provide more + than just a prediction. It explains, educates, and answers your + questions. +
+
+ {[
+ {
+ icon: Brain,
+ title: "Ensemble Intelligence",
+ desc: "Combines 4 diverse architectures β MaxViT, YOLOv2.6m, HyperColumn-CBAM-DenseNet169, and RAD-DINO β for state-of-the-art fracture detection accuracy.",
+ },
+ {
+ icon: ShieldCheck,
+ title: "Explainable AI",
+ desc: "Grad-CAM technology visualizing exactly which regions of the X-ray influenced the diagnosis.",
+ },
+ {
+ icon: Stethoscope,
+ title: "Medical Knowledge",
+ desc: "RAG-powered system retrieving verified medical guidelines and treatment protocols.",
+ },
+ {
+ icon: Lightbulb,
+ title: "Patient Education",
+ desc: "Automatically translates complex medical jargon into easy-to-understand summaries.",
+ },
+ {
+ icon: MessageSquare,
+ title: "Interactive Chat",
+ desc: "Ask follow-up questions to an AI assistant grounded in your specific diagnosis context.",
+ },
+ {
+ icon: Activity,
+ title: "Fracture Classification",
+ desc: "Detects 7 distinct fracture types including Spiral, Oblique, and Comminuted fractures.",
+ },
+ ].map((feature, i) => (
+
+
+
+ ))}
+
+
+ + {feature.title} +
++ {feature.desc} +
+
+
+
+
+ How It Works
+
+ {[
+ "Upload your X-ray image (JPEG/PNG) to the secure interface.",
+ "Our Ensemble Agent runs the image through multiple neural networks.",
+ "The Explainability Agent generates a heatmap showing the fracture location.",
+ "The Knowledge Agent retrieves relevant medical guidelines.",
+ "You receive a comprehensive report with diagnosis, confidence, and next steps.",
+ ].map((step, i) => (
+
+
+
+ ))}
+
+ {i + 1}
+
+ {step}
+
+ {/* Abstract visualization or placeholder */}
+
+
+
+
+ + Processing Pipeline Visualization +
+