DrugVision: An AI-Based Clinical Solution for Medication Safety and Drug Interaction Detection.

DrugVision is an AI-based clinical decision support platform designed to enhance medication safety and detect adverse drug interactions. The system integrates a convolutional neural network ensemble (ResNet-50, EfficientNet-B0, MobileNetV3) for solid oral dosage form identification, transformer-augmented OCR for handwritten and printed prescription digitization, a DrugBank and openFDA knowledge graph for drug-drug interaction (DDI) risk grading, and a fine-tuned BERT architecture for clinical symptom triage, exposed via a full-stack Next.js and FastAPI architecture.