SpectraOral: AI-Based Early Detection of Oral Cancer
SpectraOral: AI-Based Early Detection of Oral Cancer
SpectraOral is an artificial intelligence (AI)-powered diagnostic support prototype developed to detect early-stage oral cancer and pre-cancerous lesions using deep learning-based image analysis. The model leverages transfer learning (ResNet50, EfficientNetB3) and Grad-CAM visualization to provide explainable results for clinicians. This research note, developed under IIT Mandi’s AI & Data Science Minor Program and Softcodex AI Lab, highlights methodology, results (92% accuracy), and its vision to democratize healthcare through accessible AI screening. Shared openly for research and educational purposes.
Artificial Intelligence, Deep Learning Oral Cancer. Medical Imaging HealthTech
Artificial Intelligence, Deep Learning Oral Cancer. Medical Imaging HealthTech
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