SmartDent AI:AI-Driven Diagnosis and Treatment Solutions

Abstract

SmartDent-AI is an advanced AI-powered dental diagnostic and treatment platform aimed at enhancing dental care delivery through accurate diagnostics, personalized treat-ment planning, and improved patient engagement. By utilizing deep learning models such as MobileNetV2 for disease detection, U-Net for image segmentation, and Pix2Pix for orthodontic treatment simulations, the platform offers comprehensive dental solutions. It accurately detects dental conditions like caries, gingivitis, and misalignment through analysis of dental X-rays and intraoral images. The orthodontic treatment feature uses a Pix2Pix model, consisting of a UNet Generator for aligning misaligned teeth and a PatchGAN Discriminator to ensure realistic image generation. The system preprocesses input images to generate visual representations of aligned teeth, aiding in treatment planning and communication between dentists and patients. SmartDent-AI integrates telemedicine tools for real-time remote consultations, allowing patients to upload images and receive AI-driven diagnostics and personalized treatment recommendations. It also facilitates easy appointment scheduling with specialists. Through its user-friendly interface and real-time processing capabilities, SmartDent-AI provides an innovative and comprehensive solution to revolutionize dental care.

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