AI-Based Tool for Preliminary Diagnosis of Dermatological Manifestations

International Journal of Engineering Innovations and Management Strategies 1 (2):1-12 (2024)
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Abstract

Dermatological conditions affect a significant portion of the global population, with delayed diagnoses often leading to worsening conditions. This project introduces an AI-based web application that uses deep learning algorithms and artificial neural networks to analyse skin images and provide rapid preliminary diagnoses. The system can identify various dermatological conditions, assess severity, and offer accuracy metrics, thereby facilitating early detection and improving healthcare outcomes. This tool addresses the growing gap between patients and dermatological care, especially in areas with limited specialist availability.

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