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Nakhasys: An ML-Based Disease Diagnosing Application
Abstract
It is necessary for human beings to undergo regular health check-ups, which all of us tend to ignore. As a result, late diagnosis of disease usually leads to ineffective treatment. To cater to this problem, the authors have developed a platform called Nakhasys, which is a smart AI-based application developed to diagnose a set of diseases like jaundice, anemia, etc. with the help of analysis of nail segmentation. This is based on the ancient Indian practice of Ayurveda. Initially a dedicated Android application will allow users to click a picture of their nails, which will be sent to the virtual machine hosted in Microsoft Azure cloud. This picture will be validated through Azure Custom Vision API. After successful validation, the same image will be sent to the custom ML model for further detection of the nail color, which will allow the application to predict the possible set of diseases. This diagnosis will alert the individual.
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