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Artificial Intelligence based detection of COVID-19 from Chest X-ray images

Implementing Organization

Indian Institute of Technology (IIT), Gandhinagar Visit
Principal Investigator
Krishna Miyapuram
Associate Professor, Indian Institute of Technology (IIT) Gandhinagar

Project Overview

AI tools are widely used for medical image diagnosis. The primary requirement of such tools is big-data i.e. availability of large datasets. We report a simple machine learning architecture that can has been trained using deep learning algorithms and the pooled x-ray image datasets. The format of any test image of a new person will be automatically transformed and diagnosed using the AI tool. A similar web-interface can be setup for our tool using a simple desktop Linux server. It will also validate the input images before giving a result. Using our tool and web-interface anybody can upload a chest x-ray or CT-scan in standard image formats such as jpeg, png etc. and check whether it is COVID-19 positive or not.
Quick Information
Area of Research
Medical Sciences
Focus Area
AI tool for detection of COVID-19 from X- ray images
Start Date
2020
Contact
kprasad@iitgn.ac.in
Output
No. of Research Paper
00
Technologies (If Any)
00
No. of PhD Produced
00
Publications
00
No. of Patents
Filed : 00
Grant : 00
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