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Smart Diagnosis Using Machine Learning

Ujjwal Mittal, Sanya Swain

Abstract


We discuss a plausible way for smart diagnosis. Theuse of Deep Learning in image processing can enable us to build Models to detect the presence of ailments in Diagnostic Images such as X-Ray or CT Scans performing as a diagnosis tool. These trained models can be effortlessly added into an easily accessible portal like a website or a phone application providing ease of use even for a non-practitioner. Further, we have covered a case study on how we built a Convolution Neural Network Model over a set of X-Ray Images of Lungs to determine the presence of pulmonic disease like Pneumonia using Keras framework.

Keywords:Smart Diagnosis, Machine Learning, Deep Learning, Convolutional Neural Networks, technology

Cite this Article: Ujjwal Mittal, Sanya Swain. Smart Diagnosis Using Machine Learning. Journal of Artificial Intelligence Research & Advances. 2020; 7(2): 39–45p.


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DOI: http://dx.doi.org/10.37591%2Fjoaira.v7i2.2542

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