PneumoCheck : Pneumonia Detection App

PneumoCheck : Pneumonia Detection App

Dr. P.S. Prasad, Aditya Manohar Meshram, Prajwal Gajanan Bawane, Shwet Shailendra Gaikwad, Payal Nandkishor Latare, Kshitij Vijay Sarode

Information Technology Department, HOD
Priyadarshini College of Engineering, Nagpur

Abstract- Pneumonia is among the most prevalent diseases, and due to lack of experts it is difficult to detect. This paper focuses on surveying and comparing the detection of lung disease using different computer-aided techniques used in application to increase the portability and suggests a revised model for detecting pneumonia. In this survey, we also tried to familiarize ourselves with the different image pre- processing techniques used to convert raw X-ray images into standard formats for analysis and detection, machine learning techniques such as CNN, Deep Learning techniques, which is an important phase in accurate pneumonia detection.

Keywords- Pneumonia Detection, CNN, Chest Radiography, Image processing, Deep Learning, Machine Learning, Android Development.