App is deprecated.Last check on May 6, 2024.
publisher
category
price
$0.99store
Reviews
0 (0)
United States
Description
A Mobile Application Developed for Diagnosis of Lungs Pneumonia
Pneumonia is a respiratory infection resulting in inflammation of the lungs. The causes of this infectious disease could be attributed to viruses, bacteria or fungi. One of the many ways of detecting the disease is by a chest X-ray of the patient. The rural population in developing nations have limited access to doctors, medical diagnostic facilities, and hospitals. Hence, diagnosis is delayed resulting in adverse consequences. This app is an attempt to design and develop a smartphone-based application (app) for the preliminary detection of pneumonia using X-ray images.
The app is based on machine learning which identifies pneumonia, using a chest X-ray image of a patient with a `MobileNets' model, trained on thousands of X-ray images of known cases of pneumonia. The app has been developed on Android Studio, incorporating TensorFlow library.
The patient's chest X-ray is scanned and uploaded to the app using the smartphone camera. Additionally, an e-diagnosis facility is integrated into the app where qualified medical practitioners' advice is taken on the obtained results. A breathing pattern recorder module is developed, which, in future, could be integrated into the smartphone app to increase its accuracy in prediction.
Category Ranking
Review Breakdown
Screenshots
Download & Revenue
About
Bundle Id
com.netagrow.pneumoMin Os. Version
5.0Release Date
Thu, Jun 2, 2022Update Date
Thu, Jun 2, 2022Content Rating
EveryoneWhat's New
version
1654206718000updated
1 year agoThe app is based on machine learning which identifies pneumonia, using a chest X-ray image of a patient with a `MobileNets' model, trained on thousands of X-ray images of known cases of pneumonia.
Newsletter
Subscribe our newsletter and get useful information every week.
Publisher's Other Apps
Other Health & Fitness Apps
Stay Ahead of the Market with StoreSpy
Start NowNever miss opportunities
Watch your competitors closely
Start boosting your app right away