Naçima Mellal, Khawla Bouzekri, Meriem Sabri, Salah Abdennebi
{"title":"Android App based on CNN for Covid-19 Detection using Chest X-ray Images","authors":"Naçima Mellal, Khawla Bouzekri, Meriem Sabri, Salah Abdennebi","doi":"10.1109/PAIS56586.2022.9946916","DOIUrl":null,"url":null,"abstract":"Covid_19 pandemic is considered a global emergency that has caused great human as well as economic loss. To attack this pandemic, we developed a convolutional neural network model (CNN) the detection of COVID-19 using Chest X-Ray images (CXR). The model is then deployed on the Android app RT2022 which is tested on real CXR images and the first results obtained, after experiments, testify to the performance of the RT2022 model. In COVID-19 detection, we achieved an accuracy of 90.60%","PeriodicalId":266229,"journal":{"name":"2022 4th International Conference on Pattern Analysis and Intelligent Systems (PAIS)","volume":"36 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Pattern Analysis and Intelligent Systems (PAIS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PAIS56586.2022.9946916","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Covid_19 pandemic is considered a global emergency that has caused great human as well as economic loss. To attack this pandemic, we developed a convolutional neural network model (CNN) the detection of COVID-19 using Chest X-Ray images (CXR). The model is then deployed on the Android app RT2022 which is tested on real CXR images and the first results obtained, after experiments, testify to the performance of the RT2022 model. In COVID-19 detection, we achieved an accuracy of 90.60%