Tag: Covid-19

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New Preprint: How Adversarial attacks affect Deep Neural Networks Detecting COVID-19?

After developing an online COVID-19 diagnosing system, I was interested in drawbacks of Machine Learning in Healthcare. One of the biggest issues are vulnerability of these models. In this preprint, I looked into effectiveness of these models on COVID-19 Xray image classifiers. ResNet-18, ResNet-50, Wide ResNet-16-8 (WRN-16-8), VGG-19, and Inception v3 were implemented and tested…
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An Online Automatic Corona Diagnose System Based on Chest X-ray Images

This is a detailed paper for my online COVID-19 diagnosis system. Abstract. An outbreak of SARS-CoV-2 shocked healthcare systems around the world. It began in December 2019 in Wuhan, China, and spread out in over 120 countries in less than three months. Imaging technologies helped in COVID-19 fast and reliable diagnosis. CT-Scan and X-ray imaging…
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COVID-19 Detection with ML and CXR | تشخیص کرونا توسط یادگیری ماشین و CXR

زمانیکه شروع به ساخت این برنامه کردم بحران تعداد کیت داشتیمبا توجه به علائم کیفی مانند تب و سرفه و غیره نمیتوان بطور قطع گفت که فرد مبتلا به این بیماریست یا خیر … بنابر مقاله های جدید منتشر شده در دو هفته اخیر متوجه شدم که اسکن ریه میتونه خیلی واضح توی روند تشخیص…
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