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#Covid-19

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August 3, 2021/2 min read

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

In short: I took five networks that classify COVID-19 chest X-rays and attacked them four different ways. Average accuracy fell from 96.7% to as low as 25.5%. After building an online COVID-19…

May 3, 2021/1 min read

My Experience in Hospital!

In short: in April 2020 I went into Imam Khomeini Hospital in Ardabil to build a machine learning system that diagnoses COVID-19 from scans. I ended up admitting patients and scheduling the imaging…

May 30, 2020/6 min read

An Online Automatic Corona Diagnose System Based on Chest X-ray Images

In short: I trained four networks on chest X-rays to detect COVID-19, picked the best one, and put it online. VGG16 won with 98.92% accuracy and it now runs behind an API on Google Cloud. 98.92% VGG16…

March 2, 2020/6 min read

COVID-19 Detection with ML and CXR | تشخیص کرونا توسط یادگیری ماشین و CXR

In short: when Iran ran short of COVID-19 test kits, I built a demo that looks at a chest X-ray and tells a normal lung from an abnormal one. Full Keras code below. زمانیکه شروع به ساخت این برنامه…

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