May 3, 2021/1 min readMy 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 readAn Online Automatic Corona Diagnose System Based on Chest X-ray ImagesIn 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 readCOVID-19 Detection with ML and CXR | تشخیص کرونا توسط یادگیری ماشین و CXRIn 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…