I share my academic life!
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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we’ve tried to build a syringe pump, in the last semester of our undergraduate programmer. “Medical devices” course provided useful information about general equipment of hospital units. We have determined to build syringe pump with available tools like Arduino! The 3-member groups was formed. Since COVID-19 crisis, our group split up, So I decided to…
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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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