machine learning – Reza's Blog

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

by rezaamini
in Deep learning, machine learning, papers
on August 3, 2021

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

by rezaamini
in Uncategorized
on March 2, 2020

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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Tag: machine learning

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

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