Blog

I share my academic life!

My Volunteer Experience in Hospital: Six-month COVID-19 fight!

Everything started from late April 2020 when I entered Imam Khomeini Hospital of Ardabil city to build up a pioneering machine learning approach to diagnose COVID-19 from CT-Scan. The idea of creating a ML4H is strongly pursued by my colleagues around the world. Developing such tool could lead to quick and accurate diagnosing method. Fortunately,…
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VR based Rehabilitation platform for Dementia

As you know, I’m developing a virtual reality (VR) environment for people who suffer from dementia. I uploaded the first build of this game for people who are curious and want to develop it more. you can download it from here. DOWNLOAD This version doesn’t include VR controllers so you can easily move around with…
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Graph Neural Networks- Architectures review!

Graph Neural Networks offer an efficient and accurate answers to problems which can be represented as a graph. This way of solution have high potential to get accurate prediction on models in comparison to other types of neural networks! Here I will discuss types of GNN like GCN, GraphSAGA, DeepWalk. The ChebNet will be discussed…
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A GUI for DIY Syringe pump

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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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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Online COVID-19 detector based on CXR

It would be an honor to introduce this system which is available IN THIS LINK.

Biological Signal Processing: ML Approach- E01: Breast Cancer Detection

I prepared a tutorial for analyzing biomedical signals like EEG, ECG and biological datasets. In this tutorial we use PYTHON and MATLAB. In the first episode of this series, we will write an simple program to analyze breast cancer factors in patients and detect these type of cancer. دوره آموزشی تحلیل سیگنال های حیاتی با…
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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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New Publication: Medical Image Enhancement and Deblurring

In NUSYS’19 conference, I published another paper which was about enhancing medical images and deblurring them.

New Publication: An Automatic Driver Assistant based on Intention Detecting Using EEG Signal

Recently, I published results of my research in NUSYS’19 conference. This research was about a driver assistant system.