June 28, 2020/2 min readA GUI for DIY Syringe pumpIn short: my final-semester group set out to build a syringe pump out of an Arduino. COVID-19 split the team up, so I published my part: the Python GUI that drives it. We tried to build a syringe pump…
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 9, 2020/3 min readBiological Signal Processing: ML Approach- E01: Breast Cancer DetectionIn short: episode one of a tutorial series on analysing biological signals with Python and MATLAB. Here we load the Breast Cancer Wisconsin dataset and train an SVM to tell malignant from benign. This…
December 13, 2019/1 min readNew Publication: Medical Image Enhancement and DeblurringIn short: a paper on deblurring medical images, published at the NUSYS'19 conference . It combines anisotropic diffusion, shock filters and a coarse-to-fine blur kernel estimate to pull a sharp image…
September 22, 2018/1 min readNeural Networks- ReviewIn short: notes I took while reviewing the basics of neural networks. Mostly quotes worth keeping, plus the three kinds of learning and where each one shows up. A lot is happening in AI right now.…
September 17, 2018/1 min readWearable ECG- ImplementationIn short: I built a working ECG recorder out of an AD8232 module, an Arduino, three electrodes and a breadboard. Here are the parts, the wiring, where the electrodes go, and how to get the trace on a…
۷ خرداد ۱۳۹۷/1 min readFAمعرفی و دانلود دیتابیس ECG و EEGچند وبسایت برای دانلود دیتابیسهای ECG و EEG: physionet.org شامل انواع و اقسام دیتا ها از ECG و EEG و EHG تا دیتا های مربوط به تصویر و بانک اطلاعات تصویری. www.brainsignals.de این وبسایت هم شامل داده…