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atrial_fibrillation_detection_emd

This repository contains code reproducing an existing method to detect atrial fibrillation using empirical mode decomposition of signals. This was a lecture that I gave for graduate-level BioSignal Processing course.

bayesian_autonomous_search

This repository consists of codes reproducing an existing method for autonomous Bayesian search strategy for single-agent robotic applications

chestxray-pggan

High Resolution Chest X-ray Image Synthesis Using Progressive-Growing Generative Adversarial Networks

deblur-gan

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

deblurgan

Image Deblurring using Generative Adversarial Networks

dlaicourse

Notebooks for learning deep learning

image_processing_projects

This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.

matlab-on-aws

Stand up a MATLAB desktop with Remote Desktop access using AWS CloudFormation

misc_projects

pattern_recognition_projects

This repository consists of the codes that I wrote for implementing various pattern recognition algorithms

signal_processing_projects

This repository consists of codes that I developed for EEG and ECG signal processing

table1_baseline-characteristics

This repository contains a python notebook that creates Table-1: baseline characteristics with p-values comparing two groups. Greatly helpful for clinical and biological studies. Can be used for manuscipts.

unets-for-tb-segmentation-and-localization

In this study, we propose the benefits offered through training custom chest X-ray (CXR) modality-specific U-Net models toward segmenting the lungs and Tuberculosis (TB)-related manifestations using CXRs.