Rabiul Islam's repositories
Arrhythmia_Classification
CNN-LSTM and Attention based Hybrid Model for ECG Arrhythmia Classification
opencv-course
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
camus_challenge
This repository hosts all the code and information related to CAMUS challenge.
cnn-imi
This is a repository for the code developed to produced the results in the paper "Detection of Inferior Myocardial Infarction using Shallow Convolutional Neural Networks" (https://arxiv.org/abs/1710.01115v3)
DL-ECG-Review
A Review of Deep Learning Methods on ECG Data
dynamic
EchoNet-Dynamic is a deep learning model for assessing cardiac function in echocardiogram videos.
ecg-classification
Code for training and evaluating CNNs to classify ECG signals from the MIT-BIH arrhythmia database.
ETAB
A Benchmark Suite for Visual Representation Learning in Echocardiography
Graph-Machine-Learning
Graph Machine Learning, published by Packt
LungNoduleDetectionClassification
Automated Extraction and Classification of Pulmonary Lung Nodules from CT Scans
matplotlib_tutorial
Source code to go along with my tutorial to learn data visualization with the matplotlib library of Python
medical-imaging-datasets
A list of Medical imaging datasets.
mit-bih_ecg_recognition
MIT-BIH ECG data recognition using 1d CNN with tensorflow2
MNIST-digit-classification
This code can classify 10 handwritten digit by simple neural network using Pytorch
opencv
Open Source Computer Vision Library
openface
Face recognition with deep neural networks.
pandas
Data & Code for my video on the Pandas library of Python
pytorchTutorial
PyTorch Tutorials from my YouTube channel
tmed2-echocardiogram-classifiers
Code for classification of echocardiograms (view type, severity level) with the TMED dataset
Zero-Shot-ECG
A Personalized Zero-Shot ECG Anomaly Monitoring System: From Sparse Representation Based Domain Adaption to Energy Efficient Suspicious Beat Detection for a Practical ECG Surveillance