myocardial-infarction

There are 2 repositories under myocardial-infarction topic.

likith012 / IMLE-Net
Official implementation of our IEEE:SMC 2021 paper "IMLE-Net: An Interpretable Multi-level Multi-channel Model for ECG Classification"
explainable-ai deep-learning attention-mechanism ecg arrhythmia myocardial-infarction pytorch tensorflow2 time-series heart-disease
Language:Python 27
degerliaysen / MultiEchoAI
Myocardial Infarction Detection
1d-cnn cnn-classification convolutional-neural-networks decision-tree-classifier deep-learning echocardiography machine-learning medical-image-analysis myocardial-infarction random-forest svm-classifier heart-attack multi-view
Language:Python 20
harshraj3223 / Automated-Detection-and-Localization-of-Myocardial-Infarction-Research-Project
Classifier for detection and prediction of the type of MI or NORM from 12-lead ECG beats.
deeplearning 1d-cnn bilstm myocardial-infarction 12-lead-ecg-beats rnn feature-extraction ecg-classification
Language:Jupyter Notebook 15
QJYBall / MyoPS-Net
MyoPS-Net: Myocardial Pathology Segmentation with Flexible Combination of Multi-Sequence CMR images
deep-learning multimodality myocardial-infarction segmentation myocardial-pathology-segmentation
Language:Python 7
biodatlab / multitask-vision-ecg
MS and LVEF classification for ECG image using multi-task deep learning. Demo website (in Thai) ↓
ecg-classification ecg-signal web-application left-ventricle-quantification myocardial-infarction deep-learning multitask-classification
Language:Jupyter Notebook 3
AchmadFachturrohman / Machine-Learning-Based-Myocardial-Ischemia-Classification
Bachelor Thesis in Biomedical Engineering about Myocardial Ischemia Detection Using DWT Feature Extraction and Artificial Neural Networks Classifier
artificial-neural-networks classification discrete-wavelet-transform heart-disease-classification microcontrollers myocardial-infarction ann embedded-systems signal-processing ecg-filtering ecg-signal heart-disease ischemia tensorflow tkinter-gui
Language:Jupyter Notebook 2
Phrungck / myocardial-segmentation
Use of segmentation models to extract the epicardium in low-quality echocardiograms. Dataset used: https://www.kaggle.com/datasets/aysendegerli/hmcqu-dataset
artificial-intelligence computer-vision deep-learning medical-image-segmentation myocardial-infarction segmentation python pytorch
Language:Jupyter Notebook 2
anasoubaha / DataAnalysis_Myocardial_Infarction
Statistical data analysis of the myocardial infarction for life or death prognosis using PCA method
sas data-analysis statistics prognostics myocardial-infarction pca-analysis
Language:SAS 1
STEMI-scRNA-seq
molgenis / STEMI-scRNA-seq
single cell experiments in STEMI participants
myocardial-infarction rna scrna-seq single-cell st-elevated stemi
Language:R 1
danieljgorski / scRNAseq-Hmmr-OE
Hyaluronan Mediated Motility Receptor (Hmmr) overexpression
myocardial-infarction scrna-seq-analysis
Language:R 0
danieljgorski / spatial-24h
Spatial transcriptomics of cardiac tissue 24 h after ischemic injury
spatial-transcriptomics myocardial-infarction
Language:R 0
FIUPanther-JMolto98 / EEL5813_PRJ03_MLP_Backpropagation_Momentum_EKG-MCI
Repository contains my MATLAB files for the hand-coded Myocardial-Infarction detection model trained on EKG data whose features were carefully engineered for the EEL5813 - Neural Networks: Algorithms and Applications course, PROJECT03
artificial-intelligence artificial-neural-networks backpropagation-algorithm backpropagation-momentum ekg-analysis machine-learning matlab myocardial-infarction
Language:MATLAB
matthiaszeller / GNN-MI
Graph Neural Networks for Mycardial Infarction Prediction
gnn machine-learning health deep-learning myocardial-infarction
Language:Jupyter Notebook
sidd1915 / myocardial-infarction-using-ML
This project focuses on the detection of myocardial infarction (heart attack) using machine learning techniques. We leverage the PTB diagnostic database, a widely used dataset in the field of cardiology.
machine-learning-algorithms machine-learning-classifiers myocardial-infarction
Language:Jupyter Notebook