The Structure of Chaos (Makowski, 2022): Supplementary Materials

Myocardial Infraction Detection using Pathological Q Waves and ST Segment Elevation as Features

free, open-source HRV toolkit

This repo contributes the usage of long term Atrial Fibrillation database to collect four types of cardiac arrhythmias data.

Personal research project seeking to evaluate the efficacy of advanced neural architectures for the purpose of estimating energy expenditure from physical activity.

Python pipeline for extracting HRV and ECG morphology features from EDF/FIF recordings.

Music discovery platform that recommends you a song based on your heart's BPM and your mood using Machine Learning.

AI system for ECG signal analysis and clinical report generation — RAG pipeline grounded in ESC/AHA/ACC guidelines, LLM report generation via Groq, full MLOps stack with Prometheus, Grafana, and LangSmith

Exploratory Data Analysis of ECG record files

Ejemplo de Procesamiento de Actividad Electrodérmica

Python based ECG analysis

Graph Neural Network (GNN) approach for multi-label classification of clinical ECG data using PyTorch Geometric, NeuroKit2, and the PTB-XL dataset.

ECG synthesis & denoising app with FIR/IIR filters, noise modeling, and SNR/MSE evaluation.

Python library for secure ECG signal acquisition and ASCON-128 authenticated encryption via FPGA hardware acceleration

AI-Driven Cardiac Monitoring System for ECG analysis, heart rate variability, and arrhythmia detection using Flask, NeuroKit2, and Machine Learning.