electrocardiography 开源项目推荐（40 个）

obss /BIOBSS

A package for processing signals recorded using wearable sensors, such as Electrocardiogram (ECG), Photoplethysmogram (PPG), Electrodermal activity (EDA) and 3-axis acceleration (ACC).

embodied-computation-group /systole

Systole: A python package for cardiac signal synchrony and analysis

ChihHanHuang /Deep-learning-ECG-The-China-Physiological-Signal-Challenge-2018-champion

The model and the code of The China Physiological Signal Challenge 2018 champion

mozanunal /digital-filtering-of-ecg-signal

Self-contained Jupyter notebook that walks through loading raw ECG, designing digital filters, visualising spectra, cleaning noise and extracting heart-rate features—perfect for teaching bio-signal processing.

JavierMoncayo /ECG-analyzer

Matlab GUI to load, plot, analyze and filter real ECG signal and model your own ECG.

konstantd /Advanced_Signal_Processing_Techniques

Familiarization with Higher Order Statistics (Spectra) and ARMA (Autoregressive Moving Average) models. Time Frequency Analysis techniques (Short Time Fourier, Hilbert-Huang and Wavelet Transform) are implemented in ECG signals.

konspatl /vae_scan

A deep learning library for XAI-ECG analysis

upsidedownlabs /Heart-BioAmp-Candy

Candy size Electrocardiography BioAmp sensor from Upside Down Labs!

kirushyk /gtk-ecg-viewer

Electrocardiogram Viewer for Holter Monitors

fwolling /PulSync

PerHealth'21 - PulSync: The Heart Rate Variability as a Unique Fingerprint for the Alignment of Sensor Data Across Multiple Wearable Devices

amirBgazand /EDI

A Method to Improve Any ECG Denoising Technique In limb leads

JanBancerewicz /research-project

AI-based heart rate variability analysis from ECG and mobile PPG — research project published in TASK Quarterly 2026.

TheAxeC /ecg-representation-clustering

Chance-corrected benchmark of ECG representations (raw, autoencoder, hand-crafted, foundation models) for unsupervised arrhythmia clustering on PTB-XL and MIT-BIH, with a supervised ceiling and deployment-robustness (imbalance, federation) analysis.

jim4226 /ClaudeScienceHackathon_2026

HumanVector turns biological age from one number into a directional state space: controlled ECG perturbations, external transport, and a cross-scale evidence atlas.

sokolmarek /masters-thesis

Master's thesis - Assessment of cognitive load in extreme environment

CeBiDa /ECG-Format-Converter

Python app with GUI and CLI to read and write raw ECG data in different formats (DAT, CSV, DCM, HL7, XML, ASC), to convert between formats and to preprocess the ECG data.

SCIInstitute /PFEIFER

Signal processing toolbox for cardiac potential recordings.

69rascal /cognitive-load

🧠 Reduce cognitive load in coding to enhance understanding and efficiency. Contribute to a clear, practical guide for improving code comprehension.

TheAxeC /bttr-af-ecg

Interpretable block-term tensor regression (BTTR) for identifying atrial fibrillation in sinus-rhythm ECG on PTB-XL, benchmarked against clinical, CNN, CP, and foundation-model baselines.

Nelson-iitp /ECG

ECG Data-Set and Sample Code