ECG-Representation-Learning

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software/ecg-representation-learning

Self-supervised pre-training for ECG representation with inspiration from transformers & computer vision

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ECG-Representation-Learning project image — GitHub preview card for StefanHeng/ECG-Representation-Learning. Served by its origin, not stored here, and not covered by this registry’s licence.

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Category: Software & Systems
Subcategory: unknown
License: MIT(osi)
Status: maintained
Maturity: deployed
Organization: unknown
Country: unknown
Homepage: unknown
Repository: github.com/StefanHeng/ECG-Representation-Learning
Documentation: unknown
Tags: 12-lead-ecg · attention · bert · clustering · dino · ecg · nlp · pre-training
Regulatory: unknown

built by · 2

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similar by tags

Computed from shared tags, weighted so a rare tag counts for more than a common one. These are suggestions, not curated relationships.

Age-Estimation-Using-12-Lead-ECG-Based-on-Deep-Learning12-lead-ecg · ecg
In this project, we introduce a deep learning-based model for predicting age from 12-lead ECG data.
ECG-Multi-Label-Classification-Using-Multi-Model12-lead-ecg · ecg
In this project, we will perform 12-lead ECG Multi-label Classification. Specifically, we will design a multi-model utilizing the characteristics of diagnoses from the Shaoxing and Ningbo databases.
ECG-TransNet12-lead-ecg · ecg
Official PyTorch implementation of "ECG TransNet: Intra/Inter-Lead Feature Integration with Proxy-Guided Learning for 12-Lead ECG Classification" (ICASSP 2026). A SOTA multi-label 12-lead ECG…
helicalpre-training
A framework for state-of-the-art pre-trained bio foundation models on genomics and transcriptomics modalities.
medkitbert · nlp
Toolkit for a learning health system
Feline-Projectbert · nlp
Domain-adaptive NLP pipeline for feline veterinary NER using BERT

sources

api.github.com/repos/StefanHeng/ECG-Representation-Learning
retrieved 2026-08-05 · via github-api
Machine-imported from GitHub search. Last push 2025-09-17, 29 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.

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