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ECG-TransNet

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software/ecg-transnet

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…

Machine-generated from the listed sources and not yet reviewed by a human.

ECG-TransNet project image
GitHub preview card for JaeBinCHA7/ECG-TransNet. Served by its origin, not stored here, and not covered by this registry’s licence.
record
Category
Software & Systems
Subcategory
unknown
License
MIT(osi)
Status
active
Maturity
deployed
Organization
unknown
Country
unknown
Homepage
ieeexplore.ieee.org/document/11460795
Repository
github.com/JaeBinCHA7/ECG-TransNet
Documentation
unknown
Tags
12-lead-ecg · deep-learning · ecg · icassp · metric-learning · multi-label-classification · ptb-xl · pytorch · transformers
Regulatory
unknown
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.

  • ECG-Multi-Label-Classificationecg · multi-label-classification · ptb-xl

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

  • SynthECGecg · ptb-xl · pytorch

    The first systematic evaluation framework for synthetic 10-second 12-lead ECGs from diagnostic class-conditioned generative models

  • 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-Representation-Learning12-lead-ecg · ecg

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

  • ePillID-benchmarkmetric-learning

    ePillID Dataset: A Low-Shot Fine-Grained Benchmark for Pill Identification (CVPR 2020 VL3)

sources
  1. api.github.com/repos/JaeBinCHA7/ECG-TransNet
    retrieved 2026-08-25 · via github-api

    Machine-imported from GitHub search. Last push 2026-04-29, 7 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.

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machine-readable

/v1/entries/52.json→ .entries["ecg-transnet"]

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