openmedical/registry
← registry

ECG-Multi-Label-Classification

imported

data/ecg-multi-label-classification

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

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

ECG-Multi-Label-Classification project image
GitHub preview card for VanshGupta18/ECG-Multi-Label-Classification. Served by its origin, not stored here, and not covered by this registry’s licence.
record
Category
Data & Standards
Subcategory
unknown
License
MIT(osi)
Status
active
Maturity
deployed
Organization
unknown
Country
unknown
Homepage
unknown
Repository
github.com/VanshGupta18/ECG-Multi-Label-Classification
Documentation
unknown
Tags
deep-learning · ecg · electrocardiogram · graph-neural-networks · medical-ai · multi-label-classification · neurokit2 · optuna · ptb-xl · pytorch-geometric · time-series-analysis
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-TransNetecg · multi-label-classification · ptb-xl

    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…

  • SynthECGecg · electrocardiogram · medical-ai · ptb-xl

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

  • pocket-cfdmgraph-neural-networks · pytorch-geometric

    Augmenting a training dataset of the generative diffusion model for molecular docking with artificial binding pockets

  • ecg-qaecg · ptb-xl

    Official repository for distributing ECG-QA dataset

  • ecg-reasoning-benchmarkecg · ptb-xl

    Official repository for distributing ECG-Reasoning-Benchmark dataset

  • caves-datamulti-label-classification

    CAVES-dataset accepted at SIGIR'22

sources
  1. api.github.com/repos/VanshGupta18/ECG-Multi-Label-Classification
    retrieved 2026-08-25 · via github-api

    Machine-imported from GitHub search. Last push 2026-04-22, 5 stars, license reported as MIT. Category and schematic were assigned by keyword heuristics and are unreviewed.

Not yet verified by a human. Correct this record →

machine-readable

/v1/entries/0.json→ .entries["ecg-multi-label-classification"]

Entries are sharded 64 ways by a stable hash of the id, so a consumer can find any record without an index.