wasp-ecg

WAvelet Segmentation Pretraining for ECGs

https://github.com/docbrisky/wasp-ecg

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (2.4%) to scientific vocabulary
Last synced: 6 months ago · JSON representation ·

Repository

WAvelet Segmentation Pretraining for ECGs

Basic Info
  • Host: GitHub
  • Owner: docbrisky
  • Language: Python
  • Default Branch: main
  • Size: 57.6 KB
Statistics
  • Stars: 7
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 4 years ago · Last pushed about 3 years ago
Metadata Files
Readme Citation

README.md

WaSP-ECG

Wave Segmentation Pretraining for ECGs

This repository has been made available to facilitate peer review of our paper. The version presented here has not been fully tested. Licensing information will be added following a full review of dependencies.

Citation (citation.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
- family-names: "Brisk"
  given-names: "Rob"
  orcid: "https://orcid.org/0000-0002-3865-0792"
title: "WaSP-ECG"
version: 1.0.0
doi: 0.3389/fphys.2022.760000
date-released: 2022-03-17
url: "https://github.com/docbrisky/WaSP-ECG"

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Dependencies

requirements.txt pypi
  • Pillow *
  • albumentations *
  • imutils *
  • keras-segmentation *
  • matplotlib *
  • monai *
  • numpy *
  • opencv-python *
  • scikit-image *
  • scipy *
  • segmentation-models *
  • segmentation-models-pytorch *
  • tensorflow *
  • wfdb *