https://github.com/ai4healthuol/sssd-ecg
Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'
Science Score: 36.0%
This score indicates how likely this project is to be science-related based on various indicators:
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○CITATION.cff file
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✓codemeta.json file
Found codemeta.json file -
○.zenodo.json file
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✓DOI references
Found 4 DOI reference(s) in README -
✓Academic publication links
Links to: arxiv.org, sciencedirect.com, zenodo.org -
○Academic email domains
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○Institutional organization owner
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○JOSS paper metadata
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○Scientific vocabulary similarity
Low similarity (8.8%) to scientific vocabulary
Keywords
Repository
Repository for the paper: 'Diffusion-based Conditional ECG Generation with Structured State Space Models'
Basic Info
Statistics
- Stars: 55
- Watchers: 2
- Forks: 9
- Open Issues: 0
- Releases: 2
Topics
Metadata Files
README.md
Diffusion-based Conditional ECG Generation with Structured State Space Models
This is the official repository for the paper Diffusion-based Conditional ECG Generation with Structured State Space Models accepted by Computers in Biology and Medicine. We propose diverse algorithms (primarly SSSD-ECG) for the generation of 12-lead ECG signals conditioned on disease labels.
Please cite our publication if you found our research to be helpful.
```bibtex @article{ALCARAZ2023107115, title = {Diffusion-based conditional ECG generation with structured state space models}, journal = {Computers in Biology and Medicine}, volume = {163}, pages = {107115}, year = {2023}, issn = {0010-4825}, doi = {https://doi.org/10.1016/j.compbiomed.2023.107115}, url = {https://www.sciencedirect.com/science/article/pii/S0010482523005802}, author = {Juan Miguel Lopez Alcaraz and Nils Strodthoff}, keywords = {Cardiology, Electrocardiography, Signal processing, Synthetic data, Diffusion models, Time series}, }
```
Owner
- Name: AI4HealthUOL
- Login: AI4HealthUOL
- Kind: organization
- Location: Germany
- Website: https://uol.de/en/ai4health
- Twitter: nstrodt
- Repositories: 6
- Profile: https://github.com/AI4HealthUOL
Public repositories of the AI4Health Division at Oldenburg University
GitHub Events
Total
- Issues event: 12
- Watch event: 24
- Issue comment event: 12
- Push event: 3
- Fork event: 7
Last Year
- Issues event: 12
- Watch event: 24
- Issue comment event: 12
- Push event: 3
- Fork event: 7
Issues and Pull Requests
Last synced: 6 months ago
All Time
- Total issues: 5
- Total pull requests: 0
- Average time to close issues: 18 days
- Average time to close pull requests: N/A
- Total issue authors: 4
- Total pull request authors: 0
- Average comments per issue: 1.2
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Past Year
- Issues: 5
- Pull requests: 0
- Average time to close issues: 18 days
- Average time to close pull requests: N/A
- Issue authors: 4
- Pull request authors: 0
- Average comments per issue: 1.2
- Average comments per pull request: 0
- Merged pull requests: 0
- Bot issues: 0
- Bot pull requests: 0
Top Authors
Issue Authors
- pedrodevog (2)
- sanketahegde (2)
- gabrielvc (2)
- Ssw2001 (1)
- shawa11111 (1)
- Elizabaith (1)
- Skorik99 (1)
- xidong66 (1)
- DylTop (1)
- finger-monkey (1)
- vermabasu (1)
- PrakharArya-Rex (1)
Pull Request Authors
- Ssw2001 (1)