region:us
# DeepCoro
This repository provides the weights necessary to run inference on a DICOM coronary angiography video of the algorithms constituting DeepCoro, described in the paper titled "[Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies](https://www.researchsquare.com/article/rs-3610879/v1)". Models weights for the primary anatomic struction classification (Algorithm 1) and stenosis detection (Algorithm 2) could not be made public.

### Inference code
----------
The inference code to use the weights is available on GitHub: [DeepCoro inference](https://github.com/HeartWise-AI/DeepCoro)

### Reference
-------------
Labrecque Langlais, E., Corbin, D., Tastet, O., Hayek, A., Doolub, G., Mrad, S., Tardif, J.-C., Tanguay, J.-F., Marquis-Gravel, G., Tison, G., Kadoury, S., Le, W., Gallo, R., Lesage, F, & Avram, R. Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies, 23 November 2023, PREPRINT (Version 1) available at Research Square [https://doi.org/10.21203/rs.3.rs-3610879/v1]

```
@article{avram2023evaluation,
  title={Evaluation of Stenoses Using AI Video Models Applied to Coronary Angiographies},
  author={Labrecque Langlais, E. and Corbin, D. and Tastet, O. and Hayek, A. and Doolub, G. and Mrad, S. and Tardif, J.-C. and Tanguay, J.-F. and Marquis-Gravel, G. and Tison, G. and Kadoury, S. and Le, W. and Gallo, R. and Lesage, F. and Avram, R.},
  year={2023}
}
```