Automatic Regional Quality Estimation for Echocardiography (arqee)

Citation

You should cite the following paper when using the code in this repository:

Van De Vyver, Gilles, et al. "Regional quality estimation for echocardiography using deep learning." arXiv preprint arXiv:2408.00591 (2024). https://arxiv.org/abs/2408.00591

Toturial

Jupyter notebook toturials are available at

• End to end quality prediction: tutorial/tutorial_end_to_end_quality_prediction.ipynb.

• Combine gCNR with segmentation: tutorial/tutorial_gcnr.ipynb

Installation

The package can be installed using pip from github:

pip install https://github.com/GillesVanDeVyver/arqee.git

Alternatively, you can download the source code and install it using pip:

pip install .

Main features

• Calculate quality per myocardial region for apical views via end to end (black-box) model
• Get quality measure based on gCNR per myocardial region for apical views

Contact

Developer:
https://gillesvandevyver.com/

Management:
lasse.lovstakken@ntnu.no
erik.smistad@ntnu.no

The package has been developed using python 3.10.