Regional quality estimation for echocardiography using deep learning
Paper
• 2408.00591 • Published
If you use this model, you should cite the following work: 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
MobilenetV2-based model for regional quality estimation in apical ultrasound views. See https://github.com/GillesVanDeVyver/arqee for usage.
The zip file consists of two parts:
- model.onnx contains the model weights
- slope_intercept_bias_correction.npy contains the parameters to correct the bias towards the mean
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