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license: cc-by-nc-sa-4.0
language:
- en
- es
pipeline_tag: object-detection
tags:
- aorticvalve
- echocardiography
- deeplearning
- fasterrcnnresnet50
---
# 🫀 Aortic Valve Detection Model (AoVdetector)
## Description
This model detects the **aortic valve in echocardiogram images** from the following views:
- PLAX (Parasternal Long Axis)
- PSAX (Parasternal Short Axis)
- 3CH (Three-Chamber View)
The detection model is based on **Faster R-CNN with a ResNet-50 backbone**, pretrained on the **COCO dataset (COCO_V1)** and fine-tuned for cardiac ultrasound images.
## Model Details
- **Repository:** https://github.com/CardiovascularImagingVallHebron/AoVdetector
- **Developed in:** Python
- **Model type:** Object Detection
- **Architecture:** Faster R-CNN (ResNet-50)
## Sample results
## Model Performance
- **Label Match Accuracy:** 92%
- **View Type Accuracy:** 98%
## Contact
For any questions or inquiries, feel free to reach out to:
**Pere Lopez Gutierrez**
📧 pere.lopez@vhir.org
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