🫀 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