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Yashu13/
segmentation_model_lv_ef

Name: segmentation_model_lv_ef
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Left Ventricular Ejection Fraction Calculation via MRI Segmentation

The repository contains weights for the pretrained model which can segment the left ventricle of the heart from mri scans. It has then been used to calculate the Ejection Fraction(EF), from the frames with systolic and diastolic volume of the left ventricle.

Dataset:

Automated Cardiac Diagnosis Challenge (ACDC)

https://www.kaggle.com/datasets/ipythonx/automated-cardiac-diagnosis

Models:

ef_model.pth : lv segmentation model

Framework:

PyTorch

Github repository:

https://github.com/yashaswi1306/Medical_Imaging_Projects/tree/main/ejection_fraction_cardiac_mri

Yashu13/segmentation_model_lv_ef