Deep Learning for Cardiac MRI Analysis

EchoNet

Description

Uses deep learning to analyze cardiac MRI images; includes techniques for super-resolution reconstruction and segmentation of cardiac structures, improving accuracy of cardiac diagnosis

Creator

Biomedical Image Analysis Group – Imperial College London, Division of Imaging Sciences and Biomedical Engineering, King’s College London

Information

Pediatrics or Adult

Adult

Speciality

Cardiology

Modality

MRI

Training

Frames covering the whole cardiac cycle from a HR LA sequence and corresponding LR sequences obtained through blurring and downsampling

Github

Publication

FDA

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