Cardiac MRI Analysis
Description
This system employs deep learning to analyze cardiac MRI images, incorporating methods for super-resolution reconstruction and segmentation of cardiac structures. These techniques enhance the precision of cardiac diagnostics by providing clearer and more detailed images. The improved accuracy facilitates better diagnosis and assessment of cardiac conditions.
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