Deep learning-based image enhancement for improved black blood imaging in brain metastasis

Peer-Reviewed Research Deep learning-based image enhancement for improved black blood imaging in brain metastasis Our summary This study explored the use of SwiftMR for detecting brain metastases. The findings showed significant improvements in both quantitative and qualitative image quality across MRI scanners from all three major vendors. Diagnostic performance—particularly sensitivity and lesion conspicuity—was also significantly […]

SwiftMR Improves Image Quality and Diagnostic Performance of 4D Time-Resolved, Contrast-Enhanced MRA for Ischemic Stroke Imaging

Peer-Reviewed Research Deep Learning-Based High-Resolution Magnetic Resonance Angiography (MRA) Generation Model for 4D Time-Resolved Angiography with Interleaved Stochastic Trajectories (TWIST) MRA in Fast Stroke Imaging Our summary This study investigated the improvement of image quality and diagnostic performance utilizing SwiftMR for time-resolved, contrast-enhanced magnetic resonance angiography (CE-MRA) in fast stroke imaging. Specifically, relatively low signal-to-noise […]

SwiftMR™ Enhances Brain Epilepsy Image Quality

Peer-Reviewed Research Improving Diagnostic Performance of MRI for Temporal Lobe Epilepsy With Deep Learning-Based Image Reconstruction in Patients With Suspected Focal Epilepsy Our summary This study explores the integration of SwiftMR in enhancing the image quality of brain epilepsy imaging. The research utilized SwiftMR to improve the image quality and detail of thin-section brain MRI […]