Super-resolution and denoising of 4D-Flow MRI using physics-Informed deep neural nets
Mojtaba F. Fathi, Isaac Perez‐Raya, Ahmadreza Baghaie, Philipp Berg, Gábor Janiga, Amirhossein Arzani, Roshan M. D’Souza
Topics & Concepts
Pulsatile flowComputer scienceImage resolutionTemporal resolutionArtificial intelligenceNoise reductionNoise (video)Flow (mathematics)Computer visionPhysicsOpticsImage (mathematics)MechanicsMedicineCardiologyAdvanced MRI Techniques and ApplicationsUltrasound Imaging and ElastographySeismic Imaging and Inversion Techniques