Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer
Liu X, Xing F, Bian Z, Arias-Vergara T, Pérez-Toro P, Maier A, Stone M, Zhuo J, Prince J, Woo J. Tagged-to-Cine MRI Sequence Synthesis via Light Spatial-Temporal Transformer. Lecture Notes In Computer Science 2024, 15007: 701-711. PMID: 39469302, PMCID: PMC11517403, DOI: 10.1007/978-3-031-72104-5_67.Peer-Reviewed Original ResearchSpatial-temporal transformationMotion analysis tasksSpatial-temporal correlationSequence synthesisNeighboring framesAnalysis tasksOccluded regionsMotion alignmentMotion sequencesTag fadingTraining parametersTag patternsTemporal informationTemporal consistencyEfficient frameworkTagged magnetic resonance imagingCine MRI dataCine MRI sequencesFine-tuningSuperior performanceSynthesis performanceSpatial-temporalAnalyze motionComparison methodFrame