Enhanced Parallel MRI Reconstruction Using PCA-Based Machine Learning Denoising
Compressed Sensing (CS) has been widely adopted in Magnetic Resonance Imaging (MRI) to enable accurate image reconstruction from highly undersampled k-space data, thereby reducing acquisition time. In parallel MRI (pMRI), multi-coil measurements further accelerate imaging but are inherently sensitive to noise amplifica...