Dynamic MRI using model‐based deep learning and SToRM priors: MoDL‐SToRM - Biswas, Sampurna; Aggarwal, Hemant K.; Jacob, Mathews (Magnetic resonance in medicine, 2019)
Keywords: Algorithms; alternating minimization; Artificial neural networks; Breathing; Cardiac Imaging Techniques - methods; Conjugate gradient method; Consistency; Data recovery; Databases, Factual; Deep Learning; free breathing cardiac MR; Heart; Heart - diagnostic imaging; Humans; Image acquisition; Image Processing, Computer-Assisted - methods; Image quality; Image reconstruction; Iterative algorithms; Iterative methods; learned prior; Machine learning; Magnetic resonance imaging; Magnetic Resonance Imaging - methods; Manifolds; Measurement methods; model‐based; Neural networks; Noise reduction; non‐local prior; Optimization; Regularization; Respiration; Smoothness; subject specific prior; free breathing cardiac MR; non-local prior; learned prior; subject specific prior; alternating minimization; model-based