Fast and accurate calculation of myocardial T1 and T2 values using deep learning Bloch equation simulations (DeepBLESS)
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DOI: 10.1002/mrm.28321
Abstract: To propose and evaluate a deep learning model for rapid and accurate calculation of myocardial T1/T2 values based on a previously proposed Bloch equation simulation with slice profile correction (BLESSPC) method. read more here.
Keywords: calculation myocardial; deep learning; myocardial values; accurate calculation ... See more keywords
The “Spin‐3/2 Bloch Equation”: System matrix formalism of excitation, relaxation, and off‐resonance effects in biological tissue
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DOI: 10.1002/mrm.29276
Abstract: This work proposes “Spin‐3/2 Bloch Equation” (SBE), a consolidated formalism for spin‐3/2 dynamics in biological environments. The formalism encapsulates excitation, relaxation, and off‐resonance with accessible matrix representation for a straightforward implementation with high computational efficiency. read more here.
Keywords: formalism; relaxation resonance; resonance; spin bloch ... See more keywords
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization
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DOI: 10.1016/j.media.2021.102198
Abstract: Obtaining multiple series of magnetic resonance (MR) images with different contrasts is useful for accurate diagnosis of human spinal conditions. However, this can be time consuming and a burden on both the patient and the… read more here.
Keywords: image; multi contrast; equation; bloch equation ... See more keywords