A physics-informed LSTM-ODE estimates cardiac T1 maps from 3-5 MOLLI baseline images, matching full-sequence accuracy in simulation but with modest statistical significance.
Journal of Cardiovascular Magnetic Res- onance 24(1), 6 (Jan 2022)
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Physics-Informed Neural ODEs for Temporal Dynamics Modeling in Cardiac T1 Mapping
A physics-informed LSTM-ODE estimates cardiac T1 maps from 3-5 MOLLI baseline images, matching full-sequence accuracy in simulation but with modest statistical significance.