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September 10, 2025NMR in BiomedicineOpen Access

Multifrequency Time‐Dependent Deep Image Prior for Real‐Time Free‐Breathing Cardiac Imaging

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Multifrequency Time-DIP improves image quality in real-time cardiac imaging without breathholds or ECG gating.
Simulations indicated that multifrequency Time-DIP outperformed conventional ECG-gated and compressed sensing techniques.
Joint estimation of coil sensitivities enhances reconstruction for dynamic imaging, particularly in arrhythmic patients.
Results showed no significant differences in left ventricular functional measurements between multifrequency Time-DIP and traditional methods.

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Implication

Observational analysis finds improved image quality in cardiac patients using multifrequency time-dependent deep image prior, suggesting a new approach for arrhythmias.

Cite This Study

Hamilton et al. (2025) studied this question.

synapsesocial.com/papers/68c1b80c54b1d3bfb60eba9f https://doi.org/10.1002/nbm.70114

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Implication

Observational analysis finds improved image quality in cardiac patients using multifrequency time-dependent deep image prior, suggesting a new approach for arrhythmias.

Multifrequency Time‐Dependent Deep Image Prior for Real‐Time Free‐Breathing Cardiac Imaging

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Discussion

Implication

Cite This Study

Multifrequency Time‐Dependent Deep Image Prior for Real‐Time Free‐Breathing Cardiac Imaging

Key Points

Discussion

Implication

Cite This Study

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