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Dominik Nickel

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#graph neural networks Open access Oct 2026

Simultaneous T1 and T2 Mapping in the Brain With QuantoRAGE: An MP2RAGE Variant Using T2-Prepared Inversion.

PURPOSE To develop and validate a repeatable and reproducible approach, QuantoRAGE, for simultaneous whole-brain T1 and T2 mapping using adiabatic magnetization preparation. METHODS QuantoRAGE is a 3D FLASH-based sequence using an adiabatic T2-prepared inversion followed by two readout blocks. Sequence repetitions wi...

Natalia Pato Montemayor, Tâm Johan Nguyên, J. Marques et al. · 0 citations
Sep 2026

Improved upper abdominal MRI with VIBE sequences using deep learning-supported k-space sampling in a cohort undergoing MRI for gynecologic diseases.

BackgroundVolumetric interpolated breath-hold examination (VIBE) is widely used in upper abdominal MRI but can be limited by low signal-to-noise ratio (SNR), especially when rapid acquisition is prioritized. Deep learning (DL)-enhanced reconstruction may improve image quality without extending acquisition time.PurposeT...

Klaudia Malec, Jakob Heimer, Antonio Marketin et al. · 0 citations

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