Fast T 1 mapping MRI in preclinical and clinical settings using subspace-constrained joint-domain reconstructions

利用子空间约束联合域重建技术在临床前和临床环境中进行快速T1映射MRI

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作者:Lingceng Ma ,Qingjia Bao ,Ricardo P Martinho ,Zhong Chen ,Lucio Frydman

Abstract

This work aims to develop fast T 1 mapping methods for preclinical and clinical scanners based on subspace-constrained reconstructions. Two sequences are explored for rapid T 1 characterizations: 1) Interleaved spatiotemporal encoding incorporating variable repetition times. 2) Inversion recovery gradient echo with random sampling of the phase-encoding (PE) dimension. For both sequences, the subspace reconstruction of the signal recovery was applied, to jointly reconstruct the down-sampled images while characterizing the T 1 relaxation. In vivo scans on human brains and abdomens confirmed the efficiency of the proposed methods, including compatibility with breath-holding. In addition, Scans on animals with abdominal tumors and dynamic contrast-enhanced T 1 mapping on kidneys support the applicability of the proposed methods also in preclinical settings. Keywords: Dynamic contrast enhancement; IR GRE; Pancreatic cancer; SPEN; Subspace-constrained reconstructions; T1 mapping.

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