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Abstract #3362

Single breath hold 3D isotropic whole heart coronary MRA using turbo field echo planar imaging with deep learning constrained Compressed SENSE

Kazuo Kodaira1, Michinobu Nagao2, Masami Yoneyama3, Johannes M Peeters4, Yasutomo Katsumata3, Hiroshi Hamano3, Mana Kato1, Takumi Ogawa1, Yutaka Hamatani1, Isao Shiina1, Yasuyuki Morita1, Yasuhiro Goto1, and Shuji Sakai2
1Department of Radiological Services, Tokyo Women’s Medical University, Tokyo, Japan, 2Department of Diagnostic imaging & Nuclear Medicine, Tokyo Women’s Medical University, Tokyo, Japan, 3Philips Japan, Tokyo, Japan, 4Philips Healthcare, Best, Netherlands

Synopsis

Keywords: Vascular, Cardiovascular

Motivation: Whole-heart-coronary-MRA (WHC-MRA) is typically performed during free-breathing, and respiratory motion is prospectively compensated by using a 1D-right-diaphragmatic-navigator. However, this method requires long acquisition time and causes a heavy burden on the patient.

Goal(s): Our goal was to obtain high-resolution WHC-MRA with single-breath-hold while ensuring clinically acceptable signal-to-ratio.

Approach: Turbo-field-echo-planar-imaging (TFEPI), a high-speed technique, was combined with deep learning constrained Compressed SENSE (CS-AI) and image quality was evaluated by visual evaluation and contrast-to-ratio.

Results: TFEPI with CS-AI provided high spatial resolution isotoropic single-breath-hold WHC-MRA while maintaining clinically acceptable image quality and scan time compared to Compressed SENSE and SENSE.

Impact: High-resolution single-breath-hold WHC-MRA with clinically acceptable image quality by 3D TFEPI with CS-AI may improve the throughput of cardiac MRI examinations, and in addition reduce patient burden.

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Keywords