Objective To explore the effects of commonly used rapid imaging techniques on the image quality of cerebral three-dimensional time-of-flight magnetic resonance angiography(3D-TOF-MRA)and to select the optimal imaging technique for clinical use.Methods Thirty subjects were prospectively recruited,and five sets of 3D-TOF-MRA images were acquired as follows:non-acceleration(reference group),intra-layer parallel imaging(PI)(1D group),inter-layer PI(2D group),compressed sensing(CS)group,and artificial intelligence-assisted compressive sensing(ACS)group.The metrics including clarity,pseudo-stenosis,signal-to-noise ratio(SNR),contrast-to-noise ratio(CNR),and edge sharpness of the intracranial proximal,middle,and distal blood vessels were quantitatively or qualitatively assessed.Results There were no significant differences in the clarity of intracranial proximal and middle blood vessels between the groups(P＞0.05).The clarity of distal blood vessels in the ACS group was superior to that in the other groups,and the CS and 2D groups were superior to the 1D group.Compared to the reference group,no stenosis was observed in any segment of the blood vessels in the ACS group,while the incidence of stenosis in the distal blood vessels of the 1D,2D,and CS groups was 36.67％,13.33％,and 6.67％,respectively.The SNR of the proximal and middle blood vessels in the ACS group did not differ from the reference group,and the SNR of the proximal,middle,and distal segments was higher than that in the 1D and CS groups,and higher than the 2D group for the proximal and distal segments.The CNR of the proximal,middle,and distal segments in the ACS group did not differ from the reference group,and was higher than that of the 1D and CS groups,and higher than the 2D group for the proximal and distal segments.The edge sharpness of the ACS group was significantly higher than that of the other groups.Conclusion ACS technology can accelerate the imaging speed and improve the image quality of cerebral 3D-TOF-MRA.It is recommended for use.

Objective To explore the effects of commonly used rapid imaging techniques on the image quality of cerebral three-dimensional time-of-flight magnetic resonance angiography(3D-TOF-MRA)and to select the optimal imaging technique for clinical use.Methods Thirty subjects were prospectively recruited,and five sets of 3D-TOF-MRA images were acquired as follows:non-acceleration(reference group),intra-layer parallel imaging(PI)(1D group),inter-layer PI(2D group),compressed sensing(CS)group,and artificial intelligence-assisted compressive sensing(ACS)group.The metrics including clarity,pseudo-stenosis,signal-to-noise ratio(SNR),contrast-to-noise ratio(CNR),and edge sharpness of the intracranial proximal,middle,and distal blood vessels were quantitatively or qualitatively assessed.Results There were no significant differences in the clarity of intracranial proximal and middle blood vessels between the groups(P＞0.05).The clarity of distal blood vessels in the ACS group was superior to that in the other groups,and the CS and 2D groups were superior to the 1D group.Compared to the reference group,no stenosis was observed in any segment of the blood vessels in the ACS group,while the incidence of stenosis in the distal blood vessels of the 1D,2D,and CS groups was 36.67％,13.33％,and 6.67％,respectively.The SNR of the proximal and middle blood vessels in the ACS group did not differ from the reference group,and the SNR of the proximal,middle,and distal segments was higher than that in the 1D and CS groups,and higher than the 2D group for the proximal and distal segments.The CNR of the proximal,middle,and distal segments in the ACS group did not differ from the reference group,and was higher than that of the 1D and CS groups,and higher than the 2D group for the proximal and distal segments.The edge sharpness of the ACS group was significantly higher than that of the other groups.Conclusion ACS technology can accelerate the imaging speed and improve the image quality of cerebral 3D-TOF-MRA.It is recommended for use.