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基于互相关的超分辨率T加权自旋回波图像配准误差校正:在前列腺中的应用

Cross correlation-based misregistration correction for super resolution T -weighted spin-echo images: application to prostate.

作者信息

Borisch Eric A, Grimm Roger C, Kargar Soudabeh, Kawashima Akira, Rossman Phillip J, Riederer Stephen J

机构信息

Department of Radiology, Mayo Clinic, Rochester, MN, USA.

Department of Radiology, University of Wisconsin, Madison, WI, USA.

出版信息

Magn Reson Med. 2021 Mar;85(3):1350-1363. doi: 10.1002/mrm.28518. Epub 2020 Sep 24.

DOI:10.1002/mrm.28518
PMID:32970892
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7718320/
Abstract

PURPOSE

The purpose is to develop a retrospective correction for subtle slice-to-slice positional inconsistencies that can occur when overlapped slices are acquired for super resolution in T -weighted spin-echo multislice imaging.

METHODS

Spin-echo acquisition of overlapped slices is typically done using multiple passes. After the passes are assembled into the final slice set, consecutive slices are correlated due to their overlap. Cross correlation was used to measure slice-to-slice displacement. After Z-dependent filtering to preserve true object shape, the displacements were used to correct slice position. The method was tested in a phantom moved slowly (0.16-0.63 mm/pass) under computer control and in vivo in 16 patients having prostate MRI.

RESULTS

Over the motion range, the correlation method had an accuracy within 0.03 mm/pass and precision ± 0.20 mm (ie, subpixel). Corrected images visually resemble the true object. Over the patient studies, the mean range of motion in the anterior-posterior direction was 1.63 mm. Motion-corrected axial images and the sagittal reformats were evaluated as significantly superior over those formed without motion correction.

CONCLUSION

The retrospective correlation-based motion-correction method provides significant improvement in the slice-to-slice registration necessary for effective super resolution using overlapped slices.

摘要

目的

开发一种回顾性校正方法,用于校正T加权自旋回波多层成像中为实现超分辨率而采集重叠切片时可能出现的细微片间位置不一致。

方法

重叠切片的自旋回波采集通常通过多次采集来完成。在将多次采集组合成最终切片集后,连续切片由于重叠而具有相关性。互相关用于测量片间位移。在进行与Z相关的滤波以保留真实物体形状后,利用这些位移来校正切片位置。该方法在计算机控制下缓慢移动(0.16 - 0.63毫米/次)的模型中以及在16例进行前列腺MRI检查的患者体内进行了测试。

结果

在运动范围内,相关方法的精度在0.03毫米/次以内,精密度为±0.20毫米(即亚像素级)。校正后的图像在视觉上类似于真实物体。在患者研究中,前后方向的平均运动范围为1.63毫米。经运动校正的轴向图像和矢状面重组图像被评估为明显优于未进行运动校正所形成的图像。

结论

基于回顾性相关的运动校正方法在使用重叠切片进行有效超分辨率所需的片间配准方面有显著改进。

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Model-based image reconstruction with wavelet sparsity regularization for through-plane resolution restoration in T -weighted spin-echo prostate MRI.基于模型的图像重建,采用小波稀疏正则化,用于 T2 加权回波平面成像前列腺 MRI 的横向分辨率恢复。
Magn Reson Med. 2023 Jan;89(1):454-468. doi: 10.1002/mrm.29447. Epub 2022 Sep 12.

本文引用的文献

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Magn Reson Med. 2020 Nov;84(5):2537-2550. doi: 10.1002/mrm.28315. Epub 2020 May 17.
2
Accelerated 3D T w-imaging of the prostate with 1-millimeter isotropic resolution in less than 3 minutes.在不到 3 分钟内以 1 毫米各向同性分辨率实现前列腺的加速 3D T w 成像。
Magn Reson Med. 2019 Aug;82(2):721-731. doi: 10.1002/mrm.27764. Epub 2019 Apr 21.
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Prostate Imaging Reporting and Data System Version 2.1: 2019 Update of Prostate Imaging Reporting and Data System Version 2.
前列腺影像报告和数据系统第 2.1 版:前列腺影像报告和数据系统第 2 版 2019 年更新。
Eur Urol. 2019 Sep;76(3):340-351. doi: 10.1016/j.eururo.2019.02.033. Epub 2019 Mar 18.
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Use of k -space for high through-plane resolution in multislice MRI: Application to prostate.利用 k 空间提高多层 MRI 的横向分辨率:在前列腺成像中的应用。
Magn Reson Med. 2019 Jun;81(6):3691-3704. doi: 10.1002/mrm.27691. Epub 2019 Mar 7.
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High-resolution in vivo diffusion imaging of the human brain with generalized slice dithered enhanced resolution: Simultaneous multislice (gSlider-SMS).高分辨率活体人脑弥散成像的广义切片抖动增强分辨率:同时多层(gSlider-SMS)。
Magn Reson Med. 2018 Jan;79(1):141-151. doi: 10.1002/mrm.26653. Epub 2017 Mar 5.
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PI-RADS Prostate Imaging - Reporting and Data System: 2015, Version 2.PI-RADS前列腺影像报告和数据系统:2015版,第2版
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