Deep Learning MR Imaging-based Attenuation Correction for PET/MR Imaging

Liu Fang; Jang Hyungseok; Kijowski Richard; Bradshaw Tyler; McMillan Alan B.

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Deep Learning MR Imaging-based Attenuation Correction for PET/MR Imaging

机译：深度学习PET / MR成像的基于MR成像的衰减校正

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摘要

Purpose: To develop and evaluate the feasibility of deep learning approaches for magnetic resonance (MR) imaging-based attenuation correction (AC) (termed deep MRAC) in brain positron emission tomography (PET)/MR imaging.

机译：目的：开发和评估脑正电子发射断层摄影（PET）/ MR成像中磁共振（MR）成像的磁共振（MR）衰减校正（AC）（称为深MRAC）的深度学习方法的可行性。

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《Radiology》 |2018年第2期|共9页
作者
Liu Fang; Jang Hyungseok; Kijowski Richard; Bradshaw Tyler; McMillan Alan B.;
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Univ Wisconsin Dept Radiol Sch Med &

Publ Hlth 600 Highland Ave Madison WI 53705 USA;

Univ Wisconsin Dept Radiol Sch Med &

Publ Hlth 600 Highland Ave Madison WI 53705 USA;

Univ Wisconsin Dept Radiol Sch Med &

Publ Hlth 600 Highland Ave Madison WI 53705 USA;

Univ Wisconsin Dept Radiol Sch Med &

Publ Hlth 600 Highland Ave Madison WI 53705 USA;

Univ Wisconsin Dept Radiol Sch Med &

Publ Hlth 600 Highland Ave Madison WI 53705 USA;

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原文格式 PDF
正文语种 eng
中图分类放射医学;
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专利

1. Deep Learning MR Imaging-based Attenuation Correction for PET/MR Imaging [J] . Liu Fang, Jang Hyungseok, Kijowski Richard, Radiology . 2018,第2期

机译：深度学习PET / MR成像的基于MR成像的衰减校正
2. Impact of Time-of-Flight PET on Quantification Errors in MR Imaging-Based Attenuation Correction [J] . Mehranian Abolfazl, Zaidi Habib The Journal of Nuclear Medicine . 2015,第4期

机译：飞行时间PET对基于MR成像的衰减校正中量化误差的影响
3. Impact of Time-of-Flight PET on Quantification Errors in MR Imaging-Based Attenuation Correction [J] . Abolfazl Mehranian, Habib Zaidi The Journal of Nuclear Medicine . 2015,第4期

机译：飞行时间PET对基于MR成像的衰减校正中量化误差的影响
4. Simultaneous Attenuation Correction, Scatter Correction, and Denoising in PET Imaging with Deep Learning [C] . Jicun Hu, William Whiteley, Xiang Zhang, IEEE Nuclear Science Symposium;Medical Imaging Conference . 2020

机译：深度学习的同时衰减校正，散射校正和宠物成像中的去噪
5. Application of Deep Learning for Imaging-Based Stream Gaging [D] . Vanden Boomen, Ryan. 2021

机译：深度学习对基于成像的流性的应用
6. Feasibility of Deep Learning–Based PET/MR Attenuation Correction in the Pelvis Using Only Diagnostic MR Images [O] . Tyler J. Bradshaw, Gengyan Zhao, Hyungseok Jang, 2018

机译：仅使用诊断性MR图像在骨盆中进行基于深度学习的PET / MR衰减校正的可行性
7. Deep learning‐based T1‐enhanced selection of linear attenuation coefficients (DL‐TESLA) for PET/MR attenuation correction in dementia neuroimaging [O] . 2021

机译：基于深度学习的T1增强的痴呆症神经影像中PET / MR衰减校正的线性衰减系数（DL-TESLA）的选择

Deep Learning MR Imaging-based Attenuation Correction for PET/MR Imaging

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