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Generative restoration for cardiac PET attenuation correction: a two-stage 3D DDIM framework optimizing fidelity and clinical controllability.

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Title: Generative restoration for cardiac PET attenuation correction: a two-stage 3D DDIM framework optimizing fidelity and clinical controllability.
Authors: Deng, Junhang1,2 (AUTHOR), Sun, Hao3,4,5 (AUTHOR), Wang, Haifeng1,2 (AUTHOR), Hong, Xiaotong3,4,5 (AUTHOR), Xu, Weiping6 (AUTHOR), Wang, Fan2,7 (AUTHOR), Ma, Jianhua2,7,8 (AUTHOR) jhma@xjtu.edu.cn, Lian, Chunfeng1,2,8 (AUTHOR) chunfeng.lian@xjtu.edu.cn, Lu, Lijun3,4,5,8 (AUTHOR) ljlubme@gmail.com
Source: EJNMMI Physics. 2/2/2026, Vol. 13 Issue 1, p1-17. 17p.
Database: Academic Search Ultimate
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  Data: Generative restoration for cardiac PET attenuation correction: a two-stage 3D DDIM framework optimizing fidelity and clinical controllability.
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  Data: <searchLink fieldCode="AR" term="%22Deng%2C+Junhang%22">Deng, Junhang</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sun%2C+Hao%22">Sun, Hao</searchLink><relatesTo>3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Haifeng%22">Wang, Haifeng</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Hong%2C+Xiaotong%22">Hong, Xiaotong</searchLink><relatesTo>3,4,5</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Xu%2C+Weiping%22">Xu, Weiping</searchLink><relatesTo>6</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Wang%2C+Fan%22">Wang, Fan</searchLink><relatesTo>2,7</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Ma%2C+Jianhua%22">Ma, Jianhua</searchLink><relatesTo>2,7,8</relatesTo> (AUTHOR)<i> jhma@xjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Lian%2C+Chunfeng%22">Lian, Chunfeng</searchLink><relatesTo>1,2,8</relatesTo> (AUTHOR)<i> chunfeng.lian@xjtu.edu.cn</i><br /><searchLink fieldCode="AR" term="%22Lu%2C+Lijun%22">Lu, Lijun</searchLink><relatesTo>3,4,5,8</relatesTo> (AUTHOR)<i> ljlubme@gmail.com</i>
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  Data: <searchLink fieldCode="JN" term="%22EJNMMI+Physics%22">EJNMMI Physics</searchLink>. 2/2/2026, Vol. 13 Issue 1, p1-17. 17p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192009769
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              Text: 2/2/2026
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