Prior-guided craniofacial soft-tissue reconstruction from CBCT under acquisition uncertainty via identity-quantized shape priors

By incorporating an explicit anatomical prior to regularize reconstruction under acquisition uncertainty, our method improves the clinical usability of CBCT-based soft-tissue surface modeling for orthognathic surgery planning.

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Publication Details

Journal
Physics in Medicine and Biology
Published
2026-04-13
DOI
https://doi.org/10.1088/1361-6560/ae5ebc
Primary Topic
Dental Radiography and Imaging
Type
article
Field-Weighted Citation Impact
0.00

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article

Prior-guided craniofacial soft-tissue reconstruction from CBCT under acquisition uncertainty via identity-quantized shape priors

Lotfi Senhadji, Ye Cao, Jiasong Wu, Luwei Liu et al.
Physics in Medicine and Biology
Dental Radiography and Imaging
article

Prior-guided craniofacial soft-tissue reconstruction from CBCT under acquisition uncertainty via identity-quantized shape priors

Lotfi Senhadji, Ye Cao, Jiasong Wu, Luwei Liu, Qingmo Sun, Han Bao, Huazhong Shu, Mingzhang Chen, Bin Yan
article en

Abstract

By incorporating an explicit anatomical prior to regularize reconstruction under acquisition uncertainty, our method improves the clinical usability of CBCT-based soft-tissue surface modeling for orthognathic surgery planning.

Physics in Medicine and BiologyVol. 71(9)
Inserm (FR), Université de Rennes (FR), Southeast University (CN), Nanjing Medical University (CN)
National Natural Science Foundation of China, National Key Research and Development Program of China, Fundamental Research Funds for the Central Universities
Peace, Justice and strong institutions
Openalex Percentile: Top 27%
Dental Radiography and Imaging
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