基于运动模糊建模与逆滤波增强的颌骨CBCT分析

doi:10.13591/j.cnki.kqyx.2026.09.003

Abstract

Abstract:

Objective To evaluate the feasibility of inverse filtering for cone-beam computed tomography(CBCT) assessment in dental implantology and to establish a workflow integrating inverse filtering enhancement with CTAn-based bone microstructural analysis, so as to improve the accuracy of peri-implant bone tissue assessment. Methods CBCT data from 48 patients who underwent implant treatment between January 1, 2022 and December 31, 2024 were retrospectively analyzed. After preprocessing, images were restored using point spread function-based motion blur modeling and frequency-domain Wiener inverse filtering, followed by three-dimensional visualization. Pre- and post-processed images were imported into CTAn for three-dimensional microstructural analysis of peri-implant bone. Bone volume fraction(BV/TV), trabecular number(Tb.N), and structure model index(SMI) were measured. Results Compared with the original images, the processed CBCT images showed clearer peri-implant bone boundaries, trabecular architecture, and local high-density structures. CTAn analysis demonstrated significantly increased BV/TV and Tb.N, and significantly decreased SMI after processing(P<0.05). Conclusion Inverse filtering is feasible for postoperative CBCT assessment in dental implantology. It enables CBCT evaluation to extend from morphological observation to quantitative bone microstructural analysis, improving the assessment of peri-implant bone status and providing support for postoperative follow-up and individualized treatment.

Key words: dental implant, cone-beam computed tomography, inverse filtering, bone microstructural analysis

CLC Number:

R782.1

ZHANG Hengguo, PAN Yufei, WANG Guoqiang, SUN Xiaoxi. Analysis of jaw bone CBCT based on motion blur modeling and inverse filtering enhancement[J]. Stomatology, 2026, 46(9): 658-662.

Figures/Tables 2

References 36

[1]	杨晨露, 李谨, 吴大明. CBCT在牙体牙髓诊治中的应用[J]. 口腔医学, 2017, 37(12): 1144-1147.
[2]	高静, 申静. 根尖周病中锥形束CT与根尖片识别病损差异的研究进展[J]. 华西口腔医学杂志, 2015, 33(2): 209-213.
[3]	李刚. 口腔颌面锥形束CT在根折诊断中的应用[J]. 口腔疾病防治, 2023, 31(10): 685-691. doi: 10.12016/j.issn.2096-1456.2023.10.001
[4]	Guerrero ME, Jacobs R, Loubele M, et al. State-of-the-art on cone beam CT imaging for preoperative planning of implant placement[J]. Clin Oral Investig, 2006, 10(1): 1-7. doi: 10.1007/s00784-005-0031-2
[5]	Bornstein MM, Horner K, Jacobs R. Use of cone beam computed tomography in implant dentistry: Current concepts, indications and limitations for clinical practice and research[J]. Periodontol 2000, 2017, 73(1): 51-72. doi: 10.1111/prd.12161 pmid: 28000270
[6]	王晓华, 刘艾芃, 邓文正. 数字化导板在口腔种植中的研究进展[J]. 华西口腔医学杂志, 2020, 38(1): 95-100.
[7]	陈佳君, 薛超然, 王沛棋, 等. 正畸治疗中利用锥形束CT测量牙根位置方法的研究进展[J]. 口腔疾病防治, 2022, 30(10): 740-745. doi: 10.12016/j.issn.2096-1456.2022.10.009
[8]	奚祺, 吴国锋. 数字化口内扫描技术的发展与应用[J]. 实用口腔医学杂志, 2021, 37(1): 136-140.
[9]	赵一姣, 王勇. 数字化技术在口腔医学的临床应用现状与分析[J]. 四川大学学报(医学版), 2024, 55(1): 101-110.
[10]	熊佳璧, 孙为, 施斌. 口腔种植治疗中的数字化数据采集技术[J]. 中国口腔种植学杂志, 2021, 26(2): 114-119. doi: 10.12337/zgkqzzxzz.2021.04.007
[11]	满毅. 数字化技术在口腔种植修复中的应用[J]. 口腔医学, 2017, 37(7): 577-582.
[12]	Kaaber L, Matzen LH, Schropp L, et al. Low-dose CBCT protocols in implant dentistry: A systematic review[J]. Oral Surg Oral Med Oral Pathol Oral Radiol, 2024, 138(3): 427-439. doi: 10.1016/j.oooo.2024.03.013
[13]	Schulze R, Heil U, Groβ D, et al. Artefacts in CBCT: A review[J]. Dentomaxillofacial Radiol, 2011, 40(5): 265-273. doi: 10.1259/dmfr/30642039
[14]	Schulze RKW, Berndt D, D’Hoedt B. On cone-beam computed tomography artifacts induced by titanium implants[J]. Clin Oral Implants Res, 2010, 21(1): 100-107. doi: 10.1111/clr.2010.21.issue-1
[15]	Terrabuio BR, Carvalho CG, Peralta-Mamani M, et al. Cone-beam computed tomography artifacts in the presence of dental implants and associated factors: An integrative review[J]. Imaging Sci Dent, 2021, 51(2): 93. doi: 10.5624/isd.20200320 pmid: 34235055
[16]	Parsa A, Ibrahim N, Hassan B, et al. Bone quality evaluation at dental implant site using multislice CT, micro-CT, and cone beam CT[J]. Clin Oral Implants Res, 2015, 26(1): e1-e7.
[17]	Van Dessel J, Huang Y, Depypere M, et al. A comparative evaluation of cone beam CT and micro-CT on trabecular bone structures in the human mandible[J]. Dentomaxillofacial Radiol, 2013, 42(8): 20130145. doi: 10.1259/dmfr.20130145
[18]	朱一帆. 基于逆滤波、维纳滤波算法的图像复原技术的研究[J]. 中国新通信, 2018, 20(6): 238.
[19]	刘峰. 逆滤波在消除磁共振图像运动伪影中的仿真和应用研究[J]. 科技创新导报, 2013, 10(19): 6-8.
[20]	吴雪垠, 吴谨, 张鹤. 逆滤波法在图像复原中的应用[J]. 信息技术, 2011(10): 183-185.
[21]	Nicolielo LFP, Van Dessel J, van Lenthe GH, et al. Computer-based automatic classification of trabecular bone pattern can assist radiographic bone quality assessment at dental implant site[J]. Br J Radiol, 2018, 91(1092): 20180437. doi: 10.1259/bjr.20180437
[22]	Joda T, Gallucci GO. The virtual patient in dental medicine[J]. Clin Oral Implants Res, 2015, 26(6): 725-726. doi: 10.1111/clr.2015.26.issue-6
[23]	Li JY, Sommer C, Wang HL, et al. Creating a virtual patient for completely edentulous computer-aided implant surgery: A dental technique[J]. J Prosthet Dent, 2021, 125(4): 564-568. doi: 10.1016/j.prosdent.2020.02.026 pmid: 32376032
[24]	An XY, Yang HW, Choi BH. Digital workflow for computer-guided implant surgery in edentulous patients with an intraoral scanner and old complete denture[J]. J Prosthodont, 2019, 28(6): 715-718. doi: 10.1111/jopr.13073 pmid: 31087422
[25]	Panchal N, Mahmood L, Retana A, et al. Dynamic navigation for dental implant surgery[J]. Oral Maxillofac Surg Clin N Am, 2019, 31(4): 539-547. doi: 10.1016/j.coms.2019.08.001
[26]	Jorba-García A, González-Barnadas A, Camps-Font O, et al. Accuracy assessment of dynamic computer-aided implant placement: A systematic review and meta-analysis[J]. Clin Oral Investig, 2021, 25(5): 2479-2494. doi: 10.1007/s00784-021-03833-8
[27]	Pellegrino G, Ferri A, Del Fabbro M, et al. Dynamic navigation in implant dentistry: A systematic review and meta-analysis[J]. Int J Oral Maxillofac Implants, 2021, 36(5): e121-e140. doi: 10.11607/jomi.8770 pmid: 34698720
[28]	Zhang Z, Xu M. A sharpness-optimized partitioned PSF estimation method for UAV TDI push-broom image deblurring[J]. Sensors, 2026, 26(8): 2414. doi: 10.3390/s26082414
[29]	Tahmaseb A, Wu V, Wismeijer D, et al. The accuracy of static computer-aided implant surgery: A systematic review and meta-analysis[J]. Clin Oral Implants Res, 2018, 29(Suppl 16): 416-435.
[30]	李晋蒙, 欧国敏. 计算机辅助设计种植导板精确性及其影响因素[J]. 华西口腔医学杂志, 2017, 35(1): 93-98.
[31]	李璐欣, 刘红红, 陈佳, 等. 数字化方法测量种植体周围骨嵴上软组织高度可行性分析[J]. 华西口腔医学杂志, 2023, 41(4): 426-433.
[32]	陈江. 机器人在口腔种植领域的应用[J]. 中国口腔种植学杂志, 2022, 27(5): 274-279. doi: 10.12337/zgkqzzxzz.2022.10.003
[33]	陈江, 宿玉成, 沈国芳, 等. 口腔种植机器人临床应用的专家共识(第一版)[J]. 中国口腔种植学杂志, 2023, 28(3): 134-139. doi: 10.12337/zgkqzzxzz.2023.06.002
[34]	徐淑兰, 李平. 机器人辅助口腔种植体植入术: 机遇与挑战[J]. 中国口腔种植学杂志, 2023, 28(3): 140-145. doi: 10.12337/zgkqzzxzz.2023.06.003
[35]	靳能皓, 乔波, 朱亮, 等. 口内扫描配准种植机器人在种植牙手术中的应用[J]. 华西口腔医学杂志, 2024, 42(6): 804-809.
[36]	Kulah K, Gulsahi A, Kamburoğlu K, et al. Evaluation of maxillary trabecular microstructure as an indicator of implant stability by using 2 cone beam computed tomography systems and micro-computed tomography[J]. Oral Surg Oral Med Oral Pathol Oral Radiol, 2019, 127(3): 247-256. doi: 10.1016/j.oooo.2018.11.014

Analysis of jaw bone CBCT based on motion blur modeling and inverse filtering enhancement

RichHTML

PDF (PC)

Knowledge

Abstract

Cite this article

share this article

Figures/Tables 2

References 36

Related Articles 15

Recommended Articles

Metrics

Comments

[1]	HUANG Ruijie, LONG Hui, LI Zhu, LEI Rongchang, LI Tao. Three-year follow-up of a case with autonomous robot-assisted early implant placement and soft tissue augmentation in the esthetic zone [J]. Stomatology, 2026, 46(7): 536-541.
[2]	GUO An, LUO Yushang, WANG Qing. Application of CBCT in infrared optical positioning dynamic navigation technology [J]. Stomatology, 2026, 46(6): 476-480.
[3]	CHEN Hongyu, QU Zhuli, CUI Aixuan, WANG Zhaoling. Severe mandibular osteomyelitis following dental implant surgery: A case report and literature review [J]. Stomatology, 2025, 45(9): 687-690.
[4]	NI Hao, LI Danxue. Research progress of metal-organic frameworks in implant surface modification [J]. Stomatology, 2025, 45(6): 475-480.
[5]	RUNG Sheng’an, QU Yili, YANG Xingmei. Risk factors and treatment strategies for reimplantation after removal of failed dental implants [J]. Stomatology, 2025, 45(4): 301-305.
[6]	ZHOU Weikai, MAN Yi, JIANG Yuhuan, WANG Jing. The application and prospects of dental implant robot technology in clinical teaching of oral implant specialty [J]. Stomatology, 2025, 45(3): 213-217.
[7]	PENG Hanyu, LI Xiao. Progress of research on the effect of implant surface nano-morphology on osteoblast adhesion [J]. Stomatology, 2025, 45(2): 156-160.
[8]	QIAN Yi, YANG Yi, BI Xiaoming, XU Jiya, WANG Zhifang, WANG Yueqiu, LIU Mei. Three-dimensional finite element analysis of implant-supported prostheses and natural adjacent teeth in the aesthetic zone under different occlusal relationships [J]. Stomatology, 2025, 45(12): 895-900.
[9]	WANG Xing, WANG Liping, WANG Qintao, SHU Rong, XUAN Dongying, WU Yiqun, QIU Lixin, ZOU Derong, SONG Yingliang, CHEN Jiang, XU Yan, ZHANG Jincai, SU Yucheng, GE Linhu, XIE Yufeng. Expert consensus: Prevention and treatment of dental implant biological complications [J]. Stomatology, 2025, 45(11): 801-807.
[10]	BAO Siqi, CHEN Long, NI Jie, SI Misi. Research progress of factors affecting postoperative contraction of peri-implant free gingival grafts [J]. Stomatology, 2025, 45(10): 783-788.
[11]	LI Gen, WANG Hua, GU Yan. Clinical effect of digital 3D printed maxillary protraction combined with alternate rapid maxillary expansion and constriction in the treatment of patients with skeletal Class Ⅲ malocclusion during mixed dentition [J]. Stomatology, 2025, 45(1): 51-57.
[12]	YANG Ze, PAN Yaping. Implant considerations for patients with periodontitis [J]. Stomatology, 2025, 45(1): 8-12.
[13]	ZHENG Yao, YU Shaoyang, HUANG Wenli, DONG Lirong, ZHANG Qiang, YUAN Xiao. Three-dimensional evaluation of changes in the upper airway, natural head position and hyoid bone position in skeletal Class Ⅲ patients after bimaxillary surgery [J]. Stomatology, 2024, 44(8): 590-595.
[14]	QIAN Yuxin, LI Jian, ZHANG Jianlan, ZHANG Shixuan, GU Yangqian, LU Mengmeng, TANG Chunbo. Analysis of the impact of bone quality on the accuracy of computer-aided design of implant guide plate [J]. Stomatology, 2024, 44(7): 508-514.
[15]	LI Gen, GUO Songsong, CAI Guanhui, SUN Lian, SUN Wen, WANG Hua. Correlation between upper airway morphological changes and jaw movement after bimaxillary orthognathic surgery in patients with skeletal Class Ⅲ malocclusion [J]. Stomatology, 2024, 44(7): 515-521.