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Corbea C, Le LH, Kaipatur NR, Li M, Nguyen KC, Heo G, Figueredo CA, Major PW, Almeida FT. Accuracy of intraoral ultrasound to evaluate alveolar bone level: an ex vivo study in human cadavers. Oral Radiol 2025; 41:33-40. [PMID: 39251497 DOI: 10.1007/s11282-024-00773-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2024] [Accepted: 08/24/2024] [Indexed: 09/11/2024]
Abstract
OBJECTIVES This study aimed to evaluate the reliability and accuracy of an intraoral ultrasound (US) device to evaluate alveolar bone by comparing it between different raters and to microCT (µCT) measurements. METHODS 38 teeth distributed across three human cadavers were prepared by placing two notches on the facial enamel surface. The maxillary and mandibular teeth were imaged with a custom-designed intraoral 20 MHz ultrasound and µCT with 0.03 mm voxel size. µCT was considered the reference standard for this study. For each sample, the distance from the inferior border of the most apical notch to the tip of the alveolar bone crest on the facial aspect of the teeth was measured from the US and µCT images. Intraclass correlation coefficient (ICC) and standard deviation were calculated. RESULTS The intra-examiner and inter-examiner reliability for both the µCT and US alveolar bone measurements were found to be excellent (intra-examiner ICC was 0.998 for µCT and 0.997 for US, inter-examiner ICC was 0.996 for µCT and between 0.947 and 0.950 for US). The accuracy of the US was found to be good compared to µCT (ICC between 0.885 and 0.894). CONCLUSION The study demonstrated that intraoral ultrasound is highly reliable and accurate compared to the µCT reference standard for evaluating facial alveolar bone height.
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Affiliation(s)
- Claudiu Corbea
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Neelambar R Kaipatur
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Mengxun Li
- Department of Prosthodontics, School of Stomatology, Wuhan University, Wuhan, China
| | - Kim Cuong Nguyen
- Department of Radiology and Diagnostic Imaging, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Giseon Heo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.
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Qi B, Fu L, Abdelrehim T, Chang JJ, Chang H, Chen C, Jokerst JV. Ultrasound identification of the cementoenamel junction and clinical correlation through ex vivo analysis. Sci Rep 2024; 14:27821. [PMID: 39537843 PMCID: PMC11561095 DOI: 10.1038/s41598-024-79081-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 11/06/2024] [Indexed: 11/16/2024] Open
Abstract
Accurately identifying periodontal landmarks via acoustic imaging is increasingly important. Here, we evaluated the accuracy of cementoenamel junction (CEJ) identification using ultrasound by comparing it to clinical methods in 153 extracted human teeth. The distance between the CEJ to a reference point was measured using two clinical methods (visual examination and tactile sensation) as well as ultrasound imaging. Statistical analyses were performed across all teeth and sub-groups, including tooth types (incisors, cuspids, and molars/premolars), and two classifications: A- vs. B- (visually detectable or undetectable CEJ, respectively); and CL-S vs. CL-D (shallow or deep cervical lesions). In A- or CL-S teeth, ultrasound measurements highly agreed with clinical measurements, showing a 1.72-mm 95% CI for A- and 1.99-mm 95% CI for CL-S compared to visual examination, and a 1.77-mm 95% CI for A- and a 2.10-mm 95% CI for CL-S compared to tactile sensation, respectively. For 80% of A- and 76% of CL-S teeth, the difference between ultrasound and visual examination was within ± 20%. For 81% of A- and 80% of CL-S teeth, the difference between ultrasound and tactile sensation was within ± 20%. The variance of ultrasound versus clinical CEJ identifications showed a significant correlation (r = 0.6607) to the cervical lesion depth. The errors between ultrasound and clinical measurements show no significant bias across different tooth types.
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Affiliation(s)
- Baiyan Qi
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Lei Fu
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Tamer Abdelrehim
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, La Jolla, CA, 92093, USA
| | - Jason J Chang
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Harrison Chang
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Casey Chen
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Jesse V Jokerst
- Aiiso Yufeng Li Family Department of Chemical and Nano Engineering, University of California, San Diego, La Jolla, CA, 92093, USA.
- Material Science and Engineering Program, University of California, San Diego, La Jolla, CA, 92093, USA.
- Radiology Department, University of California, San Diego, La Jolla, CA, 92093, USA.
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Lin TJ, Mao YC, Lin YJ, Liang CH, He YQ, Hsu YC, Chen SL, Chen TY, Chen CA, Li KC, Abu PAR. Evaluation of the Alveolar Crest and Cemento-Enamel Junction in Periodontitis Using Object Detection on Periapical Radiographs. Diagnostics (Basel) 2024; 14:1687. [PMID: 39125563 PMCID: PMC11312231 DOI: 10.3390/diagnostics14151687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 07/30/2024] [Accepted: 08/02/2024] [Indexed: 08/12/2024] Open
Abstract
The severity of periodontitis can be analyzed by calculating the loss of alveolar crest (ALC) level and the level of bone loss between the tooth's bone and the cemento-enamel junction (CEJ). However, dentists need to manually mark symptoms on periapical radiographs (PAs) to assess bone loss, a process that is both time-consuming and prone to errors. This study proposes the following new method that contributes to the evaluation of disease and reduces errors. Firstly, innovative periodontitis image enhancement methods are employed to improve PA image quality. Subsequently, single teeth can be accurately extracted from PA images by object detection with a maximum accuracy of 97.01%. An instance segmentation developed in this study accurately extracts regions of interest, enabling the generation of masks for tooth bone and tooth crown with accuracies of 93.48% and 96.95%. Finally, a novel detection algorithm is proposed to automatically mark the CEJ and ALC of symptomatic teeth, facilitating faster accurate assessment of bone loss severity by dentists. The PA image database used in this study, with the IRB number 02002030B0 provided by Chang Gung Medical Center, Taiwan, significantly reduces the time required for dental diagnosis and enhances healthcare quality through the techniques developed in this research.
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Affiliation(s)
- Tai-Jung Lin
- Department of Periodontics, Division of Dentistry, Taoyuan Chang Gung Memorial Hospital, Taoyuan City 333423, Taiwan;
| | - Yi-Cheng Mao
- Department of Operative Dentistry, Taoyuan Chang Gung Memorial Hospital, Taoyuan City 333423, Taiwan;
| | - Yuan-Jin Lin
- Department of Program on Semiconductor Manufacturing Technology, Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan City 701401, Taiwan;
| | - Chin-Hao Liang
- Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan City 320234, Taiwan; (C.-H.L.); (Y.-Q.H.); (Y.-C.H.)
| | - Yi-Qing He
- Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan City 320234, Taiwan; (C.-H.L.); (Y.-Q.H.); (Y.-C.H.)
| | - Yun-Chen Hsu
- Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan City 320234, Taiwan; (C.-H.L.); (Y.-Q.H.); (Y.-C.H.)
| | - Shih-Lun Chen
- Department of Electronic Engineering, Chung Yuan Christian University, Taoyuan City 320234, Taiwan; (C.-H.L.); (Y.-Q.H.); (Y.-C.H.)
| | - Tsung-Yi Chen
- Department of Electronic Engineering, Feng Chia University, Taichung City 407301, Taiwan;
| | - Chiung-An Chen
- Department of Electrical Engineering, Ming Chi University of Technology, New Taipei City 243303, Taiwan
| | - Kuo-Chen Li
- Department of Information Management, Chung Yuan Christian University, Taoyuan City 320317, Taiwan;
| | - Patricia Angela R. Abu
- Ateneo Laboratory for Intelligent Visual Environments, Department of Information Systems and Computer Science, Ateneo de Manila University, Quezon City 1108, Philippines;
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Hoang TH, Nguyen KCT, Kaipatur NR, Alexiou M, La TG, Lagravère Vich MO, Major PW, Punithakumar K, Lou EH, Le LH. Ultrasonic mapping of midpalatal suture - An ex-vivo study. J Dent 2024; 145:105024. [PMID: 38670332 DOI: 10.1016/j.jdent.2024.105024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Revised: 04/05/2024] [Accepted: 04/24/2024] [Indexed: 04/28/2024] Open
Abstract
OBJECTIVE Rapid maxillary expansion is a common orthodontic procedure to correct maxillary constriction. Assessing the midpalatal suture (MPS) expansion plays a crucial role in treatment planning to determine its effectiveness. The objectives of this preliminary investigation are to demonstrate a proof of concept that the palatal bone underlying the rugae can be clearly imaged by ultrasound (US) and the reconstructed axial view of the US image accurately maps the MPS patency. METHODS An ex-vivo US scanning was conducted on the upper jawbones of two piglet's carcasses before and after the creation of bone defects, which simulated the suture opening. The planar images were processed to enhance bone intensity distribution before being orderly stacked to fuse into a volume. Graph-cut segmentation was applied to delineate the palatal bone to generate a bone volume. The accuracy of the reconstructed bone volume and the suture opening was validated by the micro-computed tomography (µCT) data used as the ground truth and compared with cone beam computed tomography (CBCT) data as the clinical standard. Also included in the comparison is the rugae thickness. Correlation and Bland-Altman plots were used to test the agreement between the two methods: US versus µCT/CBCT. RESULTS The reconstruction of the US palatal bone volumes was accurate based on surface topography comparison with a mean error of 0.19 mm for pre-defect and 0.15 mm and 0.09 mm for post-defect models of the two samples, respectively when compared with µCT volumes. A strong correlation (R2 ≥ 0.99) in measuring MPS expansion was found between US and µCT/CBCT with MADs of less than 0.05 mm, 0.11 mm and 0.23 mm for US, µCT and CBCT, respectively. CONCLUSIONS It was possible to axially image the MPS opening and rugae thickness accurately using high-frequency ultrasound. CLINICAL SIGNIFICANCE This study introduces an ionizing radiation-free, low-cost, and portable technique to accurately image a difficult part of oral cavity anatomy. The advantages of conceivable visualization could promise a successful clinical examination of MPS to support the predictable treatment outcome of maxillary transverse deficiency.
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Affiliation(s)
- Trang H Hoang
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | | | - Maria Alexiou
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | | | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, AB, Canada
| | | | - Edmond H Lou
- Department of Electrical and Computing Engineering, University of Alberta, Edmonton, AB, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada; School of Dentistry, University of Alberta, Edmonton, AB, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada; Department of Physics, University of Alberta, Edmonton, AB, Canada.
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Torumtay Cin G, Lektemur Alpan A, Açikgöz G, Özlü Uçan G. Ultrasonographic analysis of palatal donor site healing accelerated with platelet-rich fibrin following subepithelial connective tissue harvesting. J Appl Oral Sci 2024; 32:e20230448. [PMID: 38655988 DOI: 10.1590/1678-7757-2023-0448] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2023] [Accepted: 02/21/2024] [Indexed: 04/26/2024] Open
Abstract
OBJECTIVE Platelet-rich fibrin (PRF) contains a variety of growth factors and bioactive molecules that play crucial roles in wound healing and angiogenesis. We aimed to evaluate the effects of PRF on tissue thickness and vascularization of the palatal donor site by ultrasound (USG) following subepithelial connective tissue harvesting. METHODOLOGY A subepithelial connective tissue graft was harvested from the palatal region with a single incision for root coverage in 20 systemically healthy patients. In the test group (n = 10), the PRF membrane was placed at the donor site, whereas no material was applied in the control group (n=10). Palatal tissue thickness (PTT) and pulsatility index (PI) were evaluated by USG at baseline and on the 3rd, 7th, 14th, 30th, and 90th days after surgery. The early healing index (EHI) was used to evaluate donor site healing for 30 days. RESULTS PTT was significantly higher in the PRF group on the 3rd and 14th days after surgery when compared to the controls. In the PRF-treated group, PI levels were significantly higher than in the controls, especially on the 14th day. PTT increased significantly 90 days after surgery compared to the test group baseline, but controls showed a significant decrease. The PRF group showed statistically significant improvements in EHI scores compared to controls on days 3, 7, and 14. This study found a negative correlation between PI values and EHI scores on postoperative days three and seven in the test group. CONCLUSION USG is a non-invasive, objective method to radiographically evaluate the regenerative effects of PRF on palatal wound healing after soft tissue harvesting. To overcome graft inadequacy in reharvesting procedures, PRF application may enhance clinical success and reduce possible complications by increasing tissue thickness and revascularization in the donor area.
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Affiliation(s)
- Gizem Torumtay Cin
- Pamukkale University, Faculty of Dentistry, Department of Periodontology, Denizli, Turkey
| | - Aysan Lektemur Alpan
- Pamukkale University, Faculty of Dentistry, Department of Periodontology, Denizli, Turkey
| | - Gözde Açikgöz
- Pamukkale University, Faculty of Dentistry, Department of Oral and Maxillofacial Radiology, Denizli, Turkey
| | - Gülfem Özlü Uçan
- Gelişim University, Faculty of Dentistry, Department of Oral and Maxillofacial Radiology, İstanbul, Turkey
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Figueredo CA, Lai H, Gibson MP, Le LH, Almeida FT, Major PW. The repeatability of periodontal imaging with intraoral ultrasound scanning. Clin Oral Investig 2024; 28:164. [PMID: 38383689 DOI: 10.1007/s00784-024-05564-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 02/16/2024] [Indexed: 02/23/2024]
Abstract
OBJECTIVE Ultrasound is a non-invasive and low-cost diagnostic tool widely used in medicine. Recent studies have demonstrated that ultrasound imaging might have the potential to be used intraorally to assess the periodontium by comparing it to current imaging methods. This study aims to characterize the repeatability of intraoral periodontal ultrasound imaging. MATERIALS AND METHODS Two hundred and twenty-three teeth were scanned from fourteen volunteers participating in this study. One operator conducted all the scans in each tooth thrice with a 20 MHz intraoral ultrasound. The repeatability of three measurements, alveolar bone crest to the cementoenamel junction (ABC-CEJ), gingival thickness (GT), and alveolar bone thickness (ABT), was calculated with intercorrelation coefficient (ICC). Measurements were also compared with mean absolute deviation (MAD), repeatability coefficient (RC), and descriptive statistics. RESULTS ICC scores for intra-rater repeatability were 0.917(0.897,0.933), 0.849(0.816,0.878), and 0.790(0.746,0.898), MAD results were 0.610 mm (± 0.508), 0.224 (± 0.200), and 0.067 (± 0.060), and RC results were 0.648, 0.327, and 0.121 for ABC-CEJ, GT, and ABT measurements, respectively. CONCLUSION Results of the present study pointed towards good or excellent repeatability of ultrasound as a measurement tool for periodontal structures. CLINICAL RELEVANCE Clinicians could benefit from the introduction of a novel chairside diagnostic tool. Ultrasound is a non-invasive imaging assessment tool for the periodontium with promising results in the literature. Further validation, establishment of scanning protocols, and commercialization are still needed before ultrasound imaging is available for clinicians.
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Affiliation(s)
- Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada.
| | - Hollis Lai
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Monica P Gibson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
- School of Dentistry, Indiana University, Indianapolis, IN, United States
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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Figueredo CA, Catunda RQ, Gibson MP, Major PW, Almeida FT. Use of ultrasound imaging for assessment of the periodontium: A systematic review. J Periodontal Res 2024; 59:3-17. [PMID: 37872805 DOI: 10.1111/jre.13194] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2023] [Revised: 09/25/2023] [Accepted: 10/01/2023] [Indexed: 10/25/2023]
Abstract
The objective of this study was to systematically review the literature regarding diagnostic applications of ultrasound imaging for evaluation of the periodontium in humans. The search was conducted on Medline, EMBASE, Web of Science, Scopus, Cochrane, and PubMed up to April 3, 2023. The studies included were exclusively human studies that assessed the periodontium with ultrasound (US) imaging (b-mode). Outcomes measured included alveolar bone level, alveolar bone thickness, gingival thickness, and blood flow quantification. References were imported to Covidence. Two reviewers conducted phases 1 and 2. The JBI risk assessment tool for cross-sectional studies was used. Extracted data included the transducer and measurements used and the study's outcomes. The search yielded 4892 studies after removing duplicates. From these, 25 studies were included and selected for extraction. Included studies retrieved outcomes from US examinations of the periodontal tissues. From the selected studies, 15 used US on natural teeth, 4 used US on implants, 2 used US on edentulous ridges, and 4 used color flow/power in US to evaluate the blood flow. The results of the present systematic review suggest that US might be a feasible and valuable diagnostic tool for the periodontium, with the potential to complement shortfalls of current radiographic technologies.
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Affiliation(s)
- Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Raisa Queiroz Catunda
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Monica P Gibson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Fabiana T Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Nguyen KCT, Le LH, Kaipatur NR, Almeida FT, Lai H, Lou EHM, Major PW. Measuring the alveolar bone level in adolescents: A comparison between ultrasound and cone beam computed tomography. Int J Paediatr Dent 2023; 33:487-497. [PMID: 37386727 DOI: 10.1111/ipd.13092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Revised: 06/05/2023] [Accepted: 06/07/2023] [Indexed: 07/01/2023]
Abstract
BACKGROUND Cone beam computed tomography (CBCT) is an imaging modality, which is used routinely in orthodontic diagnosis and treatment planning but delivers much higher radiation than conventional dental radiographs. Ultrasound is a noninvasive imaging method that creates an image without ionizing radiation. AIM To investigate the reliability of ultrasound and the agreement between ultrasound and CBCT in measuring the alveolar bone level (ABL) on the buccal/labial side of the incisors in adolescent orthodontic patients. DESIGN One hundred and eighteen incisors from 30 orthodontic adolescent patients were scanned by CBCT with 0.3-mm voxel size and ultrasound at 20 MHz frequency. The ABL, distance from the cementoenamel junction (CEJ) to the alveolar bone crest (ABC), was measured twice to evaluate the agreement between ultrasound and CBCT. In addition, the intra- and inter-rater reliabilities in measuring the ABL by four raters were compared. RESULTS The mean difference (MD) in the ABL between ultrasound and CBCT was -0.07 mm with 95% limit of agreement (LoA) from -0.47 to 0.32 mm for all teeth. For each jaw, the MDs between the ultrasound and CBCT were -0.18 mm (for mandible with 95% LoA from -0.53 to 0.18 mm) and 0.03 mm (for maxilla with 95% LoA from -0.28 to 0.35 mm). In comparison, ultrasound had higher intra-rater (ICC = 0.83-0.90) and inter-rater reliabilities (ICC = 0.97) in ABL measurement than CBCT (ICC = 0.56-0.78 for intra-rater and ICC = 0.69 for inter-rater reliabilities). CONCLUSION CBCT parameters used in orthodontic diagnosis and treatment planning in adolescents may not be a reliable tool to assess the ABL for the mandibular incisors. On the contrary, ultrasound imaging, an ionizing radiation-free, inexpensive, and portable diagnostic tool, has potential to be a reliable diagnostic tool in assessing the ABL in adolescent patients.
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Affiliation(s)
- Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | | | - Fabiana T Almeida
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Hollis Lai
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Edmond H M Lou
- Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta, Canada
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta, Canada
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Figueredo CA, Le LH, Nguyen KC, La TG, Lou EHM, Kaipatur NR, Lai H, Gibson MP, Flores-Mir C, Major PW, Almeida FT. Ultrasound Imaging of the Periodontium Complex: A Reliability Study. Int J Dent 2023; 2023:5494429. [PMID: 36845629 PMCID: PMC9949946 DOI: 10.1155/2023/5494429] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/25/2023] [Accepted: 01/30/2023] [Indexed: 02/18/2023] Open
Abstract
Background Ultrasonography is a noninvasive, low-cost diagnostic tool widely used in medicine. Recent studies have demonstrated that ultrasound imaging might have the potential to be used intraorally to assess periodontal biomarkers. Objectives To evaluate the reliability of interlandmark distance measurements on intraoral ultrasound images of the periodontal tissues. Materials and Methods Sixty-four patients from the graduate periodontics (n = 33) and orthodontics (n = 31) clinics were recruited. A 20 MHz handheld intraoral ultrasound transducer was used to scan maxillary and mandibular incisors, canines, and premolars. Distances between the alveolar bone crest and cementoenamel junction (ABC-CEJ), gingival thickness (GT), and alveolar bone thickness (ABT) were measured by 3 raters. The intercorrelation coefficient (ICC) and mean absolute deviation (MAD) were calculated among and between the raters. Raters also scored images according to quality. Results The ICC scores for intrarater reliability were 0.940 (0.932-0.947), 0.953 (0.945-0.961), and 0.859 (0.841-0.876) for ABC-CEJ, GT, and ABT, respectively. The intrarater MAD values were 0.023 (±0.019) mm, 0.014 (±0.005) mm, and 0.005 (±0.003) mm, respectively. The ICC scores for interrater reliability were 0.872 (95% CI: 0.836-0.901), 0.958 (95% CI: 0.946-0.968), and 0.836 (95% CI: 0.789-0.873) for ABC-CEJ, GT, and ABT, respectively. The interrater MAD values were 0.063 (±0.029) mm, 0.023 (±0.018) mm, and 0.027 (±0.012) mm, respectively. Conclusions The present study showed the high reliability of ultrasound in both intrarater and interrater assessments. Results suggest there might be a potential use of intraoral ultrasound to assess periodontium.
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Affiliation(s)
- Carlos Alberto Figueredo
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Lawrence H. Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Kim Cuong Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
- Department of Biomedical Engineering, University of Alberta, Edmonton, AB, Canada
| | - Thanh-Giang La
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada
| | - Edmond H. M. Lou
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada
| | - Neelambar R. Kaipatur
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Hollis Lai
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Monica P. Gibson
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Carlos Flores-Mir
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Paul W. Major
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Fabiana T. Almeida
- School of Dentistry, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
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10
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Qi B, Hariri A, Khazaeinezhad R, Fu L, Li Y, Jin Z, Yim W, He T, Cheng Y, Zhou J, Jokerst JV. A miniaturized ultrasound transducer for monitoring full-mouth oral health: a preliminary study. Dentomaxillofac Radiol 2023; 52:20220220. [PMID: 36075610 PMCID: PMC9793456 DOI: 10.1259/dmfr.20220220] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2022] [Revised: 08/11/2022] [Accepted: 08/15/2022] [Indexed: 01/11/2023] Open
Abstract
OBJECTIVE To customize a miniaturized ultrasound transducer to access full-mouth B-mode, color Doppler, and spectral Doppler imaging for monitoring oral health. METHODS A customized periodontal ultrasound transducer SS-19-128 (19 MHz, 128 channels) 1.8-cm wide and 1-cm thick was developed and connected to a data acquisition (DAQ) system. B-mode, color Doppler, and spectral Doppler data could all be collected with SS-19-128. The imaging resolution and penetration capacity of SS-19-128 were characterized on phantoms. The gingival thickness was measured on 11 swine teeth by SS-19-128 for comparison with conventional transgingival probing via Bland-Altman analysis and Pearson correlation. Five human subjects were then recruited to demonstrate B-mode and Doppler imaging by SS-19-128. RESULTS The axial and lateral spatial resolution at 5.5 mm depth is 102.1 µm and 142.9 µm, respectively. The penetration depth in a tissue-mimicking phantom is over 30 mm. In vivo B-mode imaging of all 28 teeth was demonstrated on one human subject, and imaging of tooth #18 was accessed on five human subjects. Gingival thickness measurement compared with transgingival probing showed a bias of -0.015 mm and SD of 0.031 mm, and a r = 0.9235 (p < 0.0001) correlation. In vivo color and spectral Doppler imaging of the supraperiosteal artery in human gingiva was performed to generate hemodynamic information. CONCLUSIONS The small size of SS-19-128 offers important advantages over existing ultrasound technology-more specifically, whole-mouth scanning/charting reminiscent of radiography. This is nearly a two-fold increase in the number of teeth that can be assessed versus conventional transducers.
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Affiliation(s)
- Baiyan Qi
- Materials Science and Engineering Program University of California San Diego, La Jolla, California, USA
| | - Ali Hariri
- StyloSonic LLC, San Diego, United States
| | | | - Lei Fu
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Yi Li
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Zhicheng Jin
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Wonjun Yim
- Materials Science and Engineering Program University of California San Diego, La Jolla, California, USA
| | - Tengyu He
- Materials Science and Engineering Program University of California San Diego, La Jolla, California, USA
| | - Yong Cheng
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
| | - Jiajing Zhou
- Department of Nanoengineering, University of California San Diego, La Jolla, California, USA
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11
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Moore CA, Law JK, Retout M, Pham CT, Chang KCJ, Chen C, Jokerst JV. High-resolution ultrasonography of gingival biomarkers for periodontal diagnosis in healthy and diseased subjects. Dentomaxillofac Radiol 2022; 51:20220044. [PMID: 35522698 PMCID: PMC10043620 DOI: 10.1259/dmfr.20220044] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Revised: 04/08/2022] [Accepted: 04/11/2022] [Indexed: 11/05/2022] Open
Abstract
OBJECTIVE To determine the capacity of ultrasonographic image-based measurements of gingival height and alveolar bone level for monitoring periodontal health and disease. METHODS Sixteen subjects were recruited from patients scheduled to receive dental care and classified as periodontally healthy (n = 10) or diseased (n = 6) according to clinical guidelines. A 40-MHz ultrasound system was used to measure gingival recession, gingival height, alveolar bone level, and gingival thickness from 66 teeth for comparison to probing measurements of pocket depth and clinical attachment level. Interexaminer variability and comparison between ultrasound measurements and probing measurements was performed via Bland-Altman analysis. RESULTS Gingival recession and its risk in non-recessed patients could be determined via measurement of the supra- and subgingival cementoenamel junction relative to the gingival margin. Interexaminer bias for ultrasound image analysis was negligible (<0.10 mm) for imaged gingival height (iGH) and 0.45 mm for imaged alveolar bone level (iABL). Diseased subjects had significantly higher imaging measurements (iGH, iABL) and clinical measurements (probing pocket depth, clinical attachment level) than healthy subjects (p < 0.05). Subtraction of the average biologic width from iGH resulted in 83% agreement (≤1 mm difference) between iGH and probing pocket depth measurements. CONCLUSIONS Ultrasonography has an equivalent diagnostic capacity as gold-standard physical probing for periodontal metrics while offering more detailed anatomical information.
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Affiliation(s)
- Colman A Moore
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive. La Jolla, CA, USA
| | - Jane K Law
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Maurice Retout
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive. La Jolla, CA, USA
| | - Christopher T Pham
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Kai Chiao J Chang
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
| | - Casey Chen
- Herman Ostrow School of Dentistry, University of Southern California, 925 West 34th Street, Los Angeles, CA, USA
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12
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Assessment of Negative Gingival Recession: A Critical Component of Periodontal Diagnosis. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12147015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Accurate measurement of negative gingival recession (GR) is essential to accurately determine the clinical attachment loss, which leads to an accurate diagnosis and optimal therapy of periodontal disease. However, the accuracy of measuring the negative GR has been shown to be low and highly variable between examiners. The position of the gingiva margin in relation to the cemento-enamel junction (CEJ) varies among different stages of passive eruption. The amount of negative GR is about 2 mm on average at the mid-facial sites and ranges from 2 to 3.5 mm at interproximal sites in periodontally healthy patients. Some other clinical conditions may change the gingival dimension coronal to the CEJ, such as altered passive eruption and gingival enlargement. In addition to the traditional approach using a periodontal probe to assess the negative GR, nowadays dental ultrasound imaging may be able to assist in accurately measuring the amount of negative GR. This narrative review will discuss the existing evidence of the dimension of dentogingival tissue and the clinical assessment of negative GR using different clinical tools.
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13
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Fu L, Ling C, Jin Z, Luo J, Palma-Chavez J, Wu Z, Zhou J, Zhou J, Donovan B, Qi B, Mishra A, He T, Jokerst JV. Photoacoustic imaging of posterior periodontal pocket using a commercial hockey-stick transducer. JOURNAL OF BIOMEDICAL OPTICS 2022; 27:JBO-210363GR. [PMID: 35610752 PMCID: PMC9128833 DOI: 10.1117/1.jbo.27.5.056005] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 05/02/2022] [Indexed: 06/02/2023]
Abstract
SIGNIFICANCE Photoacoustic imaging has shown advantages over the periodontal probing method in measuring the periodontal probing depth, but the large size of conventional photoacoustic transducers prevents imaging of the more posterior teeth. AIM Our aim is to develop a photoacoustic imaging system to image the more posterior periodontal pocket. APPROACH We report a clinical "hockey-stick"-style transducer integrated with fibers for periodontal photoacoustic imaging. Cuttlefish ink labeled the periodontal pocket as the photoacoustic contrast agent. RESULTS We characterized the imaging system and then measured the pocket depth of 35 swine teeth. Three raters evaluated the performance of the hockey-stick transducer. The measurements between the Williams probing (gold standard) and the photoacoustic methods were blinded but highly correlated. We showed a bias of ∼0.3 mm for the imaging-based technique versus Williams probing. The minimum inter-reliability was over 0.60 for three different raters of varying experience, suggesting that this approach to measure the periodontal pocket is reproducible. Finally, we imaged three pre-molars of a human subject. We could access more upper and posterior teeth than conventional linear transducers. CONCLUSIONS The unique angle shape of the hockey-stick transducer allows it to image more posterior teeth than regular linear transducers. This study demonstrated the ability of a hockey-stick transducer to measure the periodontal pocket via photoacoustic imaging.
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Affiliation(s)
- Lei Fu
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Chen Ling
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Zhicheng Jin
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Jessica Luo
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Jorge Palma-Chavez
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Zhuohong Wu
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Jingcheng Zhou
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Jiajing Zhou
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Brian Donovan
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
| | - Baiyan Qi
- University of California San Diego, Materials Science and Engineering Program, La Jolla, California, United States
| | - Aditya Mishra
- University of California San Diego, Materials Science and Engineering Program, La Jolla, California, United States
| | - Tengyu He
- University of California San Diego, Materials Science and Engineering Program, La Jolla, California, United States
| | - Jesse V. Jokerst
- University of California San Diego, Department of NanoEngineering, La Jolla, California, United States
- University of California San Diego, Materials Science and Engineering Program, La Jolla, California, United States
- University of California San Diego, Department of Radiology, La Jolla, California, United States
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Thöne-Mühling M, Kripfgans OD, Mengel R. Ultrasonography for noninvasive and real-time evaluation of peri-implant soft and hard tissue: a case series. Int J Implant Dent 2021; 7:95. [PMID: 34518926 PMCID: PMC8438098 DOI: 10.1186/s40729-021-00375-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 06/25/2021] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND The diagnosis of soft and hard tissue at dental implants will be challenging in the future, as high prevalence of mucositis and peri-implantitis were described in the population. Ultrasonography is a promising non-invasive, inexpensive, painless, and radiation-free method for imaging hard and soft tissue at implants, especially an ultrasound device with a 25-MHz probe demonstrating a high correlation between ultrasound, clinical, and radiological measurements. CASE PRESENTATION The following case series demonstrates the use of ultrasonography with high spatial resolution probe in patients with dental implants affected by soft tissue recession and/or crestal bone loss. CONCLUSION These ultrasound images can provide valuable additional information for the assessment of peri-implant soft and hard tissue.
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Affiliation(s)
- Miriam Thöne-Mühling
- Department of Prosthetic Dentistry, School of Dental Medicine, Philipps-University Marburg, Georg-Voigt Str. 3, 35039, Marburg/Lahn, Germany
| | - Oliver D Kripfgans
- Department of Radiology, BME, and Appl. Phys., University of Michigan, 3218D Med Sci I, 1301 Catherine Street, Ann Arbor, MI, 48109-5667, USA
| | - Reiner Mengel
- Department of Prosthetic Dentistry, School of Dental Medicine, Philipps-University Marburg, Georg-Voigt Str. 3, 35039, Marburg/Lahn, Germany.
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15
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Nguyen KCT, Le BM, Li M, Almeida FT, Major PW, Kaipatur NR, Lou EHM, Punithakumar K, Le LH. Localization of cementoenamel junction in intraoral ultrasonographs with machine learning. J Dent 2021; 112:103752. [PMID: 34314726 DOI: 10.1016/j.jdent.2021.103752] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/21/2021] [Accepted: 07/20/2021] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVE Our goal was to automatically identify the cementoenamel junction (CEJ) location in ultrasound images using deep convolution neural networks (CNNs). METHODS Three CNNs were evaluated using 1400 images and data augmentation. The training and validation were performed by an experienced nonclinical rater with 1000 and 200 images, respectively. Four clinical raters with different levels of experience with ultrasound tested the networks using the other 200 images. In addition to the comparison of the best approach with each rater, we also employed the simultaneous truth and performance level estimation (STAPLE) algorithm to estimate a ground truth based on all labelings by four clinical raters. The final CEJ location estimate was obtained by taking the first moment of the posterior probability computed using the STAPLE algorithm. The study also computed the machine learning-measured CEJ-alveolar bone crest distance. RESULTS Quantitative evaluations of the 200 images showed that the comparison of the best approach with the STAPLE-estimate yielded a mean difference (MD) of 0.26 mm, which is close to the comparison with the most experienced nonclinical rater (MD=0.25 mm) but far better than the comparison with clinical raters (MD=0.27-0.33 mm). The machine learning-measured CEJ-alveolar bone crest distances correlated strongly (R = 0.933, p < 0.001) with the manual clinical labeling and the measurements were in good agreement with the 95% Bland-Altman's lines of agreement between -0.68 and 0.57 mm. CONCLUSIONS The study demonstrated the feasible use of machine learning methodology to localize CEJ in ultrasound images with clinically acceptable accuracy and reliability. Likelihood-weighted ground truth by combining multiple labels by the clinical experts compared favorably with the predictions by the best deep CNN approach. CLINICAL SIGNIFICANCE Identification of CEJ and its distance from the alveolar bone crest play an important role in the evaluation of periodontal status. Machine learning algorithms can learn from complex features in ultrasound images and have potential to provide a reliable and accurate identification in subsecond. This will greatly assist dental practitioners to provide better point-of-care to patients and enhance the throughput of dental care.
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Affiliation(s)
- Kim-Cuong T Nguyen
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Canada
| | - Binh M Le
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Computer Sciences, University of Science, Ho Chi Minh City, Vietnam
| | - Mengxun Li
- Department of Implantology, School and Hospital of Stomatology, Wuhan University, Wuhan, China
| | | | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Canada
| | | | - Edmond H M Lou
- Department of Biomedical Engineering, University of Alberta, Edmonton, Canada; Department of Electrical & Computer Engineering, University of Alberta, Edmonton, Canada
| | | | - Lawrence H Le
- Department of Radiology & Diagnostic Imaging, University of Alberta, Edmonton, Canada; Department of Biomedical Engineering, University of Alberta, Edmonton, Canada; School of Dentistry, University of Alberta, Edmonton, Canada.
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16
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Computer-Assisted Detection of Cemento-Enamel Junction in Intraoral Ultrasonographs. APPLIED SCIENCES-BASEL 2021. [DOI: 10.3390/app11135850] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The cemento-enamel junction (CEJ) is an important reference point for various clinical measurements in oral health assessment. Identifying CEJ in ultrasound images is a challenging task for dentists. In this study, a computer-assisted detection method is proposed to identify the CEJ in ultrasound images, based on the curvature change of the junction outlining the upper edge of the enamel and cementum at the cementum–enamel intersection. The technique consists of image preprocessing steps for image enhancement, segmentation, and edge detection to locate the boundary of the enamel and cementum. The effects of the image preprocessing and the sizes of the bounding boxes enclosing the CEJ were studied. For validation, the algorithm was applied to 120 images acquired from human volunteers. The mean difference of the best performance between the proposed method and the two raters’ measurements was an average of 0.25 mm with reliability ≥ 0.98. The proposed method has the potential to assist dental professionals in CEJ identification on ultrasonographs to provide better patient care.
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17
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Mozaffarzadeh M, Moore C, Golmoghani EB, Mantri Y, Hariri A, Jorns A, Fu L, Verweij MD, Orooji M, de Jong N, Jokerst JV. Motion-compensated noninvasive periodontal health monitoring using handheld and motor-based photoacoustic-ultrasound imaging systems. BIOMEDICAL OPTICS EXPRESS 2021; 12:1543-1558. [PMID: 33796371 PMCID: PMC7984772 DOI: 10.1364/boe.417345] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 02/08/2021] [Accepted: 02/08/2021] [Indexed: 05/06/2023]
Abstract
Simultaneous visualization of the teeth and periodontium is of significant clinical interest for image-based monitoring of periodontal health. We recently reported the application of a dual-modality photoacoustic-ultrasound (PA-US) imaging system for resolving periodontal anatomy and periodontal pocket depths in humans. This work utilized a linear array transducer attached to a stepper motor to generate 3D images via maximum intensity projection. This prior work also used a medical head immobilizer to reduce artifacts during volume rendering caused by motion from the subject (e.g., breathing, minor head movements). However, this solution does not completely eliminate motion artifacts while also complicating the imaging procedure and causing patient discomfort. To address this issue, we report the implementation of an image registration technique to correctly align B-mode PA-US images and generate artifact-free 2D cross-sections. Application of the deshaking technique to PA phantoms revealed 80% similarity to the ground truth when shaking was intentionally applied during stepper motor scans. Images from handheld sweeps could also be deshaken using an LED PA-US scanner. In ex vivo porcine mandibles, pigmentation of the enamel was well-estimated within 0.1 mm error. The pocket depth measured in a healthy human subject was also in good agreement with our prior study. This report demonstrates that a modality-independent registration technique can be applied to clinically relevant PA-US scans of the periodontium to reduce operator burden of skill and subject discomfort while showing potential for handheld clinical periodontal imaging.
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Affiliation(s)
- Moein Mozaffarzadeh
- Laboratory of Medical Imaging, Department of Imaging Physics, Delft University of Technology, 2628 CJ Delft, The Netherlands
- These authors contributed equally
| | - Colman Moore
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- These authors contributed equally
| | - Erfan Barzegar Golmoghani
- Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran
- These authors contributed equally
| | - Yash Mantri
- Department of Bioengineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Ali Hariri
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Alec Jorns
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Lei Fu
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
| | - Martin D Verweij
- Laboratory of Medical Imaging, Department of Imaging Physics, Delft University of Technology, 2628 CJ Delft, The Netherlands
- Department of Biomedical Engineering, Thoraxcenter, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Mahdi Orooji
- Department of Electrical and Computer Engineering, Tarbiat Modares University, Tehran, Iran
| | - Nico de Jong
- Laboratory of Medical Imaging, Department of Imaging Physics, Delft University of Technology, 2628 CJ Delft, The Netherlands
- Department of Biomedical Engineering, Thoraxcenter, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Jesse V Jokerst
- Department of NanoEngineering, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- Materials Science Program, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
- Department of Radiology, University of California, San Diego, 9500 Gilman Drive, La Jolla, CA 92093, USA
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18
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Yi J, Nguyen KCT, Wang W, Yang W, Pan M, Lou E, Major PW, Le LH, Zeng H. Mussel-Inspired Adhesive Double-Network Hydrogel for Intraoral Ultrasound Imaging. ACS APPLIED BIO MATERIALS 2020; 3:8943-8952. [PMID: 35019570 DOI: 10.1021/acsabm.0c01211] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Periodontal diseases could be diagnosed through intraoral ultrasound imaging with the advantages of simple operation procedures, low cost, and low safety risks. A couplant is normally placed between transducers and tissues for better ultrasound image quality. If applied intraorally, the couplants should possess good stability in water and robust mechanical properties, as well as strong adhesiveness to transducers and tissues. However, commercial couplants, such as Aquaflex (AF) cannot fulfill these requirements. In this work, inspired by the mussel adhesion mechanism, we reported a poly(vinyl alcohol)-polyacrylamide-polydopamine (PVA-PAM-PDA) hydrogel synthesized by incorporating PDA into the PAM-PVA double-network for intraoral ultrasound imaging. The hydrogel maintains good stability in water as well as exceptional mechanical properties and can adhere to different substrates (i.e., metal, glass, and porcine skin) without losing the original adhesion strength after multiple adhesion-strip cycles. Besides, when applied to porcine mandibular incisor imaging, the PVA-PAM-PDA hydrogel possesses good image quality for diagnosis as AF does. This work provides practical insights into the fabrication of multifunctional hydrogel-based interfaces between human tissues and medical devices for disease diagnosis applications.
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Affiliation(s)
- Jiaqiang Yi
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Kim-Cuong T Nguyen
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta T6G 2R7, Canada.,Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta T6G 2V2, Canada
| | - Wenda Wang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Wenshuai Yang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Mingfei Pan
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Edmond Lou
- Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
| | - Paul W Major
- School of Dentistry, University of Alberta, Edmonton, Alberta T6G 1C9, Canada
| | - Lawrence H Le
- Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, Alberta T6G 2R7, Canada.,Department of Biomedical Engineering, University of Alberta, Edmonton, Alberta T6G 2V2, Canada.,School of Dentistry, University of Alberta, Edmonton, Alberta T6G 1C9, Canada
| | - Hongbo Zeng
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta T6G 1H9, Canada
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19
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Yi J, Nguyen KCT, Wang W, Yang W, Pan M, Lou E, Major PW, Le LH, Zeng H. Polyacrylamide/Alginate double-network tough hydrogels for intraoral ultrasound imaging. J Colloid Interface Sci 2020; 578:598-607. [DOI: 10.1016/j.jcis.2020.06.015] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2020] [Revised: 05/24/2020] [Accepted: 06/03/2020] [Indexed: 12/20/2022]
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20
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Chan HL, Kripfgans OD. Ultrasonography for diagnosis of peri-implant diseases and conditions: a detailed scanning protocol and case demonstration. Dentomaxillofac Radiol 2020; 49:20190445. [PMID: 32017634 DOI: 10.1259/dmfr.20190445] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Ultrasonography has shown its promising diagnostic value in dental implant imaging research in the three treatment phases, namely, planning, intraoperative, and postoperative phase. With increasing awareness of peri-implant diseases and a lack of an efficient diagnostic method, the aim is to propose ultrasound imaging as a potential solution by providing a detailed scanning protocol and case demonstration. METHODS Ultrasound device specification and the setup for optimizing peri-implant tissue imaging was described. Two useful imaging modes, viz. B-mode and color flow, were introduced. Important anatomical structures for accurate diagnosis of peri-implant diseases were illustrated. Finally, a detailed scanning sequence was proposed. RESULTS Ultrasound images were acquired on live humans to exemplify the four peri-implant diseases and conditions, endorsed by the 2017 World Workshop organized by the American Academy of Periodontology and the European Federation of Periodontology. Ultrasound can provide not only cross-sectional anatomical images but also functional images (color flow images) that may be useful for evaluating the degree of peri-implant tissue inflammation. CONCLUSIONS High-frequency ultrasonography could be another cross-sectional imaging modality in adjunct to radiographs for diagnosing imminent peri-implant diseases and conditions that negatively influence quality of life of millions of patients with implants. This case study provides a framework for future related research work and clinical scanning guidelines.
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Affiliation(s)
- Hsun-Liang Chan
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA
| | - Oliver D Kripfgans
- Department of Biomedical Engineering, College of Engineering, Ann Arbor, MI, USA.,Department of Radiology, University of Michigan Medical School, Ann Arbor, MI, USA
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21
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Tattan M, Sinjab K, Lee E, Arnett M, Oh TJ, Wang HL, Chan HL, Kripfgans OD. Ultrasonography for chairside evaluation of periodontal structures: A pilot study. J Periodontol 2020; 91:890-899. [PMID: 31837020 DOI: 10.1002/jper.19-0342] [Citation(s) in RCA: 55] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2019] [Revised: 12/02/2019] [Accepted: 12/03/2019] [Indexed: 12/17/2022]
Abstract
BACKGROUND The crestal bone level and soft tissue dimension are essential for periodontal diagnosis and phenotype determination; yet, existing measurement methods have limitations. The aim of this clinical study was to evaluate the correlation and accuracy of ultrasound in measuring periodontal dimensions, compared to direct clinical and cone-beam computed tomography (CBCT) methods. METHODS A 24-MHz ultrasound probe prototype, specifically designed for intraoral use, was employed. Periodontal soft tissue dimensions and crestal bone levels were measured at 40 teeth and 20 single missing tooth gaps from 20 patients scheduled to receive a dental implant surgery. The ultrasound images were interpreted by two calibrated examiners. Inter-rater agreement was calculated by using inter-rater correlation coefficient (ICC). Ultrasound readings were compared with direct clinical and CBCT readings by using ICC and Bland-Altman analysis. RESULTS The following six parameters were measured: 1) interdental papilla height (tooth), 2) mid-facial soft tissue height (tooth), 3) mucosal thickness (tooth), 4) soft tissue height (edentulous ridge), 5) mucosal thickness (edentulous ridge), and 6) crestal bone level (tooth). Intra-examiner calibrations were exercised to achieve an agreement of at least 0.8. ICC between the two readers ranged from 0.482 to 0.881. ICC between ultrasound and direct readings ranged from 0.667 to 0.957. The mean difference in mucosal thickness (tooth) between the ultrasound and direct readings was -0.015 mm (95% CI: -0.655 to 0.624 mm) without statistical significance. ICC between ultrasound and CBCT ranged from 0.654 to 0.849 among the measured parameters. The mean differences between ultrasound and CBCT range from -0.213 to 0.455 mm, without statistical significance. CONCLUSION Ultrasonic imaging can be valuable for accurate and real-time periodontal diagnosis without concerns about ionizing radiation.
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Affiliation(s)
- Mustafa Tattan
- Department of Periodontics and Iowa Institute for Oral Health Research, University of Iowa College of Dentistry, Iowa City, IA, USA
| | - Khaled Sinjab
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA
| | - Eunjee Lee
- Department of Information and Statistics, Chungnam National University, Daejoen, South Korea
| | - Michelle Arnett
- Department of Primary Dental Care, Division of Dental Hygiene, University of Minnesota, Minneapolis, MN, USA
| | - Tae-Ju Oh
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA
| | - Hom-Lay Wang
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA
| | - Hsun-Liang Chan
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, MI, USA
| | - Oliver D Kripfgans
- Department of Radiology, University of Michigan Medical School, Ann Arbor, MI, USA.,Department of Biomedical Engineering, College of Engineering, Ann Arbor, MI, USA
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22
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Marotti J, Neuhaus S, Habor D, Bohner L, Heger S, Radermacher K, Wolfart S. High-Frequency Ultrasound for Assessment of Peri-Implant Bone Thickness. J Clin Med 2019; 8:jcm8101539. [PMID: 31557872 PMCID: PMC6832403 DOI: 10.3390/jcm8101539] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Revised: 09/20/2019] [Accepted: 09/23/2019] [Indexed: 01/20/2023] Open
Abstract
Purpose: The aim of this study was to evaluate the accuracy of high-frequency ultrasound (HFUS) for measurement of bone thickness surrounding dental implants. Methods: Eight porcine bone samples containing dental implants were scanned by a HFUS scanner and compared using cone-beam computed tomography (CBCT) and an optical scanner. Bone thickness was measured in the buccolingual region of dental implants in 10 points distributed between the platform and apical portion of the implant. Results: The mean measurement error for the ultrasound method was 0.11 mm, whereas CBCT showed a measurement error of 0.20 mm. For both devices, the maximal measurement error was 0.28 mm. Conclusion: Within the simulated limited conditions of this study, high-frequency ultrasound, with optical scanning used as a reference, presented higher accuracy in comparison to CBCT, and seems to be a promising tool for measuring peri-implant bone.
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Affiliation(s)
- Juliana Marotti
- Department of Prosthodontics and Biomaterials, Centre for Implantology, Medical School of the RWTH Aachen University, Pauwelsstrasse 30, 52074 Aachen, Germany.
| | - Sarah Neuhaus
- Department of Prosthodontics and Biomaterials, Centre for Implantology, Medical School of the RWTH Aachen University, Pauwelsstrasse 30, 52074 Aachen, Germany.
| | - Daniel Habor
- Department of Medical Engineering, RWTH Aachen University, Pauwelsstrasse 20, 52074 Aachen, Germany.
| | - Lauren Bohner
- Department of Prosthodontics and Biomaterials, Centre for Implantology, Medical School of the RWTH Aachen University, Pauwelsstrasse 30, 52074 Aachen, Germany.
| | - Stefan Heger
- Institute for Biomedical Engineering, Mannheim University, John-Deere-Strasse 85, 68163 Mannheim, Germany.
| | - Klaus Radermacher
- Department of Medical Engineering, RWTH Aachen University, Pauwelsstrasse 20, 52074 Aachen, Germany.
| | - Stefan Wolfart
- Department of Prosthodontics and Biomaterials, Centre for Implantology, Medical School of the RWTH Aachen University, Pauwelsstrasse 30, 52074 Aachen, Germany.
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Chan HL, Sinjab K, Li J, Chen Z, Wang HL, Kripfgans OD. Ultrasonography for noninvasive and real-time evaluation of peri-implant tissue dimensions. J Clin Periodontol 2018; 45:986-995. [PMID: 29757464 DOI: 10.1111/jcpe.12918] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2018] [Revised: 04/17/2018] [Accepted: 05/08/2018] [Indexed: 11/30/2022]
Abstract
AIM Existing methods for evaluating marginal bone loss and tissue biotype around dental implants present with many limitations. The aim of this study was to examine the accuracy of high-resolution, 3-dimensional ultrasound to measure peri-implant tissue dimensions. MATERIAL AND METHODS A 25-MHz ultrasound probe prototype was used to scan peri-implant tissues of 17 implants from seven fresh human cadavers. Four ultrasonic measurements were made as follows: the marginal bone level/thickness, and mucosal level/thickness. The readings were statistically compared to cone beam computed tomography (CBCT) and/or open bone measurements. RESULTS The correlations (r) between the ultrasound and direct/CBCT readings of the four parameters ranged from 0.85 to 0.98 (p < 0.0001). The mean absolute difference in the four parameters between ultrasound-direct and ultrasound-CBCT ranged from 0.033 to 0.24 mm. CONCLUSION Encouraging evidence is shown that ultrasound can accurately measure peri-implant tissue dimensions. Following clinical trial validations, ultrasound offers potential as a valuable tool to evaluate long-term peri-implant tissue stability without concerns of ionizing radiation and image artefacts around implants.
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Affiliation(s)
- Hsun-Liang Chan
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan
| | - Khaled Sinjab
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan
| | - Junying Li
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan.,Department of Prosthodontics, West China School of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Zhaozhao Chen
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan.,Department of Prosthodontics, West China School of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Hom-Lay Wang
- Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry, Ann Arbor, Michigan.,Department of Prosthodontics, West China School of Stomatology, Sichuan University, Chengdu, Sichuan, China
| | - Oliver D Kripfgans
- Department of Biomedical Engineering, College of Engineering, Ann Arbor, Michigan.,Department of Radiology, University of Michigan Medical School, Ann Arbor, Michigan
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24
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Bhaskar V, Chan HL, MacEachern M, Kripfgans OD. Updates on ultrasound research in implant dentistry: a systematic review of potential clinical indications. Dentomaxillofac Radiol 2018; 47:20180076. [PMID: 29791198 DOI: 10.1259/dmfr.20180076] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022] Open
Abstract
OBJECTIVES Ultrasonography has shown promising diagnostic value in dental implant imaging research; however, exactly how ultrasound was used and at what stage of implant therapy it can be applied has not been systematically evaluated. Therefore, the aim of this review is to investigate potential indications of ultrasound use in the three implant treatment phases, namely planning, intraoperative and post-operative phase. METHODS Eligible manuscripts were searched in major databases with a combination of keywords related to the use of ultrasound imaging in implant therapy. An initial search yielded 414 articles, after further review, 28 articles were finally included for this systematic review. RESULTS Ultrasound was found valuable, though at various development stages, for evaluating (1) soft tissues, (2) hard tissues (3) vital structures and (4) implant stability. B-mode, the main function to image anatomical structures of interest, has been evaluated in pre-clinical and clinical studies. Quantitative ultrasound parameters, e.g. sound speed and amplitude, are being developed to evaluate implant-bone stability, mainly in simulation and pre-clinical studies. Ultrasound could be potentially useful in all three treatment phases. In the planning phase, ultrasound could evaluate vital structures, tissue biotype, ridge width/density, and cortical bone thickness. During surgery, it can provide feedback by identifying vital structures and bone boundary. At follow-up visits, it could evaluate marginal bone level and implant stability. CONCLUSIONS Understanding the current status of ultrasound imaging research for implant therapy would be extremely beneficial for accelerating translational research and its use in dental clinics.
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Affiliation(s)
| | - Hsun-Liang Chan
- 2 Department of Periodontics and Oral Medicine, University of Michigan School of Dentistry , Ann Arbor, MI , USA
| | - Mark MacEachern
- 3 Taubman Health Sciences Library, University of Michigan , Ann Arbor, MI , USA
| | - Oliver D Kripfgans
- 4 Department of Biomedical Engineering, College of Engineering , Ann Arbor, MI , USA.,5 Department of Radiology, University of Michigan Medical School , Ann Arbor, MI , USA
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25
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Lin CY, Chen F, Hariri A, Chen CJ, Wilder-Smith P, Takesh T, Jokerst JV. Photoacoustic Imaging for Noninvasive Periodontal Probing Depth Measurements. J Dent Res 2017; 97:23-30. [PMID: 28880116 DOI: 10.1177/0022034517729820] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The periodontal probe is the gold standard tool for periodontal examinations, including probing depth measurements, but is limited by systematic and random errors. Here, we used photoacoustic ultrasound for high-spatial resolution imaging of probing depths. Specific contrast from dental pockets was achieved with food-grade cuttlefish ink as a contrast medium. Here, 39 porcine teeth (12 teeth with artificially deeper pockets) were treated with the contrast agent, and the probing depths were measured with novel photoacoustic imaging and a Williams periodontal probe. There were statistically significant differences between the 2 measurement approaches for distal, lingual, and buccal sites but not mesial. Bland-Altman analysis revealed that all bias values were < ±0.25 mm, and the coefficients of variation for 5 replicates were <11%. The photoacoustic imaging approach also offered 0.01-mm precision and could cover the entire pocket, as opposed to the probe-based approach, which is limited to only a few sites. This report is the first to use photoacoustic imaging for probing depth measurements with potential implications to the dental field, including tools for automated dental examinations or noninvasive examinations.
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Affiliation(s)
- C Y Lin
- 1 Department of NanoEngineering, University of California, San Diego, La Jolla, CA, USA
| | - F Chen
- 1 Department of NanoEngineering, University of California, San Diego, La Jolla, CA, USA.,2 Materials Science and Engineering Program, University of California, San Diego, La Jolla, CA, USA
| | - A Hariri
- 1 Department of NanoEngineering, University of California, San Diego, La Jolla, CA, USA
| | - C J Chen
- 1 Department of NanoEngineering, University of California, San Diego, La Jolla, CA, USA
| | - P Wilder-Smith
- 3 Beckman Laser Institute, University of California, Irvine, CA, USA
| | - T Takesh
- 3 Beckman Laser Institute, University of California, Irvine, CA, USA
| | - J V Jokerst
- 1 Department of NanoEngineering, University of California, San Diego, La Jolla, CA, USA.,2 Materials Science and Engineering Program, University of California, San Diego, La Jolla, CA, USA.,4 Department of Radiology, University of California, San Diego, La Jolla, CA, USA
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26
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Ling Y, Song M, Zhonghua S, Xiaowu N, Jian L. Theoretical imaging study of early caries by a laser induced Rayleigh wave. APPLIED OPTICS 2017; 56:7182-7187. [PMID: 29047979 DOI: 10.1364/ao.56.007182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2017] [Accepted: 08/09/2017] [Indexed: 06/07/2023]
Abstract
Vivo human teeth are scanned by computed tomography through three-dimensional (3D) reconstruction technology. Geometric models of teeth are built. Based on that, a physical model of the laser induced acoustic waves propagating in teeth is established, and the finite element method is used to solve this physical model. As the velocity of the Rayleigh wave is sensitive to the elastic modulus of the teeth, the parameters, such as the position, demineralization degree, depth, and morphology of the caries, can be evaluated by the velocity field of the Rayleigh wave, which propagate in teeth. Furthermore, by the frequency domain characters of surface acoustic waves, the depth of the caries region can be evaluated. Therefore, the 3D evaluation method is established to develop the nondestructive and quantitative detection of the early stages of caries.
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27
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High-Resolution Ultrasonic Imaging of Dento-Periodontal Tissues Using a Multi-Element Phased Array System. Ann Biomed Eng 2016; 44:2874-2886. [DOI: 10.1007/s10439-016-1634-2] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 04/29/2016] [Indexed: 10/21/2022]
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