• 제목/요약/키워드: Dental images

검색결과 816건 처리시간 0.031초

딥러닝을 이용한 구강 스캐너 이미지 내 치아 영역 실시간 검출 (Real-time Tooth Region Detection in Intraoral Scanner Images with Deep Learning)

  • 박나윤;김지훈;김태민;송경진;변유진;강민주;전경구;김재곤
    • 산업경영시스템학회지
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    • 제46권3호
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    • pp.1-6
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    • 2023
  • In the realm of dental prosthesis fabrication, obtaining accurate impressions has historically been a challenging and inefficient process, often hindered by hygiene concerns and patient discomfort. Addressing these limitations, Company D recently introduced a cutting-edge solution by harnessing the potential of intraoral scan images to create 3D dental models. However, the complexity of these scan images, encompassing not only teeth and gums but also the palate, tongue, and other structures, posed a new set of challenges. In response, we propose a sophisticated real-time image segmentation algorithm that selectively extracts pertinent data, specifically focusing on teeth and gums, from oral scan images obtained through Company D's oral scanner for 3D model generation. A key challenge we tackled was the detection of the intricate molar regions, common in dental imaging, which we effectively addressed through intelligent data augmentation for enhanced training. By placing significant emphasis on both accuracy and speed, critical factors for real-time intraoral scanning, our proposed algorithm demonstrated exceptional performance, boasting an impressive accuracy rate of 0.91 and an unrivaled FPS of 92.4. Compared to existing algorithms, our solution exhibited superior outcomes when integrated into Company D's oral scanner. This algorithm is scheduled for deployment and commercialization within Company D's intraoral scanner.

Central mucoepidermoid carcinoma of the maxilla with unusual ground glass appearance and calcifications: A case report

  • Suresh, Dirasantchu;Raviraj, Jayam;Vijaykumar, Bokkasam;Suman, Sreeram Venkata;Suneel, Kumar Venkata;Amrutha, Kodadala
    • Imaging Science in Dentistry
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    • 제44권2호
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    • pp.161-164
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    • 2014
  • Mucoepidermoid carcinomas (MECs) arising within the jaws as primary central bony lesions are termed central MECs. Central MECs are extremely rare, comprising 2-3% of all mucoepidermoid carcinomas. We herein report a rare case of central MEC of the maxilla in a 52-year-old male whose plain radiographs showed a "ground glass" pattern and computed tomographic images, a hypodense mass with numerous calcifications. To the best of our knowledge, this is the first report of central MEC showing a "ground glass" appearance.

온·오프라인 정보수집 경로에 따른 치과위생사 이미지: 대입 준비생을 중심으로 (Image of dental hygienists according to information sources at online or offline: focusing on college preparatory students )

  • 이경진;김혜중;엄지은;이주희;주민정;한지은;정임희
    • 대한치위생과학회지
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    • 제6권2호
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    • pp.13-23
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    • 2023
  • 연구배경: 본 연구의 목적은 직업정보를 얻는 경로에 따라 치과위생사 이미지 형성에 어떠한 차이가 있는지를 파악하고, 치과위생사에 대한 올바른 인식과 직업 이미지 긍정화의 토대를 마련하고자 한다. 연구방법: 수도권 지역의 대입 준비생 305명을 대상으로 설문지를 배부하였다. 설문 내용은 일반적 특성(3문항), 경로 관련 문항(3문항), 치과위생사 이미지 관련 문항(21문항), 앱 관련 문항(2문항), 진학 관련 문항(5문항), 총 34문항으로 작성되었다. 일반적 특성, 인식 경로 및 진학 여부에 따른 치과위생사의 이미지는 Mann-Whitney의 U 검정, kruskal-wallis 검정으로 분석하였다. 연구결과: 연구 대상자 전체를 대상으로 치과위생사에 대한 전체 이미지는 3.75점으로 나타났고, 개인적 이미지 (4.18점)가 가장 높게 나타났으며, 사회적 이미지(3.20점)가 가장 낮았다. 치과위생사 인식경로에 따른 치과위생사 전체 이미지는 '온라인'(3.88점)이 높게 나타났고, 전체 이미지, 개인적, 업무적 이미지에서 집단 간 통계적으로 유의한 차이가 나타났다(p<0.05). 정보획득 경로에 따른 치과위생사 전체 이미지는 '오프라인'(3.87점)이 높게 나타났으며, 세부 영역 중 개인적 이미지에서만 집단 간 통계적인 유의한 차이를 보였다. 진학 여부에 따른 치과위생사 전체 이미지는 '진학(4.00점)'이 '비진학(3.64점)'보다 높았고, 사회적 이미지를 제외한 모든 영역에서 통계적으로 유의하였다(p<0.05). 결론: 온라인 경로를 효율적으로 활용하면 보다 많은 사람들에게 치과위생사의 중요성과 전문성을 알릴 수 있을 것으로 생각되며, 이를 통해 구강건강 증진에 기여하는 치과위생사의 역할을 올바르게 인식하고, 직업의 가치를 홍보하고 교육함으로써 이미지 향상에 도움이 될 것으로 생각된다.

다량의 골양물질을 형성한 중심성 거대세포육아종의 영상진단 (Imaging Diagnosis of Central Giant Cell Granuloma Showing Massive Osteoid Material)

  • 이설미;허민석;이삼선;최순철;박태원
    • Imaging Science in Dentistry
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    • 제30권2호
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    • pp.127-131
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    • 2000
  • A 19-year-old man was referred to Seoul National University Dental Hospital for evaluation of a large painless swelling of the left mandibular angle area in August, 1999. The growth had been first noted 6 years ago. He had visited other hospital in 1997. In spite of the treatment given at the hospital, the mass continued to grow rapidly. Conventional radiographs in 1999 showed an expansile, lobulated, and destructive lesion of the left mandibular body. CT scan demonstrated an expansile mass with a corticated margin. Bony septa were seen within the lesion. Internal calcification noted on the bone-setting CT image, and corresponded to the hypointense area in T1-weighted MRI image. MRI clearly delineated the extent of the lesion which had heterogenous intermediate signal intensity in T1-weighted images and heterogenous hyperintense signal intensity in T2-weighted images. The lesion was well-enhanced. Histopathologically, the lesion was well demarcated. Multinucleated giant cells were presented in a fibrous background, demonstrating a storiform pattern. Areas of osteoid rimmed by a few osteoblasts were scattered throughout the lesion. Inflammatory cells, blood vessels, and hemosiderin deposition were also shown. CGCG may show lots of internal calcification foci on the CT, and varied signal intensity in MRI. More cases will be needed to understand the features of the CT & MR finding of CGCG.

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단면 CT 영상을 이용한 무치악 하악 대구치부 잔존골의 형태 분석 (Morphological analysis of mandibular posterior edentulous bones using cross-sectional CT images)

  • 이설미;허경회;이원진;허민석;이삼선;강태인;최순철
    • Imaging Science in Dentistry
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    • 제37권3호
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    • pp.133-138
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    • 2007
  • Purpose: The purpose of this study was to evaluate the morphologic features of posterior edentulous mandible for Korean patients using cross-sectional CT images. Materials and Methods: Computed tomographic cross-sectional views taken in 2004 and 2005 at Seoul National University Dental Hospital were analyzed by an oral and maxillofacial radiologist. Four indices were measured to meet the purpose of this study: 1) the horizontal distance between the alveolar crest and mandibular canal (Type), 2) the angle of the mandibular long axis (Angle), 3) the bucco-lingual location of mandibular canal, and 4) the depth of the submandibular fossa. The averages and standard deviations of the measurements were compared according to the location (the first and second molar area) and sex of the patients. Results: Statistically significant difference was found in Type, Angle, and submandibular fossa depth between the first and second molar area (p<0.05). However, there was no significant difference between men and women in any of the measured indices. Most of the mandibular canals were located in lingual side of posterior mandible. Conclusion: More care should be taken when an implant is installed on the mandibular second molar area.

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The effect of radiographic imaging modalities and the observer's experience on postoperative maxillary cyst assessment

  • Gang, Tae-In;Huh, Kyung-Hoe;Yi, Won-Jin;Lee, Sam-Sun;Heo, Min-Suk;Choi, Soon-Chul
    • Imaging Science in Dentistry
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    • 제44권4호
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    • pp.301-305
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    • 2014
  • Purpose: The purpose of this study was to compare the accuracy of postoperative maxillary cyst (POMC) diagnosis by panoramic radiographs versus computed tomography (CT) and by oral and maxillofacial radiologists versus non-specialists. Materials and Methods: Sixty-five maxillary sinuses with POMCs and 63 without any lesion were assessed using panoramic radiographs and CT images by five oral and maxillofacial radiologists and five non-specialists on a five-point scale. The areas under receiver operating characteristic (ROC) curves were analyzed to determine the differences in diagnostic accuracy between the two imaging modalities and between the two groups of observers. The intra-observer agreement was determined, too. Results: The diagnostic accuracy of CT images was higher than that of panoramic radiographs in both groups of observers (p<0.05). The diagnostic accuracy of oral and maxillofacial radiologists for each method was higher than that of non-specialists (p<0.05). Conclusion: The use of CT improves the diagnosis of POMC, and radiological training and experience leads to more accurate evaluation.

Hard- and soft-tissue profiles of the midface region in patients with skeletal Class III malocclusion using cone-beam computed tomography multiplanar-reconstructed image analysis

  • Kim, Bomi;Lee, Hyung-Chul;Kim, Seong-Hun;Kim, Yongil;Son, Woosung;Kim, Seong Sik
    • 대한치과교정학회지
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    • 제48권3호
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    • pp.143-152
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    • 2018
  • Objective: This study examined cone-beam computed tomography (CBCT)-derived multiplanar-reconstructed (MPR) cross-sections to clarify the salient characteristics of patients with skeletal class III malocclusion with midface deficiency (MD). Methods: The horizontal and sagittal plane intersection points were identified for middle-third facial analysis in 40 patients in the MD or normal (N) groups. MPR images acquired parallel to each horizontal plane were used for length and angular measurements. Results: A comparison of the MD and N groups revealed significant differences in the zygoma prominence among female patients. The convex zygomatic area in the N group was larger than that in the MD group, and the inferior part of the midface in the N group was smaller than that in the MD group for both male and female patients. A significant difference was observed in the concave middle maxillary area among male patients. Conclusions: This study was conducted to demonstrate the difference between MD and normal face through MPR images derived from CBCT. Male patients in the MD group had a more flattened face than did those in the N group. Female patients in the MD group showed a concave-shaped lower section of the zygoma, which tended to have more severe MD. These findings indicate that orthognathic surgery to improve skeletal discrepancy requires different approaches in male and female patients.

The influence of different scan resolutions on the detection of proximal caries lesions

  • Ferreira, Liana Matos;Queiroz, Polyane Mazucatto;Santaella, Gustavo Machado;Wenzel, Ann;Groppo, Francisco Carlos;Haiter-Neto, Francisco
    • Imaging Science in Dentistry
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    • 제49권2호
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    • pp.97-102
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    • 2019
  • Purpose: This study was conducted to evaluate the effect of different spatial resolutions of a photostimulable phosphor plate (PSP) radiography system on the detection of proximal caries lesions. Materials and Methods: Forty-five extracted human permanent teeth were radiographed using a PSP system (VistaScan Perio Plus) and scanned at the 4 resolutions (10 lp/mm, 20 lp/mm, 25 lp/mm, and 40 lp/mm) available in the system. Three independent examiners scored the images for the presence and absence of proximal caries lesions using a 5-point scale. The presence or absence of caries was confirmed by histological sections of the examined teeth (defined as the gold standard). Intra- and inter-observer reproducibility was calculated by the weighted kappa test. One-way analysis of variance with the post hoc Tukey test was used to compare the area under the receiver operating characteristic curve for the classifications made with each resolution. Results: For the detection of enamel lesions, the spatial resolution of 10 lp/mm was significantly superior to the other resolutions. However, the spatial resolution did not affect the detection of caries lesions in dentin (P>0.05). Conclusion: Spatial resolution may influence the accuracy of the detection of incipient caries lesions in radiographs with PSP plates. Images with low spatial resolution seem to be more appropriate for this purpose.

Influence of dental implantation on bone mineral density distribution: a pilot study

  • Lee, Damian Jae-whan;Moon, Eun-sang;Stephen, Kenneth;Liu, Jie;Kim, Do-Gyoon
    • The Journal of Advanced Prosthodontics
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    • 제14권3호
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    • pp.143-149
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    • 2022
  • PURPOSE. Masticatory loading triggers active bone remodeling, altering alveolar bone mineral density (BMD). While dental implants are placed to bear masticatory loading, their influence on changing bone properties has not been fully investigated. Objective of this pilot study was to examine whether the dental implantation has an effect on BMD distribution of bone by comparing dentate, edentulous, and edentulous patients with implants. MATERIALS AND METHODS. Cone beam computed tomography (CBCT) images of 19 partially edentulous patients (Dent), 19 edentulous patients (Edent), and 16 edentulous patients who received implants in the mandible (Edent+Im), were obtained. CBCT images were also obtained from 5 patients within Edent+Im group, before implant placement and after implant loading. Basal cortical bone region of the mandible was digitally isolated. A histogram of gray levels proportional to BMD was obtained to assess mean, histogram standard deviation (HSD), fifth percentile of low and high values (Low5 and High5) of the BMD distribution. Multivariate analysis of variance and paired t-test were used to compare the BMD parameters among the 3 dental status groups and between pre- and post-implantation, respectively. RESULTS. Edentulous patients with implants had significantly greater HSD and High5 values compared to edentulous patients (P < .013). All other comparisons were not significant (P > .097). Mean, HSD, and High5 values significantly increased after receiving implants (P < .022). CONCLUSION. The current findings suggested that receiving dental implants promoted oral bone mineralization for edentulous patients. The longitudinal investigation could provide valuable information on understanding the effects of implantation on the behavior of oral bone quality.

디지털 X선 영상을 이용한 치아 와동 컴퓨터 보조 검출 시스템 연구 (A Study of Computer-aided Detection System for Dental Cavity on Digital X-ray Image)

  • 허창회;김민정;조현종
    • 전기학회논문지
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    • 제65권8호
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    • pp.1424-1429
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    • 2016
  • Segmentation is one of the first steps in most diagnosis systems for characterization of dental caries in an early stage. The purpose of automatic dental cavity detection system is helping dentist to make more precise diagnosis. We proposed the semi-automatic method for the segmentation of dental caries on digital x-ray images. Based on a manually and roughly selected ROI (Region of Interest), it calculated the contour for the dental cavity. A snake algorithm which is one of active contour models repetitively refined the initial contour and self-examination and correction on the segmentation result. Seven phantom tooth from incisor to molar were made for the evaluation of the developed algorithm. They contained a different form of cavities and each phantom tooth has two dental cavities. From 14 dental cavities, twelve cavities were accurately detected including small cavities. And two cavities were segmented partly. It demonstrates the practical feasibility of the dental lesion detection using Computer-aided Detection (CADe).