• Title/Summary/Keyword: Maxillofacial region

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Automatic detection of periodontal compromised teeth in digital panoramic radiographs using faster regional convolutional neural networks

  • Thanathornwong, Bhornsawan;Suebnukarn, Siriwan
    • Imaging Science in Dentistry
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    • v.50 no.2
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    • pp.169-174
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    • 2020
  • Purpose: Periodontal disease causes tooth loss and is associated with cardiovascular diseases, diabetes, and rheumatoid arthritis. The present study proposes using a deep learning-based object detection method to identify periodontally compromised teeth on digital panoramic radiographs. A faster regional convolutional neural network (faster R-CNN) which is a state-of-the-art deep detection network, was adapted from the natural image domain using a small annotated clinical data- set. Materials and Methods: In total, 100 digital panoramic radiographs of periodontally compromised patients were retrospectively collected from our hospital's information system and augmented. The periodontally compromised teeth found in each image were annotated by experts in periodontology to obtain the ground truth. The Keras library, which is written in Python, was used to train and test the model on a single NVidia 1080Ti GPU. The faster R-CNN model used a pretrained ResNet architecture. Results: The average precision rate of 0.81 demonstrated that there was a significant region of overlap between the predicted regions and the ground truth. The average recall rate of 0.80 showed that the periodontally compromised teeth regions generated by the detection method excluded healthiest teeth areas. In addition, the model achieved a sensitivity of 0.84, a specificity of 0.88 and an F-measure of 0.81. Conclusion: The faster R-CNN trained on a limited amount of labeled imaging data performed satisfactorily in detecting periodontally compromised teeth. The application of a faster R-CNN to assist in the detection of periodontally compromised teeth may reduce diagnostic effort by saving assessment time and allowing automated screening documentation.

Three-dimensional evaluation of midfacial asymmetry in patients with nonsyndromic unilateral cleft lip and palate by cone-beam computed tomography

  • Choi, Youn-Kyung;Park, Soo-Byung;Kim, Yong-Il;Son, Woo-Sung
    • The korean journal of orthodontics
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    • v.43 no.3
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    • pp.113-119
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    • 2013
  • Objective: To compare three-dimensionally the midfacial hard- and soft-tissue asymmetries between the affected and the unaffected sides and determine the relationship between the hard tissue and the overlying soft tissue in patients with nonsyndromic complete unilateral cleft lip and palate (UCLP) by cone-beam computed tomography (CBCT) analysis. Methods: The maxillofacial regions of 26 adults (18 men, 8 women) with nonsyndromic UCLP were scanned by CBCT and reconstructed by three-dimensional dental imaging. The frontal-view midfacial analysis was based on a $3{\times}3$ grid of vertical and horizontal lines and their intersecting points. Two additional points were used for assessing the dentoalveolar area. Linear and surface measurements from three reference planes (Basion-perpendicular, midsagittal reference, and Frankfurt horizontal planes) to the intersecting points were used to evaluate the anteroposterior, transverse, and vertical asymmetries as well as convexity or concavity. Results: Anteroposteriorly, the soft tissue in the nasolabial and dentoalveolar regions was significantly thicker and positioned more anteriorly on the affected side than on the unaffected side (p < 0.05). The hard tissue in the dentoalveolar region was significantly retruded on the affected side compared with the unaffected side (p < 0.05). The other midfacial regions showed no significant differences. Conclusions: With the exception of the nasolabial and dentoalveolar regions, no distinctive midfacial hard- and soft-tissue asymmetries exist between the affected and the unaffected sides in patients with nonsyndromic UCLP.

Long Term Follow-up of Children with Facial Asymmetry: A Case Report (안면 비대칭을 보이는 아이의 장기 추적 관찰 : 증례보고)

  • Oh, Yoonjeong;Oh, Sohee
    • Journal of the korean academy of Pediatric Dentistry
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    • v.45 no.3
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    • pp.378-385
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    • 2018
  • Mandibular fractures occur with high incidence among various fractures in maxillofacial region in children. Jaw fractures in children should be approached differently than in adults because bone growth continues throughout childhood. As far as displacement of the fragment is not severe, or if it is condyle that is fractured, closed reduction and additional intermaxillary fixation can be considered. Functional exercise is also required to prevent ankylosis of temporomandibular joint. Several complications, particularly malocclusion and facial asymmetry due to growth disturbances, can occur after condylar fractures. If growth disturbances take place after mandibular fractures, catch-up growth may occur in some patients, thus, periodic observation is necessary. In case of persistent growth disturbances, functional devices may be used to prevent severe facial asymmetry. This case report describes the long-term follow-up of two patients with facial asymmetry after mandibular fracture.

Panoramic radiographs underestimate extensions of the anterior loop and mandibular incisive canal

  • de Brito, Ana Caroline Ramos;Nejaim, Yuri;de Freitas, Deborah Queiroz;Santos, Christiano de Oliveira
    • Imaging Science in Dentistry
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    • v.46 no.3
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    • pp.159-165
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    • 2016
  • Purpose: The purpose of this study was to detect the anterior loop of the mental nerve and the mandibular incisive canal in panoramic radiographs (PAN) and cone-beam computed tomography (CBCT) images, as well as to determine the anterior/mesial extension of these structures in panoramic and cross-sectional reconstructions using PAN and CBCT images. Materials and Methods: Images (both PAN and CBCT) from 90 patients were evaluated by 2 independent observers. Detection of the anterior loop and the incisive canal were compared between PAN and CBCT. The anterior/mesial extension of these structures was compared between PAN and both cross-sectional and panoramic CBCT reconstructions. Results: In CBCT, the anterior loop and the incisive canal were observed in 7.7% and 24.4% of the hemimandibles, respectively. In PAN, the anterior loop and the incisive canal were detected in 15% and 5.5% of cases, respectively. PAN presented more difficulties in the visualization of structures. The anterior/mesial extensions ranged from 0.0 mm to 19.0 mm on CBCT. PAN underestimated the measurements by approximately 2.0 mm. Conclusion: CBCT appears to be a more reliable imaging modality than PAN for preoperative workups of the anterior mandible. Individual variations in the anterior/mesial extensions of the anterior loop of the mental nerve and the mandibular incisive canal mean that is not prudent to rely on a general safe zone for implant placement or bone surgery in the interforaminal region.

Reconstruction of Disharmonious Upper Anterior Dentition by Implant Supported Fixed Prosthesis (임플란트 지지 고정성 보철물로 상악 전치부를 수복한 증례)

  • Oh, Sang-Chun;Chee, Young-Deok
    • Journal of Dental Rehabilitation and Applied Science
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    • v.24 no.2
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    • pp.183-192
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    • 2008
  • Modern dental reconstructions do not only aim at restoring the patient's mastication, but rather at improving general well-being and quality of life, especially in terms of esthetics. The media, the internet, advertising, and many other facts of society contribute to an increased cosmetic awareness. A 35-year-old male patient presented with as follows: 1) the porcelain fracture of ceramo-metal restoration on #11 and #23, 2) the inclination of incisal plane to horizontal reference plane, 3) the dental midline deviation to facial midline, and 4) the lack of symmetry on upper anterior dentition. The patient requested an aesthetic improvement using fixed prosthodontics including implant-supported restorations. In the upper anterior region, one of the goals of the conventional as well as implant prosthesis is to achieve restorations with the dental attractiveness and beauty in the respect of dental, dentofacial, and facial compositions. This case report presents geometrically improvement of dental esthetics using conventional and implant prosthesis with soft and hard tissue augmentation.

DESMOPLASTIC FIBROMA OF THE MANDIBLE IN A CHILDREN : A CASE REPORT (어린이의 하악골에 발생한 결합조직형성 섬유종(Desmoplastic fibroma) 1예)

  • Yoon, Jung-Hoon;Lee, Jae-Ho
    • Journal of the korean academy of Pediatric Dentistry
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    • v.28 no.1
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    • pp.171-174
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    • 2001
  • This case describes a case of desmoplastic fibroma of the mandible. A 9-year-old boy was seen with a history of progressive swelling and expansion of the left mandible for one month period. Desmoplastic fibroma was diagnosed on histopathologic examination This report reviews the diagnostic criteria, differential diagnosis and surgical treatment of choice in brief of this uncommon primary bone tumor of the oral and maxillofacial region.

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A Novel Heterozygous Mutation (F252Y) in Exon 7 of the IRF6 Gene is Associated with Oral Squamous Cell Carcinomas

  • Melath, Anil;Santhakumar, Gopi Krishnan;Madhavannair, Shyam Sunder;Nedumgottil, Binoy Mathews;Ramanathan, Arvind
    • Asian Pacific Journal of Cancer Prevention
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    • v.14 no.11
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    • pp.6803-6806
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    • 2013
  • Background: Interferon regulatory factor 6 (IRF6) is a transcription factor with distinct and conserved DNA and protein binding domains. Mutations within the protein binding domain have been significantly observed in subjects with orofacial cleft relative to healthy controls. In addition, recent studies have identified loss of expression of IRF6 due to promoter hypermethylation in cutaneous squamous cell carcinomas. Since mutational events occurring within the conserved domains are likely to affect the function of a protein, we investigated whether regions within the IRF6 gene that encodes for the conserved protein binding domain carried mutations in oral squamous cell carcinoma (OSCC). Materials and Methods: Total chromosomal DNA extracted from 32 post surgical OSCC tissue samples were amplified using intronic primers flanking the exon 7 of IRF6 gene, which encodes for the major region of protein binding domain. The PCR amplicons from all the samples were subsequently resolved in a 1.2% agarose gel, purified and subjected to direct sequencing to screen for mutations. Results: Sequencing analysis resulted in the identification of a mutation within exon 7 of IRF6 that occurred in heterozygous condition in 9% (3/32) of OSCC samples. The wild type codon TTC at position 252 coding for phenylalanine was found to be mutated to TAC that coded for tyrosine (F252Y). Conclusions: The present study identified for the first time a novel mutation within the conserved protein binding domain of IRF6 gene in tissue samples of subjects with OSCC.

Prosthetic rehabilitation of partially edentulous patient after maxillectomy: A case report (상악골 부분절제술 시행한 부분 무치악 환자에서 폐쇄 장치를 이용한 보철 수복 증례)

  • Heo, Kyung-Hoi;Lim, Young-Jun;Kim, Myung-Joo;Kwon, Ho-Beom
    • The Journal of Korean Academy of Prosthodontics
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    • v.54 no.2
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    • pp.167-171
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    • 2016
  • Patients undergone partial maxillectomy experience post-operative masticatory, phonetic, and swallowing difficulties. They also encounter social and psychological challenges due to changes in their facial appearances. Thus, functional and esthetic recovery through maxillofacial prosthesis becomes significant for these patients. The objective of an appropriate obturator is to restore palate and improve phonetic and swallowing ability by separating the oral cavity, nasal cavity, maxillary sinus, and nasopharynx. In this case report, an obturator was fabricated for a patient who had partial resection from the maxillary posterior region to the pharynx due to squamous cell carcinoma. The purpose of this case study is to describe the results because the patient was successfully improved both functionally and esthetically.

Quantitative assessment of periimplant bone density (HU) on CBCT image (CBCT 영상에서 무치악부 임프란트 매식체 주위골 골밀도(HU)의 정량적 평가)

  • Goo, Jong-Gook;Kim, Jin-Soo;Kim, Jae-Duk
    • Imaging Science in Dentistry
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    • v.38 no.1
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    • pp.1-5
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    • 2008
  • Purpose: The primary aims of this retrospective study were to compare subjective bone quality and bone quality based on the Hounsfield scale in different segments of the edentulous jaw, and to establish quantitative and objective assessment of the bone quality. Materials and Methods: Twenty eight randomly selected cone-beam computed tomographic (CBCT) scans were analyzed. For evaluation one hundred and twelve edentulous areas were selected. Implant recipient sites were evaluated visually for Lekholm and Zarb classification. The same sites were subsequently evaluated digitally using the Hounsfield scale with Vimplant$2.0^{TM}$, and the results were correlated with visual classification. Data was subject for statistical analysis in order to determine correlation between recorded HU and the regions of the mouth with the Kruskal-Wallis test. Results: The highest unit/mean density value (311 HU) was found in the anterior mandible, followed by 259 HU for the posterior mandible, 216 HU for the anterior maxilla, and 127 HU for the posterior maxilla. These results demonstrate a strong correlation for HU depending on the region of the mouth (p<0.001). The relationship between HU and type 4 bone was found to be significant (r=0.74). Conclusion: Knowledge of the Hounsfield value as a quantitative measurement of bone density can be helpful as a diagnostic tool by using $CBMercuRa6^{TM}$ with $Vimplant^{TM}$ software.

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The prevention of mortality after botulinum toxin injection in oral maxillofacial region (구강 악안면 영역에서 보툴리눔 독소 주사 후 사망 부작용의 예방)

  • Lee, Won-Kang;Choi, Young-Chan;Choi, Moon-Jong;Kim, Seong-Taek
    • Journal of Dental Rehabilitation and Applied Science
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    • v.30 no.4
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    • pp.299-306
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    • 2014
  • Botulinum toxin (BoNT) has been used for a wide spectrum of therapeutic and cosmetic indications, and the range of indications is continually increased. Though BoNT is a powerful poison, the fact that not only the effect but also the adverse effect of it fader about 6 months after injection makes clinicians to neglect its dangerous property in clinical application. But Many reports about the adverse effects including death of BoNT injection have been reported, the FDA edited in additional warnings about hospitalizations and deaths. In this study, we intended to look through the metabolic process in human body, possible adverse effect, matters to be attended in application, and cases reports about deaths of BoNT by reviewing the previous studies.