RESUMEN
Oral mucositis (OM) is a common and debilitating toxicity of cancer treatments - chemotherapy, radiotherapy, hematopoietic cell transplant, or combinations. OM is associated with severe oral pain and has negative impacts on patient function and quality of life. Additionally, OM has accompanying systemic complications that may have critical implications. These local and systemic consequences can alter cancer treatment, and add an economic burden. This review covers the clinical presentation and course of OM, differential diagnosis, clinical and economic impacts, pathogenesis, risk factors, assessment measures, biomarkers and prediction of OM, management, research advances in the development of new drugs and treatments, and big data.
RESUMEN
OBJECTIVES: To compare long-term results of different treatment modalities in central giant cell granuloma of the maxillofacial-skeleton. Primary resection may result in major defects. Alternative treatments include pharmacological agents. As yet there has been no consensus on the use of the variety of treatment options, and few studies have reported clarifying long-term results. MATERIALS AND METHODS: This retrospective study on 22 patients with 25 lesions evaluated clinical, radiological and histological features, treatment preformed and lesion recurrence. Success was defined as regression/calcification and failure as recurrence, progression or un-responsiveness. RESULTS: Of the presenting patients, 77% were under age 40. Lesion prevalence was higher in the anterior mandible and left posterior maxilla. Most cases exhibited pain, tooth-mobility or mucosal-expansion. The appearance was predominantly unilocular in the maxilla and multilocular in the mandible, which also exhibited higher prevalence of cortical perforation. Up to 80% of lesions were classified as aggressive. Intralesional steroids/calcitonin were used in 7 cases. Mean follow-up was 39.8 months. Two cases showed recurrence. In 71% of the cases treated pharmacologically, calcification/regression were observed. CONCLUSIONS: Our analysis indicates better outcomes using a combined approach, including both pharmacological and surgical treatments in large aggressive lesions. Pharmacological treatment resulted in decreased size or well-defined lesions, thus reducing the need for extensive bone resection. Dual treatment with corticosteroids and calcitonin showed no superior outcomes, but a larger cohort should be assessed. CLINICAL RELEVANCE: There are several protocols for treatment of central-giant-cell-granuloma lesions, but most are not fully established. It is important to report results that contribute to the establishment of proven protocols. This report attempts to establish the relevance of the combined approach: pharmacological treatment followed by surgical resection.
Asunto(s)
Conservadores de la Densidad Ósea , Granuloma de Células Gigantes , Enfermedades Mandibulares , Humanos , Adulto , Calcitonina/uso terapéutico , Granuloma de Células Gigantes/diagnóstico por imagen , Granuloma de Células Gigantes/tratamiento farmacológico , Granuloma de Células Gigantes/cirugía , Estudios Retrospectivos , Enfermedades Mandibulares/cirugía , Conservadores de la Densidad Ósea/uso terapéutico , Mandíbula/patologíaRESUMEN
OBJECTIVES: To develop an automated deep-learning algorithm for detection and 3D segmentation of incidental bone lesions in maxillofacial CBCT scans. METHODS: The dataset included 82 cone beam CT (CBCT) scans, 41 with histologically confirmed benign bone lesions (BL) and 41 control scans (without lesions), obtained using three CBCT devices with diverse imaging protocols. Lesions were marked in all axial slices by experienced maxillofacial radiologists. All cases were divided into sub-datasets: training (20,214 axial images), validation (4530 axial images), and testing (6795 axial images). A Mask-RCNN algorithm segmented the bone lesions in each axial slice. Analysis of sequential slices was used for improving the Mask-RCNN performance and classifying each CBCT scan as containing bone lesions or not. Finally, the algorithm generated 3D segmentations of the lesions and calculated their volumes. RESULTS: The algorithm correctly classified all CBCT cases as containing bone lesions or not, with an accuracy of 100%. The algorithm detected the bone lesion in axial images with high sensitivity (95.9%) and high precision (98.9%) with an average dice coefficient of 83.5%. CONCLUSIONS: The developed algorithm detected and segmented bone lesions in CBCT scans with high accuracy and may serve as a computerized tool for detecting incidental bone lesions in CBCT imaging. CLINICAL RELEVANCE: Our novel deep-learning algorithm detects incidental hypodense bone lesions in cone beam CT scans, using various imaging devices and protocols. This algorithm may reduce patients' morbidity and mortality, particularly since currently, cone beam CT interpretation is not always preformed. KEY POINTS: ⢠A deep learning algorithm was developed for automatic detection and 3D segmentation of various maxillofacial bone lesions in CBCT scans, irrespective of the CBCT device or the scanning protocol. ⢠The developed algorithm can detect incidental jaw lesions with high accuracy, generates a 3D segmentation of the lesion, and calculates the lesion volume.
Asunto(s)
Aprendizaje Profundo , Humanos , Algoritmos , Tomografía Computarizada de Haz Cónico/métodos , Procesamiento de Imagen Asistido por ComputadorRESUMEN
AIM: To assess clinical use and patient outcome of photobiomodulation (PBM) for oral mucositis (OM) prevention and treatment among specialized practitioners. METHODS: A poll was emailed to the members of the Mucositis Study Group of MASCC/ISOO. The PBM parameters used by the respondents were analyzed using exploratory statistical methods to identify combinations of PBM parameters (patterns) that characterize the variance in the protocols (principal component analysis). RESULTS: Responses were received from 101 MSG members, with 78 providing analyzable data. Most of the responders were dental practitioners or oral medicine specialists. PBM was used by 59% of the responders for OM or targeted therapy stomatitis. Technical parameters varied widely. Most responders used wavelengths â¼650 nm intra-orally. The spot-size and distance from the tissue were the main factors driving the variation. All PBM users noted that PBM relieved pain, either immediately or a delayed effect. High likelihood of pain relief (measured as responder's report of pain relief in 67-100% of patients) was reported by 22% and 19% of PBM users for immediate pain relief and delayed pain relief, respectively. The most common reported barriers to using PBM were financial considerations, time constraints, lack of training or experience and concern about the potential for malignant transformation or increased risk of cancer recurrence. CONCLUSIONS: The use of PBM for OM prevention or treatment is in early phases of adoption in practices, facing some obstacles to implement it. A wide variation in technical parameters was found. Nonetheless, responses indicate that PBM provided pain relief.
Asunto(s)
Odontólogos , Estomatitis , Humanos , Rol Profesional , Manejo del Dolor , Estomatitis/etiología , Estomatitis/prevención & control , Dolor/etiología , Dolor/prevención & controlRESUMEN
ABSTRACT: Titanium plats are the gold-standard for fracture fixation. Titanium is considered biocompatible, corrosion resistant with an elasticity-modulus closest to bone. Nonetheless, titanium plates are not always as inherent as hoped. The authors investigated morbidity associated with titanium plates in mandibular fractures. A retrospective study of mandibular fractures treated between 2000 and 2018 using internal-fixation was conducted. Data included age, gender, complications, and location. Predictor-variable was location. Outcome-variable was plate removal. A total of 571 patients were included, 107 resulted in plate removal (18.7%). Body was the most prevalent location of fracture (29.3%). Symphysis/para-sym-physis showed the highest removal rate (24.1%), followed by body and angle (21.3/19.8%). A total of 23.4% of double-plating cases resulted in plate removal, upper-border in 15% and lower-border in 8.8%, all reconstruction-plates. Exposure was the most frequent complication leading to removal. Although titanium plates are the gold standard, almost every fifth patient returns for plate removal. Age-distribution emphasizing 41 to 50 with decrease towards extremities may imply better healing in the young and soft-tissue elasticity and less complaints in the elderly. Significantly more complications in double-plating compared to lower border suggests proximity to the oral-cavity as a risk-factor for removal. Complication rates and patterns are not negligible and perhaps should encourage clinicians to consider using biodegradable-systems for upper-border plates.
Asunto(s)
Fracturas Mandibulares , Anciano , Placas Óseas , Fijación Interna de Fracturas/métodos , Humanos , Mandíbula/cirugía , Fracturas Mandibulares/cirugía , Estudios Retrospectivos , TitanioRESUMEN
BACKGROUND: Our aim was to assess the diagnostic correlation between clinical protocols and magnetic resonance (MRI) findings in temporomandibular disorders (TMDs), including disc displacement with and without reduction (DDwR; DDwoR) and arthralgia. METHODS: A systematic review performed in two phases according to the PRISMA checklist. Specific indexing terms were used for search of studies assessing TMDs through clinical diagnostic protocols with the aid of Research Diagnostic Criteria for TMDs or Diagnostic Criteria for TMDs. Quality assessment performed using QUADAS-2. Heterogeneity was assessed using I2 . Publication bias was assessed using funnel plots. For meta-analysis, we used random effect model or fixed effect. The main outcomes were sensitivity and specificity of clinical protocols. RESULTS: Fourteen studies included in the qualitative analysis and 11 studies in the meta-analysis. None of the studies fulfilled all criteria of QUADAS-2. High heterogeneity and high publication bias were found among the studies. Clinical protocols for assessing DDwR compared with MRI showed pooled sensitivity of 66% and specificity of 72%. For DDwoR, sensitivity was 61% and specificity 98%. For arthralgia, sensitivity was 43% and specificity 68% for the presence of effusion. CONCLUSIONS: This review reveals the need for studies with improved quality. Clinical protocols show poor to moderate validity in diagnosis of DDwR and DDwoR compared with MRI. No correlation was found between a clinical diagnosis of arthralgia and MRI effusion. Clinical diagnostic protocols can be used as screening tools, reserving the use of MRI for a more accurate diagnosis in patients with symptoms or dysfunction.
Asunto(s)
Luxaciones Articulares , Trastornos de la Articulación Temporomandibular , Protocolos Clínicos , Humanos , Imagen por Resonancia Magnética , Espectroscopía de Resonancia Magnética , Trastornos de la Articulación Temporomandibular/diagnóstico por imagenRESUMEN
OBJECTIVES: To analyse and compare associations between metabolic syndrome (MetS) and its components in periodontitis compared to control patients. METHODS: This 7-year cross-sectional study retrospectively analysed medical records of 504 individuals aged 18-90 who attended the student dental clinic between 2008 and 2014. Demographics, smoking habits, blood pressure, waist circumference, as well as presence of: periodontitis, MetS, diabetes, hypertension, hyperlipidaemia, stroke, heart disease, cancer and psychiatric disorders were recorded. RESULTS: The study population composed of 231 (45.8%) males and 273 (54.2%) females, with an average age of 55.79 ± 16.91 years. A patient profile associated with periodontitis was identified and included male sex, older age, smoking, higher smoking pack-years, abdominal obesity, higher systolic and diastolic blood pressures, the presence of MetS or its components, hypertension, hyperlipidaemia, diabetes or diseases associated with its consequences such as ischaemic heart disease and stroke. Following multivariate logistic regression analysis, age and smoking retained a significant association with periodontitis, whereas the systemic disorders did not. CONCLUSIONS: The association between periodontitis and MetS may be explained by shared common profile and risk factors. An appropriate risk factors management approach should be adopted by both dental and general health clinicians and health authorities, to control common high-risk behaviours.
Asunto(s)
Síndrome Metabólico , Periodontitis , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Retrospectivos , Factores de Riesgo , Factores Sexuales , Adulto JovenRESUMEN
INTRODUCTION: The introduction of targeted therapy and immunotherapy has tremendously changed the clinical outcomes and prognosis of cancer patients. Despite innovative pharmacological therapies and improved radiotherapy (RT) techniques, patients continue to suffer from side effects, of which oral mucositis (OM) is still the most impactful, especially for quality of life. AREAS COVERED: We provide an overview of current advances in cancer pharmacotherapy and RT, in relation to their potential to cause OM, and of the less explored and more recent literature reports related to the best management of OM. We have analyzed natural/antioxidant agents, probiotics, mucosal protectants and healing coadjuvants, pharmacotherapies, immunomodulatory and anticancer agents, photobiomodulation and the impact of technology. EXPERT OPINION: The discovery of more precise pathophysiologic mechanisms of CT and RT-induced OM has outlined that OM has a multifactorial origin, including direct effects, oxidative damage, upregulation of immunologic factors, and effects on oral flora. A persistent upregulated immune response, associated with factors related to patients' characteristics, may contribute to more severe and long-lasting OM. The goal is strategies to conjugate individual patient, disease, and therapy-related factors to guide OM prevention or treatment. Despite further high-quality research is warranted, the issue of prevention is paramount in future strategies.
Asunto(s)
Antineoplásicos , Quimioradioterapia , Neoplasias , Calidad de Vida , Estomatitis , Humanos , Estomatitis/prevención & control , Estomatitis/etiología , Estomatitis/tratamiento farmacológico , Quimioradioterapia/efectos adversos , Quimioradioterapia/métodos , Antineoplásicos/efectos adversos , Neoplasias/tratamiento farmacológico , Neoplasias/radioterapia , Terapia Molecular Dirigida/efectos adversos , Animales , Probióticos/uso terapéutico , Probióticos/administración & dosificaciónRESUMEN
Background: Mucositis is a common and highly impactful side effect of conventional and emerging cancer therapy and thus the subject of intense investigation. Although common practice, mucositis assessment is heterogeneously adopted and poorly guided, impacting evidence synthesis and translation. The Multinational Association of Supportive Care in Cancer (MASCC) Mucositis Study Group (MSG) therefore aimed to establish expert recommendations for how existing mucositis assessment tools should be used, in clinical care and trials contexts, to improve the consistency of mucositis assessment. Methods: This study was conducted over two stages (January 2022-July 2023). The first phase involved a survey to MASCC-MSG members (January 2022-May 2022), capturing current practices, challenges and preferences. These then informed the second phase, in which a set of initial recommendations were prepared and refined using the Delphi method (February 2023-May 2023). Consensus was defined as agreement on a parameter by >80% of respondents. Findings: Seventy-two MASCC-MSG members completed the first phase of the study (37 females, 34 males, mainly oral care specialists). High variability was noted in the use of mucositis assessment tools, with a high reliance on clinician assessment compared to patient reported outcome measures (PROMs, 47% vs 3%, 37% used a combination). The World Health Organization (WHO) and Common Terminology Criteria for Adverse Events (CTCAE) scales were most commonly used to assess mucositis across multiple settings. Initial recommendations were reviewed by experienced MSG members and following two rounds of Delphi survey consensus was achieved in 91 of 100 recommendations. For example, in patients receiving chemotherapy, the recommended tool for clinician assessment in clinical practice is WHO for oral mucositis (89.5% consensus), and WHO or CTCAE for gastrointestinal mucositis (85.7% consensus). The recommended PROM in clinical trials is OMD/WQ for oral mucositis (93.3% consensus), and PRO-CTCAE for gastrointestinal mucositis (83.3% consensus). Interpretation: These new recommendations provide much needed guidance on mucositis assessment and may be applied in both clinical practice and research to streamline comparison and synthesis of global data sets, thus accelerating translation of new knowledge into clinical practice. Funding: No funding was received.
RESUMEN
OBJECTIVES: When performing CBCT sialography (sialo-CBCT), space-occupying lesions may be identified incidentally. The objective was to describe their radiologic-clinical-histopathologic correlations. METHOD AND MATERIALS: The archive of sialo-CBCT scans was retrospectively searched for suspected space-occupying lesions. Based on the scan and clinical-histopathologic data, the cases were divided into "pathologic" vs "normal," "intra-parenchymal" vs "extra-parenchymal," and "benign" vs "malignant." Two precalibrated, blinded radiologists performed a survey of the radiographic features of each scan. Cohen kappa, chi-square, Kruskal-Wallis, and Mann-Whitney tests assessed inter-observer agreement and radiologic-clinical-histopathologic correlations. RESULTS: In total, 27 (1.5%) suspected space-occupying lesions were found in 1,758 reports. Full follow-up data were available for 15 cases: four were "malignant," six were "benign," and the remaining five were "normal." Kappa showed substantial inter-observer agreement (0.8 to 1.0). Constant swelling correlated with "pathologic" cases (P = .003). Lesion diameter was greater in "pathologic" than "normal" (P < .001) cases, with a cut-off of 12.6 mm. Clinical and radiographic features were similar in "benign" and "malignant" lesions. "Intra-parenchymal" and "extra-parenchymal" space-occupying lesions correlated with "no-fill-region" (P = .01) and "main-duct-displacement" (P = .002), respectively. CONCLUSIONS: Suspected space-occupying lesions in sialo-CBCT with a diameter greater than 12.6 mm are likely to be "pathologic." No radiographic features were able to differentiate between "malignant" and "benign" space-occupying lesions.
Asunto(s)
Tomografía Computarizada de Haz Cónico , Glándulas Salivales , Sialografía , Humanos , Tomografía Computarizada de Haz Cónico/métodos , Estudios Retrospectivos , Glándulas Salivales/diagnóstico por imagen , Sialografía/métodos , Tomografía Computarizada de Haz Cónico EspiralRESUMEN
This study aimed to develop an algorithm to automatically segment the oral potentially malignant diseases (OPMDs) and oral cancers (OCs) of all oral subsites with various deep convolutional neural network applications. A total of 510 intraoral images of OPMDs and OCs were collected over 3 years (2006-2009). All images were confirmed both with patient records and histopathological reports. Following the labeling of the lesions the dataset was arbitrarily split, using random sampling in Python as the study dataset, validation dataset, and test dataset. Pixels were classified as the OPMDs and OCs with the OPMD/OC label and the rest as the background. U-Net architecture was used and the model with the best validation loss was chosen for the testing among the trained 500 epochs. Dice similarity coefficient (DSC) score was noted. The intra-observer ICC was found to be 0.994 while the inter-observer reliability was 0.989. The calculated DSC and validation accuracy across all clinical images were 0.697 and 0.805, respectively. Our algorithm did not maintain an excellent DSC due to multiple reasons for the detection of both OC and OPMDs in oral cavity sites. A better standardization for both 2D and 3D imaging (such as patient positioning) and a bigger dataset are required to improve the quality of such studies. This is the first study which aimed to segment OPMDs and OCs in all subsites of oral cavity which is crucial not only for the early diagnosis but also for higher survival rates.
Asunto(s)
Neoplasias de la Boca , Redes Neurales de la Computación , Humanos , Reproducibilidad de los Resultados , Algoritmos , Imagenología Tridimensional/métodos , Neoplasias de la Boca/diagnóstico por imagen , Procesamiento de Imagen Asistido por Computador/métodosRESUMEN
Point-of-care-ultrasound (PoCUS) is performed by the clinician at the patient's bedside and is an essential diagnostic tool in many medical subspecialties, in hospital-based care, emergencies, trauma, and in general practice. A simple, novel approach for implementation of PoCUS of the oral cavity and maxillofacial complex is introduced. Relevant indications include differentiating abscess from cellulitis, detecting jaw and facial fractures, assessment of surgical complications, removing foreign bodies, and evaluating soft tissue masses. Intraoral and transcutaneous approaches may be used alone or in combination. This pilot series shows the capability of PoCUS to improve diagnostic accuracy, speed diagnosis, guide procedures, and improve management. Prospective studies are underway to determine the strengths and weaknesses of the method and its impact on patient outcomes.
Asunto(s)
Sistemas de Atención de Punto , Humanos , Estudios Prospectivos , Ultrasonografía/métodosRESUMEN
OBJECTIVES: To investigate the association of psychiatric disorders with (1) caries experience, (2) periodontal status, and (3) metabolic syndrome (MetS) components. METHOD AND MATERIALS: This 7-year cross-sectional study retrospectively analyzed the medical records of 504 individuals aged 18 to 90 years who attended the student dental clinic. Collected data included: demographics, smoking habits, systolic and diastolic blood pressures, pulse, waist circumference, full-mouth plaque score (FMPS), full-mouth bleeding score (FMBS), maximal pocket probing depth (PPD), average and maximal radiographic bone loss (RBL), the sum of the number of decayed (D), missing (M), and filled (F) teeth (DMFT score), and presence of MetS components, consequences and related conditions including diabetes, hypertension, hyperlipidemia, ischemic heart disease, heart failure, s/p stroke, and cancer. RESULTS: 68 (13.5%) had psychiatric disorders with an average age of 53.42 ± 15.71 years. Psychiatric disorders were positively associated with smoking (P = .008), smoking pack-years (P = .004), DMFT score (P = .005), and negatively associated with hypertension (P = .046). Psychiatric disorders had no statistically significant associations with all periodontal indices studied and with other components of MetS. Following multivariate analysis, psychiatric disorders retained a statistically significant positive association with smoking (odds ratio [OR] and 95% confidence interval [CI] = 2.24 [1.28 to 3.92]) and with DMFT (OR and 95% CI = 1.08 [1.02 to 1.14]), and a statistically significant negative association with hypertension (OR and 95% CI = 0.46 [0.25 to 0.84]). CONCLUSIONS: Psychiatric disorders were positively associated with smoking and caries experience but not with periodontal status and metabolic morbidity. Communication between dental and medical professionals is needed to address the higher smoking consumption and caries morbidity in psychiatric patients. (Quintessence Int 2021;52:516-526; doi: 10.3290/j.qi.b1044091).
Asunto(s)
Caries Dental , Trastornos Mentales , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Estudios Transversales , Índice CPO , Caries Dental/epidemiología , Susceptibilidad a Caries Dentarias , Humanos , Trastornos Mentales/epidemiología , Persona de Mediana Edad , Morbilidad , Prevalencia , Estudios Retrospectivos , Adulto JovenRESUMEN
Sialography combined with cone beam computerized tomography (sialo-CBCT) is an imaging technique that demonstrates the ductal system of the major salivary glands and allows evaluation of gland function. This review describes the sialo-CBCT technique, terminology, common pitfalls and limitations, as well as radiographic features and suggested pathogenicity of various salivary gland disorders, based on 1,758 sialo-CBCT examinations conducted over the last decade in one institution, and the current literature. The adoption of standardized terminology is proposed to prevent miscommunication, facilitate formulation of differential diagnoses, and thereby promote patient management: (1) Sialo-CBCT requires specific training, and operator experience is required for adequate glandular filling with minimal extravasation; (2) Limit injection-to-scan time to avoid pre-mature emptying; (3) The sialo-CBCT report should include a description of the morphology of the primary duct as well as the secondary, tertiary, and descending branches, the maximal branching level, the presence of sialectasis, overall glandular size, and parenchymal findings; (4) Functional evaluation is based on assessment of iodine clearance in the post evacuation image; (5) Sialectasis and ductopenia are the main findings in Sjogren syndrome and recurrent juvenile parotitis; (6) Sialodochitis with or without fillings defects or hyperdense calcifications characterize obstructive sialadenitis and sialolithiasis; (7) The findings following radioactive-iodine-induced damage are similar to obstructive sialadenitis, with atrophy in late stages; (8) In chronic graft-versus-host disease (cGVHD), variable presentations of ductopenia, sialectasis, and sialodochitis may be evident; (9) The red flags indicating a space-occupying lesion include areas of no filling, splaying of ducts, and primary duct deviation.
Asunto(s)
Sialadenitis , Tomografía Computarizada de Haz Cónico Espiral , Humanos , Estándares de Referencia , Glándulas Salivales , Sialadenitis/diagnóstico por imagen , SialografíaRESUMEN
OBJECTIVES: The aims of this study were to identify radiographic features that distinguish osseous dysplasia-related osteomyelitis (OD-related OM) from OD without OM and to detect possible causes of OD-related OM. STUDY DESIGN: Seventeen OD cases with and without OM were examined on planar and volumetric (cone beam computed tomography or multidetector computed tomography) imaging. Cases were divided into 3 groups based on clinical data: symptomatic OM, incidental (asymptomatic) OM, and control (OD without OM). Images were reviewed by 3 precalibrated observers, blinded to clinical information, for OD characteristics (location and extent); radiographic features of OD-related OM; and possible causes. Radiographic features of OD-related OM chosen by at least 2 observers were statistically analyzed within and between groups. RESULTS: Discontinuity of the cortical plates, widening of the radiolucent rim, decreased attenuation of the radiolucent rim, and sequestrum formation were significantly more common in symptomatic and incidental OM groups than in the control group (P ≤ .05). Two causes, atrophy of the edentulous ridge and presence of a periapical lesion, were also correlated with OD-related OM (P ≤ .05, P ≤ .01, respectively). CONCLUSIONS: Radiographic features can distinguish OD-related OM from OD. Familiarity with these radiographic features and possible causes may help improve the identification of secondarily infected OD.
Asunto(s)
Osteomielitis , Huesos , Tomografía Computarizada de Haz Cónico , Humanos , Hiperplasia , Osteomielitis/diagnóstico por imagenRESUMEN
Rationale: Neurofibroma (NF) is the most common benign peripheral nerve sheath tumour that most often occurs as a solitary tumour. A clinical and imaging diagnosis may be challenging since no distinctive features are unique for this lesion. Solitary NFs are treated by complete resection that may sometimes require a nerve sacrifice, ending with a neurological deficit. Patient Concerns: A 5-year-old girl with mild asymptomatic slow-growing swelling in the vestibulum of her right mandible. Diagnosis: A solitary variant of extraosseous NF involving the right mental branch of the inferior alveolar nerve. Treatment: Surgical removal of the lesion while fully preserving the mental branch. Outcomes: No sensory deficit was identified during a 3-month follow-up. Take-Away Lessons: Ultrasonography is a valuable tool for evaluating soft-tissue masses of the oral cavity. A solitary extraosseous NF involving the mental branch can be surgically removed without nerve deficit.
RESUMEN
OBJECTIVES: The aim of this study was to develop a computer vision algorithm based on artificial intelligence, designed to automatically detect and classify various dental restorations on panoramic radiographs. STUDY DESIGN: A total of 738 dental restorations in 83 anonymized panoramic images were analyzed. Images were automatically cropped to obtain the region of interest containing maxillary and mandibular alveolar ridges. Subsequently, the restorations were segmented by using a local adaptive threshold. The segmented restorations were classified into 11 categories, and the algorithm was trained to classify them. Numerical features based on the shape and distribution of gray level values extracted by the algorithm were used for classifying the restorations into different categories. Finally, a Cubic Support Vector Machine algorithm with Error-Correcting Output Codes was used with a cross-validation approach for the multiclass classification of the restorations according to these features. RESULTS: The algorithm detected 94.6% of the restorations. Classification eliminated all erroneous marks, and ultimately, 90.5% of the restorations were marked on the image. The overall accuracy of the classification stage in discriminating between the true restoration categories was 93.6%. CONCLUSIONS: This machine-learning algorithm demonstrated excellent performance in detecting and classifying dental restorations on panoramic images.
Asunto(s)
Inteligencia Artificial , Aprendizaje Automático , Algoritmos , Radiografía Panorámica , Máquina de Vectores de SoporteRESUMEN
Necrotizing sialometaplasia is a benign, self-limiting, inflammatory disease of salivary glands, mainly involving the minor salivary glands in the palate. This lesion can mimic a malignant neoplasm, both clinically and histopathologically, manifesting as a submucosal swelling or as an ulcer of the palate. This report presents a case of an otherwise healthy bodybuilder with anabolic androgenic steroids abuse with bilateral necrotizing sialometaplasia in the palate, and discusses computed tomography findings in the pre-ulceration phase. Literature review revealed another two cases of necrotizing sialometaplasia with preoperative imaging, both performed in the ulceration phase. The importance of radiographic findings as an aid in differential diagnosis is further discussed, as well as the role of possible predisposing factors including anabolic androgenic steroids abuse in the pathogenesis of necrotizing sialometaplasia.
Asunto(s)
Sialometaplasia Necrotizante , Congéneres de la Testosterona , Diagnóstico Diferencial , Humanos , Hueso Paladar , Glándulas Salivales Menores , Congéneres de la Testosterona/efectos adversos , Tomografía Computarizada por Rayos XRESUMEN
BACKGROUND AND OVERVIEW: Cone-beam computerized tomographic (CBCT) imaging is increasingly used in the maxillofacial region for various purposes. The volumetric dataset created by means of CBCT increases the possibility of detecting incidental findings. CASE DESCRIPTION: In this case report, the authors describe an otherwise healthy 45-year-old man who was referred from the Sjogren's Syndrome Center in Jerusalem, Israel, for bilateral parotid CBCT sialographic imaging owing to xerostomia lasting for 4 months. CBCT sialographic imaging using iodine contrast material showed normal glandular structure and activity according to the postcannulation panoramic imaging. CBCT sialographic imaging routine volume interpretation revealed a lesion in the mandibular area causing destruction and perforation of the cortical plates, partial disappearance of adjacent lamina dura, and resorption of adjacent teeth, suggesting an aggressive benign tumor. Histopathologic examination confirmed mural cystic ameloblastoma, which was resected with preservation of the mental nerve and the lower mandibular border. The patient received bone graft and implants, with regular follow-ups and no recurrence after 4 years. CONCLUSIONS AND PRACTICAL IMPLICATIONS: This case strengthens the need for thorough examination of the whole CBCT imaging volume within and outside the region of interest to detect incidental findings with clinical importance.