An artificial intelligence model for the radiographic diagnosis of osteoarthritis of the temporomandibular joint.

The interpretation of the signs of Temporomandibular joint (TMJ) osteoarthritis on cone-beam computed tomography (CBCT) is highly subjective that hinders the diagnostic process. The objectives of this study were to develop and test the performance of an artificial intelligence (AI) model for the diagnosis of TMJ osteoarthritis from CBCT. A total of 2737 CBCT images from 943 patients were used for the training and validation of the AI model. The model was based on a single convolutional network while object detection was achieved using a single regression model. Two experienced evaluators performed a Diagnostic Criteria for Temporomandibular Disorders (DC/TMD)-based assessment to generate a separate model-testing set of 350 images in which the concluded diagnosis was considered the golden reference. The diagnostic performance of the model was then compared to an experienced oral radiologist. The AI diagnosis showed statistically higher agreement with the golden reference compared to the radiologist. Cohen's kappa showed statistically significant differences in the agreement between the AI and the radiologist with the golden reference for the diagnosis of all signs collectively (P = 0.0079) and for subcortical cysts (P = 0.0214). AI is expected to eliminate the subjectivity associated with the human interpretation and expedite the diagnostic process of TMJ osteoarthritis.

Anthropometric Analysis of Secondary Cleft Lip Rhinoplasty Using Costal Cartilage Graft.

Despite the improvement of primary repair of nasal deformities during the management of cleft lip in infancy, this does not exclude the need for revision rhinoplasty in adulthood for complete patients' rehabilitation. The purpose of this study was to evaluate the aesthetic outcome of secondary rhinoplasty using costal cartilage grafts in patients with unilateral cleft lip nasal deformity. Twenty patients who were operated at earlier ages for correction of cleft lip and had a residual unilateral cleft lip nasal deformity were included in this study. Costal cartilage rib grafts were harvested; carved and used for maxillary augmentation, columellar strut graft, and lateral crural strut graft. Five anthropometric measurements (nostril height, width and gap area, columellar axis deviation angle and nasal base inclination angle) were used for evaluation of aesthetic results. The ratio of nostril width, height and gap area between the cleft side and the non-cleft side showed significant improvement (P <0.05). The columellar axis deviation showed significant improvement towards the midline (P = 0.004), and the alar base inclination showed improvement towards the horizontal line (P = 0.0045). In conclusion, the aesthetic outcomes of secondary cleft lip rhinoplasty using the costal cartilage are satisfactory. The costal cartilage has the required strength, is easily carved and maintains shape for considerable time.

Autologous Bone Marrow Concentrates and Concentrated Growth Factors Accelerate Bone Regeneration After Enucleation of Mandibular Pathologic Lesions.

Stem cell therapy is a revolutionary new way to stimulate mesenchymal tissue regeneration. The platelets concentrate products started with platelet-rich plasma (PRP), followed by platelet-rich fibrin (PRF), whereas concentrated growth factors (CGF) are the latest generation of the platelets concentrate products which were found in 2011. The aim of the present study was to evaluate the potential of combining autologous bone marrow concentrates and CGF for treatment of bone defects resulting from enucleation of mandibular pathologic lesions. Twenty patients (13 males and 7 females) with mandibular benign unilateral lesions were included, and divided into 2 groups. Group I consisted of 10 patients who underwent enucleation of the lesions followed by grafting of the bony defects with autologous bone marrow concentrates and CGF. Group II consisted of 10 patients who underwent enucleation of the lesions without grafting (control). Radiographic examinations were done immediately postoperative, then at 1, 3, 6, and 12 months, to evaluate the reduction in size and changes in bone density at the bony defects. Results indicated a significant increase in bone density with respect to the baseline levels in both groups (P < 0.05). The increase in bone density was significantly higher in group I compared with group II at the 6- and 12-month follow-up examinations (P < 0.05). The percent of reduction in the defects' size was significantly higher in group I compared with group II after 12 months (P = 0.00001). In conclusion, the clinical application of autologous bone marrow concentrates with CGF is a cost effective and safe biotechnology, which accelerates bone regeneration and improves the density of regenerated bone.

Prevalence of temporomandibular disorders discovered incidentally during routine dental examination using the Research Diagnostic Criteria for Temporomandibular Disorders.

OBJECTIVES: The aim of this study was to assess the prevalence of temporomandibular disorders (TMDs) discovered incidentally during routine dental examination, identify disease patterns, and evaluate patients' attitude toward accepting treatment. STUDY DESIGN: A total of 3009 patients were examined at the University Dental Hospital Sharjah (Sharjah, United Arab Emirates). Research Diagnostic Criteria for TMD (RDC/TMD) Axes I and II were used for assessment. Patients with acute/serious dysfunction symptoms underwent cone beam computed tomography examination. Magnetic resonance imaging was used to confirm the diagnosis of disk displacement. RESULTS: Non-self-reported TMD prevalence was 10.8% (n = 325). Among patients with TMDs, women were diagnosed more often (65.85%) (P < .05) and those between ages 25 and 45 years (65.54%) (P < .05). Axis I assessment revealed disk displacement with reduction (group IIa) was the most common (40.92%). Axis II chronic pain grade showed that 32.62% of patients with TMDs experienced chronic pain, whereas 66.77% had mild disability. Interest in pursuing treatment was indicated by 92.31% of patients. Cone beam computed tomography and magnetic resonance imaging assessments changed the primary diagnosis in 26.08% and 18.47% of cases, respectively. CONCLUSIONS: TMD screening during routine dental examination led to the diagnosis of non-self-reported TMDs, most commonly related to disk displacement with reduction. Radiographic assessment was important to confirm TMD diagnosis. Patients diagnosed with TMD during dental screening expressed interest in pursuing treatment.

Chitosan-Based Thermosensitive Hydrogel for Controlled Drug Delivery to the Temporomandibular Joint.

Intra-articular injections of hyaluronic acid (HA) and corticosteroids have been extensively used in treating temporomandibular disorders. However, rapid clearance from the site of injection is a major concern that is commonly managed by frequent dosing, which is not without complications. This study aimed to determine the suitability of thermosensitive chitosan-based hydrogels for intra-articular controlled release of drugs in the rabbit temporomandibular joint (TMJ). A series of hydrogels were prepared using different chitosan (Ch) to ß-glycerophosphate (ß-GP) ratios. The gelation time, swelling ratio, the shape, and surface morphology of the prepared gels were investigated to select the formulation with optimum characteristics. The left TMJ in 13 adult male New Zealand white rabbits was injected with 0.2 mL of Chitosan/ß-glycerophosphate/HA while the right TMJ was injected with 0.2 mL of control solution of HA. Hyaluronic acid concentrations in experimental and control groups were measured using Hyaluronan Quantikine Enzyme-Linked Immunosorbent Assay Kit. In vitro characterization showed that both the Ch:ß-GP ratio and incorporation of HA had a significant effect on gelation time, degree of swelling, and surface morphology of the hydrogels. No morphological changes were observed in the joints in both groups. The mean concentration of HA in the experimental joints after 7 days (1339.79 ±â€Š244.98 µg/g) was significantly higher than that in the control (474.52 ±â€Š79.36 µg/g). In conclusion, the chitosan-based thermosensitive hydrogel can be considered as a promising controlled drug release system to the TMJ in a rabbit model that would potentially overcome many of the current limitations of intra-articular formulations.