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Internet of Things (IoT) has become one of the emerging communication paradigms in recent years. Distributed denial of service (DDoS) attacks is becoming more common in IoT implying a growing need for security and authentication. Current advancements in IoT indicate fundamental changes in global communication infrastructures. Many facets of urban lives in smart cities are significantly impacted by increased interoperability of smart communication technologies. This paper proposes an IoT network-based threat mitigation strategy based on Recurrent Neural Network (RNN) algorithm. Using pre-processed and feature-extracted data, RNN seeks to categorise attributes associated with attacks. XBoost model selects features after the datasets have been preprocessed using min-max scaling technique. The simulations are executed over KDD datasets and assessed for the metrics of accuracy, precision, recall, and f-measure. The findings of this work demonstrated that in both training and testing datasets, the proposed RNN based schema achieves high degrees of classification accuracy.

Objective: Alveolar osteitis is a painful complication that often arises after tooth extraction, presenting a significant clinical challenge. It is imperative to gain a comprehensive understanding of both its occurrence and the contributing factors to enhance the quality of dental care. The aim of this study was to assess the frequency and prevalence of alveolar osteitis among patients and compare these variables based on demographic characteristics (age and sex), the number of teeth extractions, operator experience, health status, and smoking habits in the target population. Methods: This cross-sectional observational study was conducted from May 2019 to April 2020. It included all patients above 16 years of age, of both genders, who underwent permanent tooth extraction for various reasons. Patient demographics, smoking habits, health status, operating dental surgeon’s clinical experience, extraction technique, and the number of teeth extracted were recorded. Statistical analysis was performed using SPSS version 25. Chi-square test and regression analysis were used to assess differences between age, sex, smoking habit, dentist category, and the number of teeth extractions in relation to alveolar osteitis. Results: A total of 679 permanent tooth extractions were performed in 438 patients. Alveolar osteitis was observed in 107 cases (15.7%) following tooth extractions. Among these, 36 cases (33.6%) occurred in single tooth extraction cases, while 71 cases (66.4%) were present in patients with multiple extractions. Moreover, 67 cases (62.6%) of alveolar osteitis were found in cigarette smokers. In addition, 61 cases (57%) of dry sockets were reported after tooth extractions performed by dental interns, while 46 cases (43.0%) were noted in extractions performed by experienced dental surgeons and specialists. Conclusion: The study found a 15.7% incidence of alveolar osteitis in tooth extraction patients in the Al-Jouf region. Alveolar osteitis was more prevalent in males and the age group of 56–77 years. Multiple tooth extractions were associated with higher alveolar osteitis incidence, while operator inexperience increased post-extraction complication risks. In addition, a promising novel protocol and risk assessment scoring system have been devised which require further validation and future research.

The objective of this study was to evaluate the outcomes of the nasolabial flap in the management of oral submucous fibrosis (OSMF). The descriptive case series included 75 patients diagnosed with OSMF who underwent surgical intervention under general anesthesia. Preoperative mouth opening measurements were compared with postoperative measurements taken after 2 months. Regarding mouth opening, out of the 75 patients, 4 (5.3%) had unsatisfactory results after treatment, while 22 (29.3%) experienced satisfactory outcomes. The majority of patients, 49 (65.3%), achieved normal mouth opening (more than 30 mm) following the Nasolabial flap procedure. This indicates that the Nasolabial flap yielded favorable results in terms of restoring normal mouth opening and benefiting the patients. Based on the findings of this study, the Nasolabial flap was determined to be a viable surgical option for managing oral submucous fibrosis due to its ease of operation, reliable flap vascularity, and low post-operative complication rate. The only drawback identified was the presence of a surgical scar, which can be addressed through secondary correction procedures.

Objective: To assess the role of radiological predictive markers on orthopantomogram for inferior alveolar nerve (IAN) injury related to the removal of mandibular third molar surgery and the occurrence of post-operative IAN paresthesia. Material and Methods: This prospective observational study was conducted on 60 patients (aged 17-35 years) indicated for extraction and showed one or more of the seven previously known panoramic radiographic risk signs of IAN injury. Variables such as age, sex, tooth angulation, and relationship with the inferior alveolar canal (IAC) were assessed to see their outcome on IAN injury. Data analysis is presented through tables and descriptive methods. Results: Among patients, 26 were male and 34 were female, with a mean age of 26.17 years. Out of seven radiological predictive markers, only six were found in this study, whereas one marker, viz. interruption of white line of the canal was not found. After surgical removal of the lower third molar, only two patients with radiographic signs showing the deflection of roots and darkening of roots continued with sensory deficit 5 weeks post-operatively. Conclusion: The risk of inferior alveolar nerve injury during lower third molar surgery is very low, even in patients with radiological predictive markers.

Abstract Precise forecasting of wind speed is an important technology to permit the reliable and efficient operation of sustainable energy system. Here, the authors offer an effective wind speed prediction (EWSP) technique based on advanced forecast error correction model (AFECM). Ramapuram, Chennai is selected to fit the wind‐energy‐based systems and ENNORE thermal power station, Chennai is selected to decrease the carbon footprints. In the proposed technique, the error correction model is made to produce the final forecast. The proposed wind speed prediction based on innovative hierarchical forecast error correction model reveals that with the proposed AFEC+ MSVM technique, the hourly average RMSEs, MADs, MSEs and MAPEs in Delivery 24 are decreased by 2.277%, 1.012%, 0.234%, and 1.245 % as compared to the normal SVM technique, while with AFEC+SVM method, average errors in RMSEs, MADs, MSEs and MAPEs in Delivery‐24 are reduced by 3.385%, 2.056%, 1.956% and 2.546% as compared with the normal SVM technique, whereas the forecasting errors with AFEC+BP method, the middling errors in RMSEs, MADs, MSEs and MAPEs in Delivery‐24 are decreased by 2.867%, 1.654%, 1.834% and 2.298%, compared with simple BP method. The study displays that 1,485,550 kg CO2 emission is decreased from the ENNORE thermal power plant.

Abstract Background Temporomandibular disorders (TMD) are a broad category of conditions arising from the various components of the temporomandibular joint complex. Bio-psychosocial model is the most accepted theory describing the etiopathogenesis of TMD. Dental students are vulnerable to psychological disorders, including anxiety, depression, and stress. Hence, the aim of the current study was to evaluate the prevalence and possible risk factors of TMD among dental students of various academic levels and explore the association of TMDs with demographic, academic, and psychosocial parameters. Methods A total of 246 students of a Saudi Arabia dental school were chosen for the study. After getting consent, all students were examined according to the Diagnostic Criteria for Temporomandibular Disorders, including Axis I and II components. Results The overall cross-sectional prevalence of TMD was found to be 36.99%. Pain arising from the jaw, temple, and the peri-auricular area were the most commonly reported symptoms and elicited signs during examination. Among the pain-related TMD, myalgia was the commonest diagnosed condition, whereas disc displacement with reduction was found prevalent in the intra-articular disorder category. Female (OR = 1.94; P = 0.004), married (OR = 1.74; P = 0.04), and students in clinical academic levels (OR = 1.65; P = 0.03) were found to have significantly increased risk of TMD. Among the psychosocial parameters, anxiety (OR = 1.55; P = 0.04) and parafunctional behaviours (OR = 2.10; P

Background: Breast cancer is one of the most prevalent diseases, and ignoring dental health care before and after treatment can have severe long-term consequences. Additionally, this may have a negative impact on the patient’s general quality of life. Aim: The aim of the present study was to assess oral health-related quality of life (OHRQoL) among breast cancer patients and identify possible factors associated with the outcome. Methodology: In this observational cross-sectional study, 200 women who had received breast cancer therapy and were being followed up at a hospital made up the sample. The study was conducted between January 2021 and July 2022. Information on sociodemographic characteristics, general health, and breast cancer was recorded. The decayed, missing, and filled teeth index was used in clinical examinations to identify caries experience. OHRQoL was evaluated using the Oral Health Impact Profile (OHIP-14) questionnaire. After adjusting for confounding variables, a logistic regression analysis was used to determine the related factors. Results: The mean OHIP-14 score was 11.48 (SD 1.35). There was a 63.0% prevalence of negative impacts. Age and the time frame from cancer diagnosis were found to be significantly linked with the outcome by binary logistic regression analysis. Conclusions: Breast cancer survivors who were ≤55 years old and the time elapsed since diagnosis was less than 36 months had a poor OHRQoL. To lessen the negative impacts of cancer treatment and enhance quality of life, patients with breast cancer need special oral care and should be monitored before, during, and after cancer treatment.

IntroductionMaxillofacial trauma can be limited to superficial lacerations, abrasions, and facial bone fractures. The objective of this study was to determine the etiology, pattern, and predictors of soft tissue and bony injuries.Materials and methodsThis study was conducted in the department of maxillofacial surgery Lady Reading hospital Pakistan from Jan 2019 to June 2021. The nonprobability consecutive sampling technique was used for the selection of patients. All patients were assessed clinically and radiologically. The neurosensory examination was done for any altered sensation, anesthesia, or paresthesia. Motor nerve function was also assessed clinically. Data were analyzed using SPSS version 26. The etiology and pattern of maxillofacial trauma were stratified among age and genders using the chi-square test to see effect modifiers. Tests for regression analysis were also applied. P≤0.05 was considered significant.ResultsA total of 253 patients meeting inclusion criteria were included in this study. The majority of these patients were males, 223 (88.1%), while only 30 (11.9%) were females. The mean age for the group was 25.4 ± 12.6 years. RTAs were the most common causes of trauma (63.6%) followed by assault (15.0%), falls (11.5%), FAIs (5.9%), and sports (0.4%). The most vulnerable skeletal part was the mandible (22.9%) followed by Zygoma (7.1%), significantly predicted by RTAs. Soft tissue laceration analysis showed a high frequency of multiple lacerations (38%) significantly predicted by FAIs. The frequency of trigeminal nerve injury was 5.5% (14 patients) and that of the facial nerve was 1.6% (4 patients). The strongest association of nerve injury was with firearm injury (47%), followed by road traffic accidents and sports injuries.ConclusionRoad traffic accident was the most common etiological factor and mandible fracture was commonly predicted by RTA. Trigeminal nerve injuries were common, frequency of nerve injuries was highly associated with mandible fracture and was predicted by FAI.

The objective of this study was to analyze the outcomes of the free vascularized fibular flap in the reconstruction of mandibular defects, and to assess the oral health impact profile of these patients before surgery and after oral rehabilitation. Patients requiring reconstruction of defects greater than 6 cm were selected for this study. The defect size and type, the size of the required skin paddle, the need for second flaps, the intraoperative complications, and the type of closure were documented. Patients were evaluated postoperatively for function, aesthetics, and donor- or reconstruction-site complications. The validated oral health impact profile (OHIP-14) questionnaires were filled before and after surgery and after dental rehabilitation. This study included 11 cases of squamous-cell carcinomas, 2 cases of malignant nerve sheath tumors, and 1 case each of malignant melanoma, ameloblastoma, giant-cell tumor, osteosarcoma, and chondrosarcoma. The analysis revealed a significant association (p = 0.030) of gender with free vascular flap complications, while no significant association (p > 0.05) was found when donor- and recipient- site complications, as well as the type of resection (Brown’s classification), were compared with free vascular flaps. Moreover, the total OHIP-14 scores for patients before surgery, after surgery, and after dental rehabilitation were 12.03 ± 1.34, 10.66 ± 1.41, and 08.33 ± 0.62, respectively. The oral health-related quality of life was markedly improved after the reconstruction of the mandibular defects with free vascularized fibular flap and dental rehabilitation. The overall success rate of fibular flap in our study was 72.2%, which is lower than that reported in the literature. This may be attributed to the fact that almost all of our cases included large segmental defects that extended across the midline of the mandible.

This observational study was conducted to evaluate the clinical signs and symptoms of maxillary sinus tumors and to propose a clinical examination sieve and a unique risk alarm score to be used for timely patient referral and vigilance. The study consisted of 70 patients between 20 to 82 years of age from both sexes. The clinical information gained was collected from the upper dentoalveolar segment, orbit, and nasal sites. Regarding the early clinical sign and symptoms of patients, nasal obstruction was found in 67 patients (95.7%), facial swelling in 69 patients (98.6%), paresthesia in 41 patients (58.6%), and epistaxis in 50 patients (71.4%). Furthermore, in terms of the late signs and symptoms, a palpable mass in buccal sulcus was observed in 65 (92.9%) of the patients, lymphadenopathy in 24 (34.3%), paresthesia in 38 (54.3%), and diplopia in 22 (31.4%). Furthermore, general sign and symptoms like exophthalmos was present in 35 patients (50%), anosmia was observed in 37 patients (52.9%), and oroantral fistula was noted in 37 patients (55.9%). Additionally, 67 (95.7%) of the patients complained of nasal obstruction. Similarly, facial asymmetry was observed in 69 (98.6%) of the patients and double vision was observed in 24 (34.4%). Tumors of the maxillary sinus have a very insidious course of spread and uncertain clinical signs and symptoms. What makes diagnosis worse is the fact that the symptoms of these tumors are so well hidden in the sponge-like nature of the midfacial region that they are easily misinterpreted by patients. Therefore, diagnoses must be made early, dentists must be vigilant, and patients must be fully investigated at the slightest suspicion of a tumor, albeit benign.

Background: Oral squamous cell carcinoma (OSCC) may arise from premalignant oral lesions (PMOL) in most cases. Minichromosome maintenance 3 (MCM3) is a proliferative marker that has been investigated as a potential diagnostic biomarker in the diagnosis of oral cancer. Objectives: To evaluate the association of MCM3 expression, its clinicopathologic parameters and to identify snuff (also called naswar) as a potential risk factor for changes in MCM3 expression in PMOL and OSCC. Methodology: Immunohistochemistry (IHC) of MCM3 was performed on 32 PMOL, 32 OSCC and 16 normal controls after optimization of IHC methodology. Histoscore (0–300) was used as a scoring system and seven different cut-offs were identified for analyses. Data were analyzed using various statistical tests. Results: Among the seven cutoffs, 40% strong positive cells were found to be a better cut-off as they were associated with many pathological variables (Broder’s grade, Aneroth’s grade, and mitotic activity). The differential MCM3 expression in oral lesions (PMOL and OSCC) was statistically significant (p = 0.03). Moreover, MCM3 expression is raised with increased duration and frequency of snuff use. Conclusion: High MCM3 expression is associated with disease progression and is a potential indicator of malignant transformations from PMOL to OSCC. Moreover, the use of snuff is associated with MCM3 over-expression.

Trigeminal neuralgia is often misdiagnosed at initial presentation due to close connotation with dental pain and is often over diagnosed for the very same reasons leading to numerous unnecessary surgical procedures such as peripheral neurectomy and alcohol injections, while the actual cause may remain elusive for decades. Evaluation of the neurosensory system may disclose the correct anatomical location of the etiology. The neurological examination may be clouded by the sensory deficits subsequent to previous peripheral surgical procedures. The corneal and blink reflexes are integral measures of the trigeminal and facial neurosensory assessment, and their abnormal function may facilitate the identification of intrinsic disease of the brain stem. These reflexes can be employed to discover pathological lesions including intracranial space-occupying trigeminal, lateral medullary, cerebral hemispheric lesions, and degenerative diseases of the central nervous system. Dental surgeons and oral and maxillofacial surgeons should consider corneal reflex in neurological assessment of patient presenting with trigeminal neuralgia-like symptoms. Failure to evaluate corneal sensitivity may lead to delayed or inaccurate diagnosis and unsuitable or redundant treatment interventions. This simple noninvasive reflex can be performed by chair-side and may provide significant information regarding the origin of facial pain and is an invaluable part of clinical methods especially in remote and peripheral healthcare center practitioners where sophisticated radiographic investigations such as computed tomography and magnetic resonance imaging may not be available.

Angle of mandible has been long plagued throughout the history for being one of the most common places of facial bone fracture and also related complications if not treated properly. Hereby, two cases of fracture of angle of mandible those were surgically treated with an aim to modify existing extra-oral approaches specifically for treating the mandibular angle fractures for the purpose of open reduction and internal fixation so as to have a good access combined with an aesthetic and inconspicuous scar postoperatively are described. Also, an attempt is made to add one more type of incision to many existing ones so that future surgeons can choose over which best suits their procedure and as an addition to the ever-increasing literature. There is no doubt that meticulous surgical procedure and experience is needed to identify the structures, to stay in the plane of desire and work in comparatively bloodless field. Hence this approach can be bit challenging for newer surgeons. Nonetheless, the result after the closure of the field is quite rewarding.

Objective: To compare the post surgical effects of two different concentrations’ i.e. 4mg (milligram) and 8mg of sub mucosal dexamethasone to decrease trismus by comparing the mean decrease in interincisal distance in patients undergoing impacted mandibular third molar surgery. Study Design: Randomized controlled clinical trial. Place and Duration of Study: Outpatient department of oral and maxillofacial surgery unit, Mayo Hospital, Lahore. The study was completed in 6 months, from Jan 2012 to Jul 2012. Material and Methods: This randomized controlled clinical trial was conducted on 150 patients. Patients were divided into two groups A and B. Mean interincisal distance of all patients was recorded pre operatively and post operatively. All patients were advised to use a mouthwash clorhexidine 0.2% before surgery. Group A received 4 mg dexamethasone and group B received 8 mg dexamethasone in the buccal vestibular tissues. Standard surgical procedure was performed by the same operator under same conditions. Postoperative mean interincisal distance of all patients was recorded on day 2 (after 48 hours of surgery). Results: Average age of patients was 32.62 ± 7.86 years with minimum and maximum ages of 20 and 50 years respectively. Gender distribution was almost equal. Average “maximum interincisal” mouth opening distance was significantly higher in group B as compared to group A i.e. (36 ± 3.928 mm (millimeter) versus 26.04 ± 3.097 mm) with p-value=0.000. Conclusion: Eight mg dose of dexamethasone was statistically more significant in reducing the trismus as compare to 4mg (p-value=0.000).

Dry socket is a common postoperative complication secondary to any tooth extraction but is more commonly associated with mandibular third molars. Dry socket has been treated with various treatment modalities with different success rates. This study aimed to evaluate the effect of using honey and zinc oxide eugenol as an intra-socket medicament for the treatment of dry sockets. Ninety patients were divided into three groups as follows: Group 1 “honey”: 30 patients; Group 2 “zinc oxide eugenol”: 30 patients; and Group 3 “control”: 30 patients. Pre-medication and post-medication pain scores at different time intervals were measured on a verbal rating scale. The mean ages of the patients in each of the groups were as follows: Group 1: 44.26 ± 14.14; Group 2: 45.30 ± 18.08; and Group 3: 51.93 ± 9.75. As regards verbal rating scale pain scores, a significant difference was noted in patients that belonged to Groups 1 and 2, with an immediate reduction in post-medication pain scores. However, patients belonging to Group 3 reported pain and discomfort for over a week. The use of honey and zinc oxide eugenol resulted in significant immediate post-medication pain scores in patients as compared to the control group. Therefore, both honey and zinc oxide eugenol can be used as treatment options for dry socket patients.

The pandemic of Coronavirus disease (COVID-19) has emerged as a global catastrophe that is plaguing mankind. In the past eight months since the world discovered about COVID-19, we learned a lot about server acute respiratory syndrome coronavirus 2 (SARS CoV-2) and perhaps there is much more to discover and understand about the virus. With the current understanding of the disease, we assume it will remain in an active state of transmission and progression among the community for a long time. Thus, it is advisable to adopt the disease’s prevention protocol in our daily and work routine. During this pandemic patient requiring dental treatment cannot be neglected and the role of dental imaging is crucial in delivering treatment. Hence, this article attempts to provide an evidence-based compilation about the mode of transmission and clinical features of COVID-19. It also throws light on the potential source of disease transmission in the dental radiology setting. In addition, it suggests preventive measures to curb the infection and infrastructural model of the clinical setting that will assist in achieving control over the disease transmission. This article intends to project a strategy about protocols, infrastructure, and daily activities in a dental radiology office that institutions can adopt with modifications according to their local scenario.

Skin cancer is considered as one of the most prevalent and deadly types of cancer which still remains a complex task for dermatologist during classification. The complexity arouses due to the smaller regions and boundaries of the cancer affected partitions. The existing techniques give rise to poor classification accuracy due to the poor performance of the classifier in recognizing complex patterns. So, an effective classification method is proposed with the combinational classifier of ResNet 50V2 and Xception Net namely, ResXceptNet. The ResXceptNet capacity is enhanced by obtaining complex and subtle patterns which additionally help overcome the overfitting risk, as well as designing the robust and generalizable classification. Next, the GradCAM guided attention, guided backpropagation and Layer-wise Relevance Propagation (LRP) are incorporated in ResXceptNet to enhance the ability of the model to classify complex skin lesion patterns. The pre-processing and data augmentation are performed over HAM10000, ISIC-2019 and ISIC-2020 datasets for enhancing and generating the diverse variation in data. Here, the VGG-19 is utilized in extracting appropriate features to perform multi class classification using ResXceptNet. The performance of ResXceptNet is analysed using accuracy, precision, recall and F-measure. The existing approaches such as Convolutional Neural Network-Discrete Wavelet Transformation (CNN-DWT), CNN- Local Binary Pattern (CNN-LBP) and Skin-Net are considered for evaluation of ResXceptNet. The accuracy of ResXceptNet is 99.17%, 98.54% and 99.45% respectively for HAM10000, ISIC-2019 and ISIC-2020 datasets, proving superior to CNN-DWT and CNN-LBP. [ABSTRACT FROM AUTHOR]