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1.
BMC Oral Health ; 24(1): 490, 2024 Apr 24.
Artigo em Inglês | MEDLINE | ID: mdl-38658959

RESUMO

BACKGROUND: Deep learning model trained on a large image dataset, can be used to detect and discriminate targets with similar but not identical appearances. The aim of this study is to evaluate the post-training performance of the CNN-based YOLOv5x algorithm in the detection of white spot lesions in post-orthodontic oral photographs using the limited data available and to make a preliminary study for fully automated models that can be clinically integrated in the future. METHODS: A total of 435 images in JPG format were uploaded into the CranioCatch labeling software and labeled white spot lesions. The labeled images were resized to 640 × 320 while maintaining their aspect ratio before model training. The labeled images were randomly divided into three groups (Training:349 images (1589 labels), Validation:43 images (181 labels), Test:43 images (215 labels)). YOLOv5x algorithm was used to perform deep learning. The segmentation performance of the tested model was visualized and analyzed using ROC analysis and a confusion matrix. True Positive (TP), False Positive (FP), and False Negative (FN) values were determined. RESULTS: Among the test group images, there were 133 TPs, 36 FPs, and 82 FNs. The model's performance metrics include precision, recall, and F1 score values of detecting white spot lesions were 0.786, 0.618, and 0.692. The AUC value obtained from the ROC analysis was 0.712. The mAP value obtained from the Precision-Recall curve graph was 0.425. CONCLUSIONS: The model's accuracy and sensitivity in detecting white spot lesions remained lower than expected for practical application, but is a promising and acceptable detection rate compared to previous study. The current study provides a preliminary insight to further improved by increasing the dataset for training, and applying modifications to the deep learning algorithm. CLINICAL REVELANCE: Deep learning systems can help clinicians to distinguish white spot lesions that may be missed during visual inspection.


Assuntos
Algoritmos , Aprendizado Profundo , Fotografia Dentária , Humanos , Processamento de Imagem Assistida por Computador/métodos , Fotografia Dentária/métodos , Projetos Piloto
2.
Ann Plast Surg ; 92(1): 60-67, 2024 Jan 01.
Artigo em Inglês | MEDLINE | ID: mdl-38117046

RESUMO

BACKGROUND: Several assessment systems of the cleft-related facial deformity have been reported in the medical literature. Assessments have been made from direct clinical evaluations, photographs, on-screen digital images, and 3-dimensional imaging. An evaluation method based on standardized photographic views is developed to evaluate the most common postoperative deformities and to detect the responsible factors for occurrence of these deformities and how to avoid them. MATERIALS AND METHODS: One hundred forty-five cleft lip cases (105 unilateral and 40 bilateral) were evaluated by using standard sheet and scoring system designed by Operation Smile Inc (Virginia Beach). The scoring system is based on photographic analysis of items including Cupid's bow, nasal symmetry, vermilion contour, white roll continuity, and scar quality. RESULTS: In the unilateral cleft cases, we found 0.4% excellent, 48.57% good, 38% fair, and 2.85% poor cases. For bilateral clef lip cases, we found 27.5% excellent, 47.5% good, 17.5% fair, and 7.5% poor outcomes. The most common postoperative deformities were nasal asymmetry, scar hypertrophy, deformed Cupid's bow, and vermilion contour asymmetry. CONCLUSIONS: This objective evaluation system can determine the common cleft lip nasal deformities with detection of the responsible factors. Principles that guide optimum surgical repair have been advocated to avoid the common postoperative deformities. Scar formation is an independent factor that must be managed early and separately to maintain surgical outcomes.


Assuntos
Fenda Labial , Procedimentos de Cirurgia Plástica , Humanos , Fenda Labial/diagnóstico por imagem , Fenda Labial/cirurgia , Fenda Labial/patologia , Cicatriz/cirurgia , Lábio/cirurgia , Retalhos Cirúrgicos/cirurgia
3.
Cureus ; 15(10): e47245, 2023 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38021698

RESUMO

Persistent left superior vena cava (PLSVC) is a rare congenital vascular anomaly that is often detected incidentally during cardiovascular imaging or interventions. Coexisting PLSVC with mitral regurgitation (MR), aortic stenosis (AS), aortic regurgitation (AR), and complete heart block (CHB) are exceptionally rare and have not been reported in the literature to our knowledge. We present the case of a 50-year-old male with PLSVC coexisting with severe MR, mild AS/AR, and CHB who successfully underwent permanent pacemaker (PPM) implantation and mitral valve replacement. Comprehensive diagnostic evaluation and tailored management strategies are crucial for achieving significant improvement in the patient's symptoms. The presence of PLSVC adds complexity to diagnosis and management, necessitating multidisciplinary collaboration for optimal patient care.

4.
Cureus ; 15(8): e43041, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37680430

RESUMO

Cholesterol granuloma is a histopathological finding characterized by a mass of connective tissue and granulation tissue. It is primarily observed in the middle ear, mastoid process, or paranasal sinuses, with rare occurrences in the dental odontogenic region. A dentigerous cyst encloses the crown of an unerupted tooth by expanding its follicle and attaches to the neck of the tooth. Here, we report a 63-year-old female who presented to the dental clinic complaining of an ill-fitted denture. A panoramic radiograph showed a well-defined radiolucent lesion in the upper left maxillary sinus with an impacted third molar. Computed tomography revealed loss of the anterior and lateral sinus walls. The cyst was enucleated surgically. The final diagnosis was confirmed by histopathological examination, which revealed focal areas of cholesterol clefts in the cystic wall of the dentigerous cyst.

5.
J Craniomaxillofac Surg ; 51(9): 580-585, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37598067

RESUMO

It is the aim of the study to provide a detailed intraoperative assessment of the masseteric nerve and the facial branch of the smiling muscles complex through the same superficial musculoaponeurotic system (SMAS) incision. This observational retrospective study aimed to define the straightest and safest surgical route to identify the facial nerve for the smiling muscles complex and the masseteric nerve, using distance from the tragus and zygomatic arch as anatomical landmarks. 30 patients were included in the study. The mean distance from the tragus to the masseteric nerve was 40.03 mm, the mean distance from the zygomatic arch was 12.24 mm, and the mean depth from the SMAS was 10.84 mm. Data were consistent, with little variation. The distance from the zygoma was found to be higher in male patients. There was a positive correlation between the depth to the nerve and the distance from the zygoma, but no correlation between body mass index and the other parameters studied. Within the limitations of the study it seems that the proposed standardized direct approach to the masseteric nerve is a reproducible technique that may be used to increase the safety of the procedure, reduce the operating time, and decrease the amount of dissection and related postoperative scarring, thereby fostering positive results.

6.
J Pak Med Assoc ; 73(Suppl 4)(4): S109-S113, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37482841

RESUMO

Objectives: To evaluate the involvement of the level of Gremlin-1 in serum and follicular fluid in the diagnosis of polycystic ovary syndrome. Method: The case-controlstudy was conducted at the Kafrelsheikh University Hospital, Egypt, from September 2021 to February 2022, and comprised women with polycystic ovary syndrome and healthy controls. All participants were subjected to a detailed clinical assessment, complete clinical examination and hormonal profile assessment. Gremlin1 concentrationsin plasma and follicular fluid samples were assessed by a double-antibody sandwich enzyme-linked immunosorbent assay kit. Data was analysed using SPSS 20. RESULTS: Of the 90 subjects, 45(50%) were patients with a mean age of 29.53±4.82 years, and 45(50%) were controls with a mean age of 30.89±6.08 (p>0.05). Mean weight, body massindex, waist circumference and waist-hip ratio were significantly higher in patients compared to controls (p<0.05). Serum and follicular fluid Gremlin-1 levels were significantly higher in the patient group (p<0.05). The best cutoff of serum Gremlin-1 in the diagnosis of polycystic ovary syndrome was ≥1.325ng/ml with area under curve 0.857,sensitivity 93.3%,specificity 68.9%, positive predictive value 75%, negative predictive value 91.2% and overall accuracy 81.1%. The best cutoff of follicular fluid Gremlin-1 in the diagnosis of polycystic ovary syndrome was ≥1.725ng/ml with area under curve 0.789,sensitivity 73.3%,specificity 68.9%, positive predictive value 70.2%, negative predictive value 72.1% and overall accuracy 71.1%. CONCLUSIONS: There was a strong correlation between serum and follicular Gremlin-1 levelsin polycystic ovary syndrome patients.


Assuntos
Síndrome do Ovário Policístico , Feminino , Humanos , Adulto Jovem , Adulto , Síndrome do Ovário Policístico/diagnóstico , Estudos de Casos e Controles , Líquido Folicular , Valor Preditivo dos Testes , Relação Cintura-Quadril
7.
J Pak Med Assoc ; 73(Suppl 4)(4): S114-S117, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37482842

RESUMO

Objectives: To examine the relationship between endometrial integrin beta 5 level and risk of recurrent pregnancy loss. Method: The descriptive, prospective, observational, case-controlstudy was conducted at the Kafrelsheikh University Hospital, Egypt, from January to May 2022, and comprised women aged up to 35 years with at least 1 live birth delivery beyond 20-week gestation with normal thyroid and prolactin levels. Age-matched normal fertile women were enrolled as controls. All the participants were subjected to detailed history and complete clinical examination. Endometrial integrin beta 5 was assessed using an antibody sandwich enzyme-linked immunosorbent assay. Data was analysed using SPSS 20. RESULTS: Of the 50 subjects, 25(50%) were cases with a mean age of 26.72±2.64 years, and 25(50%) were controls with a mean age of 25.36±2.16 years. The integrin beta 5 level was significantly lower among the cases than the controls (p<0.05). The best cut-off level of serum integrin beta 5 was ≤2.5765 with area under curve 0.886, sensitivity 88%, specificity 76%, positive predictive value 78.6%, negative predictive value 86.4%, and accuracy 82%. CONCLUSIONS: Therewas an inverse correlationbetween endometrial integrinbeta 5 andthe risk ofrecurrentpregnancy loss.


Assuntos
Aborto Habitual , Infertilidade Feminina , Adulto , Feminino , Humanos , Gravidez , Adulto Jovem , Endométrio , Integrinas , Estudos Prospectivos
8.
Cureus ; 15(4): e38358, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37266058

RESUMO

Emphysematous epididymo-orchitis is a rare and potentially fatal infection marked by the presence of gas in the epididymis and testicular tissue. Here, we describe the case of a 49-year-old male with a known past medical history of diabetes and hypertension who presented with right inguinoscrotal swelling and severe tenderness. An urgent scrotal ultrasound was obtained and revealed a fluid-filled avascular mass. Moreover, the non-contrast CT scan showed a mixture of air and fluid density in the right epididymis, perineum, and spermatic cord course. The medical team confirmed the diagnosis of emphysematous epididymo-orchitis. The patient refused the management plan at first, but later came back and accepted the procedure. A right orchidectomy with spermatic cord removal was performed without complications.

9.
Sci Prog ; 106(2): 368504231178382, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37262004

RESUMO

OBJECTIVES: This study aimed to determine mastoid emissary canal's (MEC) and mastoid foramen (MF) prevalence and morphometric characteristics on cone-beam computed tomography (CBCT) images to underline its clinical significance and discuss its surgical consequences. METHODS: In the retrospective analysis, two oral and maxillofacial radiologists analyzed the CBCT images of 135 patients (270 sides). The biggest MF and MEC were measured in the images evaluated in MultiPlanar Reconstruction (MPR) views. The MF and MEC mean diameters were calculated. The mastoid foramina number was recorded. The prevalence of MF was studied according to gender and side of the patient. RESULTS: The overall prevalence of MEC and MF was 119 (88.1%). The prevalence of MEC and MF is 55.5% in females and 44.5% in males. MEC and MF were identified as bilateral in 80 patients (67.20%) and unilateral in 39 patients (32.80%). The mean diameter of MF was 2.4 ± 0.9 mm. The mean height of MF was 2.3 ± 0.9. The mean diameter of the MEC was 2.1 ± 0.8, and the mean height of the MEC was 2.1 ± 0.8. There is a statistical difference between the genders (p = 0.043) in foramen diameter. Males had a significantly larger mean diameter of MF in comparison to females. CONCLUSION: MEC and MF must be evaluated thoroughly if the surgery is contemplated. Radiologists and surgeons should be aware of mastoid emissary canal morphology, variations, clinical relevance, and surgical consequences while operating in the suboccipital and mastoid areas to avoid unexpected and catastrophic complications. CBCT may be a reliable imaging diagnostic technique.


Assuntos
Tomografia Computadorizada de Feixe Cônico , Processo Mastoide , Humanos , Masculino , Feminino , Processo Mastoide/diagnóstico por imagem , Processo Mastoide/anatomia & histologia , Estudos Retrospectivos , Tomografia Computadorizada de Feixe Cônico/métodos , Prevalência , Relevância Clínica
10.
J Craniomaxillofac Surg ; 51(4): 246-251, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-37142529

RESUMO

Facial paralysis decreases eye protection mechanisms leading to ocular problems up to corneal ulceration, and blindness. This study aimed to evaluate the outcomes of periocular procedures for recent facial paralysis. Medical records of patients with unilateral recent complete facial palsy who did periocular procedures at the Maxillofacial Surgery Department of San Paolo Hospital (Milan, Italy) between April 2018 and November 2021 were retrospectively reviewed. 26 patients were included. All patients were evaluated 4 months after surgery. The first group included 9 patients who underwent upper eye lid lipofilling and midface suspension with fascia lata graft; they had no ocular dryness symptoms and no need for eye protection measures in 33.3% of cases, significant reduction of ocular symptoms and need for eye protection measures in 66.6% of patient, 0-2 mm lagophthalmos in 66.6% and 3-4 mm lagophthalmos in 33.3%. The second group of 17 patients who underwent upper eyelid lipofilling, midface suspension with fascia lata graft and lateral tarsorrhaphy, had no ocular dryness symptoms and no need for eye protection measures in 17.6% of patient, significant reduction of ocular symptoms and need for eye protection measures in 76.4% of patient, 0-2 mm lagophthalmos in 70.5%, 3-4 mm lagophthalmos in 23.5% and one patient 5,8%had 8 mm lagophthalmos and persistent symptoms. No ocular complication, cosmetic complain or donner site morbidity were reported. Upper eyelid lipofilling, midface suspension with fascia lata graft and lateral tarsorrhaphy decrease ocular dryness symptoms and need for eye protection measures and improve lagophthalmos: the association of the reinnervation with these complementary techniques is therefore highly recommended in order to immediately protect the eye.


Assuntos
Implantes Dentários , Doenças Palpebrais , Paralisia Facial , Lagoftalmia , Humanos , Paralisia Facial/complicações , Paralisia Facial/cirurgia , Doenças Palpebrais/cirurgia , Doenças Palpebrais/complicações , Estudos Retrospectivos , Pálpebras/cirurgia
11.
Cureus ; 15(3): e35647, 2023 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37009371

RESUMO

BACKGROUND: This study aims to examine the accuracy of cone-beam computed tomography (CBCT) machines in detecting root fracture when using different metal artifact reduction (MAR) settings at different kilovoltage peak (kVp) levels. METHODOLOGY: Sixty-six tooth roots were treated endodontically using a standardized technique. Of these, 33 roots were randomly selected to be fractured; the other 33 roots were intact and used as controls. The roots were placed randomly in prepared beef ribs to mimic the alveolar bone. Imaging was performed by Planmeca ProMax® 3D (Planmeca, Helsinki, Finland) using different MAR settings (no, low, mid, and high) at three different levels of kVp: 70, 80, and 90. Sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) were calculated. RESULTS: There was a significant difference in accuracy when using different MAR settings within the group of 70 kVp. Likewise, within the group of 90 kVp. There was no significant difference between different MAR settings at 80 kVp. Using low MAR/90 kVp had significantly higher accuracy relative to other MAR settings at 90 kVp; it also had the highest values of sensitivity, specificity, and AUC in the study. Using mid and high MAR at 70 kVp or 90 kVp decreased accuracy significantly. Mid MAR/90 kVp was the least effective setting in this study. CONCLUSIONS:  Using low MAR at 90 kVp significantly increased the accuracy within the group of 90 kVp. In contrast, mid MAR and high MAR in 70 and 90 kVp, respectively, decreased accuracy significantly.

12.
Sci Prog ; 106(1): 368504231157146, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36855800

RESUMO

OBJECTIVE: This study aimed to examine the morphological characteristics of the nasopharynx in unilateral Cleft lip/palate (CL/P) children and non-cleft children using cone beam computed tomography (CBCT). METHODS: A retrospective study consisted of 54 patients, of which 27 patients were unilateral CL/P, remaining 27 patients have no CL/P. Eustachian tubes orifice (ET), Rosenmuller fossa (RF) depth, presence of pharyngeal bursa (PB), the distance of posterior nasal spine (PNS)-pharynx posterior wall were quantitatively evaluated. RESULTS: The main effect of the CL/P groups was found to be effective on RF depth-right (p < 0.001) and RF depth-left (p < 0.001). The interaction effect of gender and CL/P groups was not influential on measurements. The cleft-side main effect was found to be effective on RF depth-left (p < 0.001) and RF depth-right (p = 0002). There was no statistically significant relationship between CL/P groups and the presence of bursa pharyngea. CONCLUSIONS: Because it is the most common site of nasopharyngeal carcinoma (NPC), the anatomy of the nasopharynx should be well known in the early diagnosis of NPC.


Assuntos
Fenda Labial , Fissura Palatina , Humanos , Criança , Fissura Palatina/diagnóstico por imagem , Estudos Retrospectivos , Tomografia Computadorizada de Feixe Cônico , Nasofaringe/diagnóstico por imagem
13.
Ann Vasc Surg ; 94: 289-295, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-36863488

RESUMO

BACKGROUND: Hostile proximal aortic neck anatomy has been associated with an increased risk of perioperative mortality after endovascular aneurysm repair (EVAR). However, all available mortality risk prediction models after EVAR lack neck anatomic associations. The aim of this study is to develop a preoperative prediction model for perioperative mortality after EVAR incorporating important anatomic factors. METHODS: Data were obtained from the Vascular Quality Initiative database on all patients who underwent elective EVAR between January 2015 and December 2018. A stepwise multivariable logistic regression analysis was implemented to identify independent predictors and develop a risk calculator for perioperative mortality after EVAR. Internal validation was done using bootstrap of 1,000 reps. RESULTS: A total of 25,133 patients were included, of whom 1.1% (N = 271) died within 30 days or before discharge. Significant preoperative predictors of perioperative mortality were age (odds ratio [OR], 1.053; 95% confidence interval [CI], 1.050-1.056; P < 0.001), female sex (OR, 1.46; 95% CI, 1.38-1.54; P < 0.001), chronic kidney disease (OR, 1.65; 95% CI, 1.57-1.73; P < 0.001), chronic obstructive pulmonary disease (OR, 1.86; 95% CI, 1.77-1.94; P < 0.001), congestive heart failure (OR, 2.02; 95% CI, 1.91-2.13, P < 0.001), aneurysm diameter ≥ 6.5 cm (OR, 2.35; 95% CI, 2.24-2.47, P < 0.001), proximal neck length < 10 mm (OR, 1.96; 95% CI, 1.81-2.12; P < 0.001), proximal neck diameter ≥ 30 mm (OR, 1.41; 95% CI, 1.32-1.5; P < 0.001), infrarenal neck angulation ≥ 60° (OR, 1.27; 95% CI, 1.18-1.26; P < 0.001), and suprarenal neck angulation ≥ 60° (OR, 1.26; 95% CI, 1.16-1.37; P < 0.001). Significant protective factors included aspirin use (OR, 0.89; 95% CI, 0.85-0.93; P < 0.001) and statin intake (OR, 0.77; 95% CI, 0.73-0.81; P < 0.001). These predictors were incorporated to build an interactive risk calculator of perioperative mortality after EVAR (C-statistic = 0.749). CONCLUSIONS: This study provides a prediction model for mortality following EVAR that incorporates aortic neck features. The risk calculator can be used to weigh risk/benefit ratio when counseling patients preoperatively. Prospective use of this risk calculator may show its benefit in long-term prediction of adverse outcomes.


Assuntos
Aneurisma da Aorta Abdominal , Implante de Prótese Vascular , Procedimentos Endovasculares , Humanos , Feminino , Aneurisma da Aorta Abdominal/diagnóstico por imagem , Aneurisma da Aorta Abdominal/cirurgia , Aneurisma da Aorta Abdominal/etiologia , Implante de Prótese Vascular/efeitos adversos , Procedimentos Endovasculares/efeitos adversos , Resultado do Tratamento , Estudos Retrospectivos , Fatores de Tempo , Fatores de Risco , Medição de Risco
14.
J Vasc Surg ; 77(1): 191-200, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36049585

RESUMO

BACKGROUND: Carotid endarterectomy is relatively contraindicated in patients with a hostile neck anatomy who were historically revascularized with transfemoral carotid artery stenting (TFCAS). As transcarotid artery revascularization (TCAR) has progressively replaced TFCAS, evidence pertaining to hostile neck anatomy and TCAR is necessary to establish its safety and feasibility in this subgroup of patients. Therefore, we analyzed the impact of a hostile neck anatomy on outcomes in patients undergoing TCAR and further compared them with those undergoing TFCAS to establish recommendations for standard of care. METHODS: All patients undergoing TCAR and TFCAS from November 2016 to June 2021 in the Vascular Quality Initiative database were included. Patients were characterized into two groups based on the neck anatomy. Hostile neck anatomy was defined as a history of neck radiation or prior neck surgery including prior carotid endarterectomy or radical neck dissection. Primary outcomes included technical failure, access site complications (hematoma, stenosis, infection, pseudoaneurysm and arteriovenous fistula), and stroke or death. Secondary outcomes included stroke, transient ischemic attack (TIA), myocardial infarction (MI), death, and a composite end point of stroke or TIA. Patients with nonatherosclerotic or multiple lesions were excluded from the analysis. Primary analysis was performed with all patients undergoing TCAR and outcomes between patients with hostile and nonhostile neck anatomy were compared. Further analysis included a comparison of patients with a hostile neck anatomy undergoing TCAR and TFCAS. Univariable and multivariable logistic regression was used to assess impact of hostile neck anatomy on postoperative outcomes. Results were adjusted for relevant potential confounders including age, gender, race, degree of stenosis, symptomatic status, comorbidities, preoperative medications, anesthesia type, and protamine use. RESULTS: Among the 19,859 patients who underwent TCAR during the study period, 3636 (18.3%) had a hostile neck anatomy. On univariate analysis, both groups had comparable outcomes except for higher rates of stroke or death in patients with hostile neck anatomy. After adjusting for potential confounders, there were no differences in technical failure (adjusted odds ratio [aOR], 1.14; 95% confidence interval [CI], 0.59-2.21; P = .699), stroke (aOR, 0.86; 95% CI, 0.58-1.28; P = .464), death (aOR, 0.82; 95% CI, 0.39-1.71; P = .598), and MI (aOR, 1.18; 95% CI, 0.71-1.97; P = .518). However, patients with hostile neck were at a 30% increased risk of access site complications (aOR, 1.30; 95% CI, 1.0-1.6; P = .023). Further adjusted analysis comparing the outcomes in TFCAS and TCAR among patients with hostile neck anatomy showed an almost four-fold increase in risk of death (aOR, 3.77; 95% CI, 1.49-9.53; P = .005) and technical failure (aOR, 3.69; 95% CI, 1.82-7.47; P < .001) among patients undergoing treatment with TFCAS. CONCLUSIONS: Patients with a hostile neck anatomy undergoing TCAR experienced an increased risk of access site complications; however, the risk for technical failure and postoperative stroke/death, stroke, TIA, MI, or death was similar among both groups. TFCAS was associated with significant increase in the risk of death and technical failure compared with TCAR in this group of patients. These results confirm that TCAR should be the preferred minimally invasive revascularization procedure for patients with hostile neck anatomy.


Assuntos
Estenose das Carótidas , Endarterectomia das Carótidas , Procedimentos Endovasculares , Ataque Isquêmico Transitório , Infarto do Miocárdio , Acidente Vascular Cerebral , Humanos , Estenose das Carótidas/complicações , Estenose das Carótidas/diagnóstico por imagem , Estenose das Carótidas/cirurgia , Ataque Isquêmico Transitório/etiologia , Constrição Patológica/etiologia , Medição de Risco , Fatores de Risco , Stents/efeitos adversos , Acidente Vascular Cerebral/etiologia , Endarterectomia das Carótidas/efeitos adversos , Infarto do Miocárdio/etiologia , Artéria Femoral , Resultado do Tratamento , Artérias Carótidas , Estudos Retrospectivos , Procedimentos Endovasculares/efeitos adversos
15.
Diagnostics (Basel) ; 12(9)2022 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-36140645

RESUMO

The present study aims to validate the diagnostic performance and evaluate the reliability of an artificial intelligence system based on the convolutional neural network method for the morphological classification of sella turcica in CBCT (cone-beam computed tomography) images. In this retrospective study, sella segmentation and classification models (CranioCatch, Eskisehir, Türkiye) were applied to sagittal slices of CBCT images, using PyTorch supported by U-Net and TensorFlow 1, and we implemented the GoogleNet Inception V3 algorithm. The AI models achieved successful results for sella turcica segmentation of CBCT images based on the deep learning models. The sensitivity, precision, and F-measure values were 1.0, 1.0, and 1.0, respectively, for segmentation of sella turcica in sagittal slices of CBCT images. The sensitivity, precision, accuracy, and F1-score were 1.0, 0.95, 0.98, and 0.84, respectively, for sella-turcica-flattened classification; 0.95, 0.83, 0.92, and 0.88, respectively, for sella-turcica-oval classification; 0.75, 0.94, 0.90, and 0.83, respectively, for sella-turcica-round classification. It is predicted that detecting anatomical landmarks with orthodontic importance, such as the sella point, with artificial intelligence algorithms will save time for orthodontists and facilitate diagnosis.

16.
Cureus ; 14(1): e21777, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-35251847

RESUMO

INTRODUCTION: Segmentation of dental radiographs is a comprehensive subject in oral care and diagnosis. It is the process of delineating anatomical structures to simplify the diagnostic process for oral and maxillofacial radiologists. PURPOSE: This paper will provide an in-depth analysis of the latest benchmarks in oral imaging by studying the segmentation of panoramic radiographs using Trainable WEKA (Waikato Environment for Knowledge Analysis) Segmentation (TWS). The aim of this research is to accurately automate segmentation where it can be implemented on a large scale of clients in order to simplify radiological diagnosis. METHODS AND MATERIALS: The experimentation was conducted by modifying open-source radiographs from UFBA UESC DENTAL IMAGES dataset. In order to simulate realistic conditions such as noise affecting regions of interest, panoramic radiographs were degraded and blurred with Gaussian noise. Accuracy was quantified by measuring the difference between the automated image and the dentist-annotated image using MorphoLibJ. To ensure the precision in results, automated predicted segmentations were observed by an oral maxillofacial radiologist and compared with the dentist-renditioning annotations of the panoramic radiographs (orthopantomograms). RESULTS: The TWS classifier on radiographs with an average of 32 teeth and greater (Dice value of 0.66) and an average of less than 32 teeth (F1 score of 0.59) was significant. The calculated t-value for the Jaccard index is 2.78 and the t-value for the Dice score is 2.81. The results, considering the statistical scores, were due to the independent variable. The radiographs with 32 teeth and greater had higher Intersection over Union scores and F1 scores because of less discrepancy in tooth alignment. CONCLUSIONS: Segmentation of dental radiographs can be conducted by machine learning instead of manual segmentation.

17.
Wounds ; 334(12): E126-E134, 2022 12.
Artigo em Inglês | MEDLINE | ID: mdl-36645658

RESUMO

INTRODUCTION: Controversy exists regarding the use of NPWT for wound healing. OBJECTIVE: This study assessed the effectiveness of NPWT compared with conventional treatment in the management of different wound types, including acute and chronic wounds. MATERIALS AND METHODS: PubMed, Cochrane Central Register of Controlled Trials, Scopus, EMBASE, EBSCO, Ovid, and Web of Science were searched, from database inception up to October 2021, for relevant studies comparing NPWT with conventional treatment for wound healing. Primary outcomes included time to healing, wound healing rate, and duration of treatment. Secondary outcomes included adverse events, length of hospital stay, and 30-day mortality rate. Pooled analysis of the outcomes data is presented as SMD (95% CI) for continuous data and OR (95% CI) for dichotomous data. RESULTS: Twenty-four studies (3064 patients) were included in the meta-analysis. NPWT was associated with shorter time to healing (SMD, -0.79; 95% CI, -1.22 to -0.37), shorter duration of treatment (SMD, -1.24; 95% CI, -1.92 to -0.56), and higher rate of wound healing (OR, 2.05; 95% CI, 1.49-2.83) compared with control. NPWT was also associated with a lower incidence of adverse events (OR, 0.42; 95% CI, 0.23-0.77) and a lower 30-day mortality rate (OR, 0.25; 95% CI, 0.12-0.56). There were no significant differences between NPWT and control regarding hospital stay (SMD, -0.52; 95% CI, -1.06 to 0.03). CONCLUSIONS: NPWT is seemingly associated with better wound healing outcomes compared with conventional therapy. However, the data should be interpreted with substantial caution given limitations such as high heterogeneity between studies and the small sample size of the included studies.


Assuntos
Tratamento de Ferimentos com Pressão Negativa , Humanos , Bandagens , Cicatrização , Transplante de Pele
18.
Artigo em Inglês | MEDLINE | ID: mdl-34733351

RESUMO

BACKGROUND: Divorce rates have increased during the last decade, leading to a greater focus of marital scholars on the importance of understanding couple-maintaining strategies within marital life. Distresses in couples are attributable to difficulties controlling felt, experienced, and expressed emotions; thus, emotion dysregulation is a core stressor in couples with maladaptive responses. OBJECTIVE: The aim of the study was to evaluate the effect of Dialectical Behaviour Therapy (DBT) on outpatient couples to treat emotion dysregulation. METHODS: We recruited 20 couples with marital distress in which partners presented emotion dysregulation. We offered the couples the opportunity to join a couple DBT group at their convenience and based on the immediate availability of treatment slots. We measured the treatment efficacy using psychometric tools (the Difficulties in Emotion Regulation Scale (DERS) and the Dyadic Adjustment Ccale (DAS) at baseline and after DBT therapy. RESULTS: Both male and female partners presented significant improvements in marital adjustment DAS and emotion regulation scores. Female partners showed significantly greater amplitude changes in both scales. Female partners showed significant improvement in most DERS subscales (except the GOALS subscale); on the other hand, male partners showed significant improvements in impulse, awareness, strategies, and clarity subscales. We found significant improvements in most DAS subscales in both sexes; only affectional expression remained unchanged before and after therapy. CONCLUSION: DBT for couples is an effective approach to treat emotion dysregulation.

19.
PLoS One ; 16(4): e0250241, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-33861799

RESUMO

BACKGROUND: Since the declaration of COVID-19 as a pandemic, all scientific medical activities were shifted to an online format, in the form of webinars, to maintain continuing medical education (CME). We aimed to assess physicians' attitude among different medical specialties towards this sudden and unexpected shift of traditional face-to-face meetings into webinars, and to suggest future recommendations. METHODS: We conducted a cross-sectional, internet-based survey study using a 25-item questionnaire, from November 1 and November 15, 2020. The survey was created and distributed to physicians from different medical and surgical specialties and from different countries via several social media platforms, using a snowball technique. RESULTS: A total of 326 physicians responded; 165 (50.6%) were females, mean age of responders was 38.7 ± 7.5 years. The majority of responses (93.2%) came from Arab countries. Of them, 195 (59.8%) reported attending more webinars compared to the same period last year, with average of 3 per month. As regard to the general impression; 244 (74.8%) were "strongly satisfied" or "satisfied", with the most satisfaction for "training courses: by 268 (82.2%), and "International conferences" by 218 (66.9%). However, 246 respondents (75.5%) felt overwhelmed with the number and frequency of webinars during the pandemic, 171 (52.5%) reported attending less than 25% of webinars they are invited to, 205 (62.8%) disagreed that webinars can replace in-person meetings after the pandemic, and 239 (73.3%) agreed that online meetings need proper regulations. CONCLUSIONS: Webinars comprised a major avenue for education during COVID-19 pandemic, with initial general satisfaction among physicians. However, this paradigm shift was sudden and lacked proper regulations. Despite initial satisfaction, the majority of physicians felt overwhelmed with the number and frequency of webinars. Physicians' satisfaction is crucial in planning future educational activities, and considering that this current crisis will most likely have long lasting effects, webinars should be viewed as complementing traditional in-person methods, rather than replacement. In this study, we are suggesting recommendations to help future regulation of this change.


Assuntos
Atitude do Pessoal de Saúde , COVID-19/epidemiologia , Educação a Distância/métodos , Educação Médica/métodos , Médicos/psicologia , Adulto , COVID-19/psicologia , Estudos Transversais , Educação a Distância/tendências , Educação Médica Continuada , Feminino , Humanos , Kuweit/epidemiologia , Masculino , Pessoa de Meia-Idade , Pandemias , SARS-CoV-2/isolamento & purificação , Inquéritos e Questionários
20.
Imaging Sci Dent ; 49(1): 71-77, 2019 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-30941291

RESUMO

Primary intraosseous squamous cell carcinoma is a rare malignant central jaw tumor derived from odontogenic epithelial remnants. Predominantly, it affects mandible, although both jaw bones may be involved. This report describes a 60-year-old man who was initially misdiagnosed with a periapical infection related to the right lower wisdom tooth. After four months, the patient presented to a private dental clinic with a massive swelling at the right side of the mandible. Panoramic radiographs and advanced imaging revealed a lesion with complete erosion of the right ramus, which extended to the orbital floor. A biopsy from the mandibular angle revealed large pleomorphic atypical squamous cells, which is the primary microscopic feature of a poorly differentiated squamous cell carcinoma.

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