A non-invasive AI-based system for precise grading of anosmia in COVID-19 using neuroimaging.

COVID-19 (Coronavirus), an acute respiratory disorder, is caused by SARS-CoV-2 (coronavirus severe acute respiratory syndrome). The high prevalence of COVID-19 infection has drawn attention to a frequent illness symptom: olfactory and gustatory dysfunction. The primary purpose of this manuscript is to create a Computer-Assisted Diagnostic (CAD) system to determine whether a COVID-19 patient has normal, mild, or severe anosmia. To achieve this goal, we used fluid-attenuated inversion recovery (FLAIR) Magnetic Resonance Imaging (FLAIR-MRI) and Diffusion Tensor Imaging (DTI) to extract the appearance, morphological, and diffusivity markers from the olfactory nerve. The proposed system begins with the identification of the olfactory nerve, which is performed by a skilled expert or radiologist. It then proceeds to carry out the subsequent primary steps: (i) extract appearance markers (i.e., 1 s t and 2 n d order markers), morphology/shape markers (i.e., spherical harmonics), and diffusivity markers (i.e., Fractional Anisotropy (FA) & Mean Diffusivity (MD)), (ii) apply markers fusion based on the integrated markers, and (iii) determine the decision and corresponding performance metrics based on the most-promising classifier. The current study is unusual in that it ensemble bags the learned and fine-tuned ML classifiers and diagnoses olfactory bulb (OB) anosmia using majority voting. In the 5-fold approach, it achieved an accuracy of 94.1%, a balanced accuracy (BAC) of 92.18%, precision of 91.6%, recall of 90.61%, specificity of 93.75%, F1 score of 89.82%, and Intersection over Union (IoU) of 82.62%. In the 10-fold approach, stacking continued to demonstrate impressive results with an accuracy of 94.43%, BAC of 93.0%, precision of 92.03%, recall of 91.39%, specificity of 94.61%, F1 score of 91.23%, and IoU of 84.56%. In the leave-one-subject-out (LOSO) approach, the model continues to exhibit notable outcomes, achieving an accuracy of 91.6%, BAC of 90.27%, precision of 88.55%, recall of 87.96%, specificity of 92.59%, F1 score of 87.94%, and IoU of 78.69%. These results indicate that stacking and majority voting are crucial components of the CAD system, contributing significantly to the overall performance improvements. The proposed technology can help doctors assess which patients need more intensive clinical care.

Stapler versus conventional pharyngeal repair after total laryngectomy: a randomized clinical trial.

OBJECTIVES: The aim of the current study was to evaluate the functional outcomes of stapler pharyngeal closure after total laryngectomy by the incidence of PCT and assessment of swallowing after surgery. In addition, the study aimed to evaluate the oncological outcomes in terms of patients' survival rates. METHODS: This randomized clinical trial was conducted on 58 patients with advanced laryngeal carcinoma who underwent total laryngectomy. Patients were randomly assigned to two groups according to the method of pharyngeal repair after laryngectomy: manual closure group (n = 28), and stapler group (n = 30). Functional and oncological outcomes were assessed and compared. RESULTS: The incidence of pharyngocutaneous fistula was significantly less in the stapler group. Additionally, operative time was significantly shorter and swallowing function was better in the stapler group compared to the manual group. There was no statistically significant difference between groups regarding survival rates. CONCLUSION: The stapler is a reliable method for pharyngeal closure after total laryngectomy if the limits of its indications regarding the primary tumor are considered. Stapler closure decreases the incidence of PCF and decreases the surgical time. Good swallowing outcomes are achieved without compromising the oncological outcomes.

Clinical and Imaging Evaluation of COVID-19-Related Olfactory Dysfunction.

BACKGROUND: Olfactory dysfunction has been reported in 47.85% of COVID patients. It can be broadly categorized into conductive or sensorineural olfactory loss. Conductive loss occurs due to impaired nasal air flow, while sensorineural loss implies dysfunction of the olfactory epithelium or central olfactory pathways. OBJECTIVES: The aim of this study was to analyze the clinical and imaging findings in patients with COVID-related olfactory dysfunction. Additionally, the study aimed to investigate the possible mechanisms of COVID-related olfactory dysfunction. METHODS: The study included 110 patients with post-COVID-19 olfactory dysfunction, and a control group of 50 COVID-negative subjects with normal olfactory function. Endoscopic nasal examination was performed for all participants with special focus on the olfactory cleft. Smell testing was performed for all participants by using a smell diskettes test. Olfactory pathway magnetic resonance imaging (MRI) was done to assess the condition of the olfactory cleft and the dimensions and volume of the olfactory bulb. RESULTS: Olfactory dysfunction was not associated with nasal symptoms in 51.8% of patients. MRI showed significantly increased olfactory bulb dimensions and volume competed to controls. Additionally, it revealed olfactory cleft edema in 57.3% of patients. On the other hand, radiological evidence of sinusitis was detected in only 15.5% of patients. CONCLUSION: The average olfactory bulb volumes were significantly higher in the patients' group compared to the control group, indicating significant edema and swelling in the olfactory bulb in patients with COVID-related olfactory dysfunction. Furthermore, in most patients, no sinonasal symptoms such as nasal congestion or rhinorrhea were reported, and similarly, no radiological evidence of sinusitis was detected. Consequently, the most probable mechanism of COVID-related olfactory dysfunction is sensorineural loss through virus spread and damage to the olfactory epithelium and pathways.

Nasal Spine of the Frontal Bone: A Consistent Landmark for Safe Outside-In Frontal Drill-Out.

BACKGROUND: Outside-in frontal drill out entails drilling the frontal sinus floor in the midline before identifying and dissecting the frontal recesses. It is a more direct approach, especially in revision surgery or cases with challenging anatomy. OBJECTIVES: The aim of this study was to highlight the anatomical and surgical concepts for easy and safe outside-in frontal drill out by a preclinical anatomic study on cadaveric heads. In addition, to review our experience with this approach over a 5-year period for challenging frontal sinus pathologies. METHODS: The study included 2 sectors; a preclinical study, in which 5 cadaveric heads were dissected and studied to identify and standardize the anatomical landmarks of this approach. This was followed by a clinical case series which included 22 patients with challenging frontal sinus pathologies that were treated with this proposed approach. RESULTS: We concluded from the anatomic study that the nasal spine of the frontal bone (NSFB) and its anatomical orientation in relation to the nasal branch of the anterior ethmoidal artery (NBAEA) is a consistent landmark that enables the surgeon to identify the correct coronal trajectory of drilling to avoid injury of the cribriform and the skull base. The clinical case series included 22 patients that were successfully treated with the proposed approach. No intraoperative nor postoperative complications were reported in this study. Long-term follow-up showed that the frontal neo-ostium was patent in all cases (n = 22). CONCLUSION: Outside-in frontal drill-out is a safe and easy approach; especially in challenging frontal sinus pathologies; using the NSFB and its anatomical coronal orientation to the NBAEA as a consistent landmark, anterior to the skull base. This approach offers early, safe, and direct bone removal without the need for initial identification and dissection of the frontal recess.

MR imaging of Oral Cavity and Oropharyngeal Cancer.

MR imaging is the modality of choice in the evaluation of oral cavity and oropharyngeal cancer. Routine postcontrast MR imaging is important for the accurate localization and characterization of the locoregional extension of oral cavity and oropharyngeal cancers. The anatomy of the oral cavity and oropharynx is complex; accurate interpretation is vital for description of the extension of the masses. Understanding the new changes in the eighth edition of the American Joint Committee on Cancer staging system. MR imaging is the imaging modality of choice for detection of perineural spread.

Challenging tracheal resection anastomosis: Case series.

OBJECTIVES: This study was conducted to review our experience in Otorhinolaryngology Department, Mansoura University Hospitals, Egypt, in the last 2 years in the management of high-risk patients who underwent cricotracheal resection due to different pathologies. METHODS: This case series included nine patients with severe, grade III or IV subglottic / cervical tracheal stenosis. These patients were considered high risk patients due to unusual pathology / etiology of stenosis or associated surgical field morbidity. Four patients had recurrent stenosis after previous unsuccessful cricotracheal resection, three patients had subglottic stenosis due to external neck trauma which compromised the surgical field. One patient had upper tracheal neoplasm, and in 1 patient there was upper tracheal stenosis associated with tracheo-esophageal fistula. RESULTS: Successful decannulation was achieved in all patients (n = 9) without any reported major intraoperative or postoperative compilations. CONCLUSION: Cases of subglottic / upper tracheal stenosis due to uncommon pathologies like neoplastic lesions, external neck trauma compromising the surgical field and revision cricotracheal resection, can be successfully managed by cricotracheal resection. However, a highly skilled team, well familiar with these surgeries, is mandatory to achieve an optimum outcome.

Nasopharyngeal Angiofibroma Staging with a Novel Nominal Basis: An 18-Year Study in a Tertiary Center.

OBJECTIVE: To develop a systematic method for anatomic mapping of juvenile nasopharyngeal angiofibroma (JNA) tumors to standardize communication, facilitate surgical planning, and convey prognosis. STUDY DESIGN: Retrospective cohort. SETTING: Tertiary referral center. SUBJECTS AND METHODS: Following Institutional Review Board approval, we performed a retrospective review of radiologic and angiographic data of patients with JNA presenting to the Department of Otolaryngology-Head and Neck Surgery, Mansoura University, from 2001 to 2017. All patients underwent angiography with embolization and had >1-year follow-up. Based on frequently involved anatomic sites and factors predictive of prognosis, the NSF-COR staging system (nose/nasopharynx, sinus, fossa-cranium, orbit, residual internal carotid artery supply) was developed to explicitly convey anatomic site of involvement and presence of residual vascularity. We validated the NSF-COR staging system against other systems with Pearson chi-square test based on risk factors and clinical outcomes of blood transfusion volume, recurrence, and JNA resectability. RESULTS: Fifty-four patients met inclusion criteria, where all primary cases (100%) demonstrated nose/nasopharynx involvement, followed by sinus (85.2%), natural fossae (85.2%), intracranial (26%), and orbital involvement (16.7%). These sites, with assessment of residual internal carotid artery vascular supply, were used to develop the NSF-COR anatomically based staging system. The components COR showed significant association with clinical outcomes of blood transfusion and recurrence. Contingency coefficients between the NSF-COR staging system and available staging systems showed significant correlations (P < .05) for prognosis. CONCLUSION: The NSF-COR staging system conveys a communicable anatomic map of JNA tumors that integrates residual vascularity of the tumor and demonstrates strong concordance with current staging systems to assess clinical outcomes.

Surgical management of suprastomal tracheal collapse in children.

OBJECTIVE: Suprastomal collapse is a complication of pediatric tracheotomy with a potential impact on decannulation success. The aim of this study was to review the experience in the management of pediatric suprastomal collapse in a tertiary-care center, detailing the surgical technique employed. METHODS: This study included 12 tracheotomised children with the diagnosis of suprastomal collapse in the last 5 years. All patients of the study underwent surgical intervention to manage suprastomal collapse to achieve tracheotomy decannulation. The surgical procedure entailed dissection of the pre-existing tracheotomy tract down to the trachea, then excision of the tract flush with the anterior tracheal wall. The tracheal opening was closed transversely with 3-4 interrupted absorbable sutures placed in craniocaudal direction. RESULTS: At the end of treatment all patients were decannulated successfully. No intraoperative complications were reported. Minor postoperative complications were reported in 3 children in the form of mild surgical emphysema (n = 2) and wound infection (n = 1). Those patients were successfully managed conservatively. CONCLUSION: This technique is a simple and effective procedure enabling immediate decannulation with very low morbidity. In a long term follow up period, no recurrence has been reported and all patients returned to their usual quality of life.

Midline nasofrontal dermoids in children: A review of 29 cases managed at Mansoura University Hospitals.

OBJECTIVES: Nasal dermoids are congenital anomalies constituting 3.7-12.6% of dermoids in the head and neck. Most of lesions are superficial but there is always a risk that it may end blindly within the deep structures of the nose or extend intracranially. Complete excision, regardless of extension, is essential and must be balanced against cosmoses. This study reviews the clinical characteristics and imaging findings as well as the appropriate surgical approach adopted for 29 cases managed at Mansoura University Hospitals. METHODS: A retrospective analysis was performed in 29 patients admitted for management of nasal dermoid between Jan 2001 and Jan 2015 at the Otolaryngology department of our tertiary referral university hospital. Recorded data included patient's demographics, complaint, lesion's site, pre-operative radiological findings, surgical technique, intra-operative findings, and post-operative squeal. RESULTS: This series included 12 (41%) female and 17 (59%) male children, with a mean age of 2.5 years. Twenty seven children presented with a nasofrontal swelling of which 20 had an apparent sinus. Other presentations included a swelling in the inner canthum (1), nasal tip and columella (1). Nine (31%) patients had a history of infection and two patients gave a positive history of meningitis. Intracranial extradural extension was identified in 10 patients (34.5%) during preoperative imaging. Surgical modalities included local excision and direct closure (12), open rhinoplasty (7), bicoronal excision and craniotomy (10). In 9 cases, the tract was adherent to the dura but was carefully dissected and in one case resection required excision of a segment of dura and reconstruction. In a follow up period of 1-8 years, recurrence was detected in one case and the cosmetic results were satisfactory. CONCLUSIONS: Those lesions are rare and require early precise surgical planning to achieve complete en bloc excision. This study reports a low morbidity associated with management of nasal dermoids with intracranial extension.

Juvenile nasopharyngeal angiofibroma with intracranial extension: analysis of 23 Egyptian patients.

The purpose of this study was to present our experience with definitive surgical management of patients with Juvenile nasopharyngeal angiofibroma with intracranial extension. The study included 23 male adolescents with histologically proven juvenile nasopharyngeal angiofibroma. The mean age was 14.7 years (12-20 years). CT, MRI+/-angiographies were for taken for the patients. Preoperative embolization was done with gel foam before the operation. Two surgical procedures were used; anterior subcranial transfacial transmaxillary approach (21 patients), while craniofacial resection was used in two patients. Middle cranial fossa was affected in 22 patients while anterior cranial fossa was affected in only one patient. Complete resection of the tumor was achieved in 19 patients with residual or recurrence in four patients. Complications of the surgical approaches were reported in 14 patients. The subcranial transfacial transmaxillary approach avoids the complications of craniotomy and provides adequate access for excision of Juvenile nasopharyngeal angiofibroma with intracranial extradural extension.

Nasal mucosal contact points with facial pain and/or headache: lidocaine can predict the result of localized endoscopic resection.

The objective of the study was conducted to evaluate the effectiveness of nasal endoscopy for both diagnosis and localized excision of intranasal contact areas that cause headache and/or facial pain as well as to evaluate the use of lidocaine test for diagnosis of such cases and predicting the result of surgery. This study included 120 patients aged between 18 and 45 years, with an average period of headache and/or facial pain of 2.5 years. Patients were classified into two groups according to lidocaine test. Group A that was lidocaine positive and group B which was negative. Excision of contact points was done, under endoscopic guidance, from the septum as well as the lateral nasal wall. 98.75% of patients in group A got benefit from surgery as most cases were cured from headache and facial pain. In group B, 40% got benefit with most patients had unchanged symptoms. In conclusion, endoscopic surgery gives a more precise complete excision of limited areas without time wasting or morbidity. Lidocaine test can be used as a test to aid in diagnosis and to predict the result of surgery where there were high cure rate within the lidocaine-positive group.