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Moneir W, Abd El-fattah AM, Mahmoud E, Elshaer M. Endoscopic stapedotomy: Merits and demerits. J Otol 2018; 13:97-100. [PMID: 30559773 PMCID: PMC6291631 DOI: 10.1016/j.joto.2017.11.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2017] [Revised: 11/13/2017] [Accepted: 11/14/2017] [Indexed: 01/14/2023] Open
Abstract
INTRODUCTION Surgical microscopes are still preferred to perform stapes surgery; but the use of the endoscopes would offer much benefits such as good panoramic view and easy accessibility to the oval window niche, the stapes and facial nerve. In this study, we aimed to analyze and compare the outcomes and complications of endoscopic versus microscopic stapes surgery. PATIENTS AND METHODS This work was done at the Department of Otorhinolaryngology, Faculty of Medicine, Mansoura University, Egypt, between September 2015 and July 2016. The patients; diagnosed as having otosclerosis and full filled the selection criteria; were randomly divided into 2 groups. RESULTS The group A (microscopic group) included 28 patients (aged 19-60 years) and the group B (endoscopic group) included 14 patients (aged 22-56 years). Mean follow-up durations were 4.5 months (1-8.5) in the endoscopic group and 5.5 months (1.5-8) in the microscopic group. The difference in preoperative and postoperative air-bone gap in two groups was statistically significant (p = 0.031). But there was no statistical difference for hearing results between two groups and the two techniques have similar audiological outcomes. The main merits of endoscopic stapedotomy are the good quality panoramic image, well identification and visualization of vital structures of the middle ear, minimal handling of chorda tympani nerve if needed with practically no curettage of bony wall. CONCLUSIONS The present series shows that it is possible to perform stapes surgery using only the 4mm in diameter and 18cm long endoscopes of different angulations, without major difficulties.
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Moneir W, El-Kholy NA, Ali AI, Abdeltawwab MM, El-Sharkawy AAR. Correlation of Eustachian tube function with the results of type 1 tympanoplasty: a prospective study. Eur Arch Otorhinolaryngol 2023; 280:1593-1601. [PMID: 36018358 PMCID: PMC9988816 DOI: 10.1007/s00405-022-07611-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Accepted: 08/12/2022] [Indexed: 11/24/2022]
Abstract
OBJECTIVES This study aims to evaluate Eustachian tube (ET) function tests and their impact on outcomes of tympanoplasty in patients with inactive chronic suppurative otitis media. MATERIALS AND METHODS A prospective study was conducted involving patients diagnosed with chronic suppurative otitis media (CSOM) and having a central dry perforation. Assessment of the ET function was done for all included cases by three tests; pressure swallow equalization test, saccharine test and methylene blue test. The primary outcome is the graft success rate defined as intact graft without any residual perforation at 6 months postoperatively. Secondary outcomes include hearing assessment and possible associated complications. RESULTS 64 patients were included in the study with an average age of 36.59 ± 11.96 years. All patients underwent assessment of the ET function by saccharine test, methylene blue test and pressure equalization test (PET) followed by microscopic post-auricular tympanoplasty. Successful tympanoplasty is achieved in 93.75% of cases with residual perforation in four patients. Mean air-bone gap is significantly improved from 23.73 ± 2.80 preoperatively to 10.93 ± 5.46 postoperatively. Results of Methylene blue test has no statistical impact on graft take rate (p value = 0.379), while saccharine test and pressure equalization test results have statistically significant correlation with graft success (p value ≤ 0.001). CONCLUSIONS Saccharine and Pressure equalization tests have a good positive correlation with the graft healing in tympanoplasty, while methylene blue test was found to have no correlation with the success rate.
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Elsaeed A, Afsah O, Moneir W, Elhadidy T, Abou-Elsaad T. Respiratory and voice outcomes of office-based injection laryngoplasty in patients with unilateral vocal fold paralysis. THE EGYPTIAN JOURNAL OF OTOLARYNGOLOGY 2021. [DOI: 10.1186/s43163-020-00061-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Abstract
Background
Injection laryngoplasty is a surgical procedure used in management of glottal insufficiency. The objective of this study was to assess respiratory and voice outcomes of office-based injection laryngoplasty in patients with unilateral vocal fold paralysis (UVFP). Ten patients underwent office-based injection via transcutaneous approach using Radiesse or hyaluronic acid. Auditory perceptual assessment (APA), voice handicap index (VHI), size of the glottic gap, acoustic parameters (jitter, shimmer, and harmonic to noise ratio), maximum phonation time (MPT), stroboscopic evaluation, pulmonary function tests (PFTs), and videofluoroscopic evaluation of swallowing were done pre-injection, 1 week and 3 months post-injection.
Results
Subjective and objective voice outcomes, in addition to laryngostroboscopic parameters improved after injection. Non-significant difference was found between pre- and post-injection results of the PFTs.
Conclusions
Office-based injection laryngoplasty is a safe and effective method for treating UVFP. Patients with glottic gap (< 1–3 mm) are perfect candidates for such procedure. Injection laryngoplasty improves patients’ voice quality and does not impair respiration.
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Elsobki A, Moneir W, Salem MA, Elkahwagi M. Role of transpalatal advancement pharyngoplasty in management of lateral pharyngeal wall collapse in OSA. Braz J Otorhinolaryngol 2021; 88 Suppl 1:S82-S90. [PMID: 33994340 PMCID: PMC9734267 DOI: 10.1016/j.bjorl.2021.04.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 03/16/2021] [Accepted: 04/05/2021] [Indexed: 01/01/2023] Open
Abstract
INTRODUCTION Non-response to palatal surgery for OSA is a problem. Residual lateral wall hypopharyngeal collapse is the proposed mechanism of failure. OBJECTIVE This study aims to evaluate the role of transpalatal advancement pharyngoplasty in non-responders to primary palatal surgery with residual lateral wall hypopharyngeal collapse. METHODS This is a retrospective study that was conducted on patients who underwent transpalatal advancement pharyngoplasty for residual lateral wall hypopharyngeal. Inclusion criteria were age greater than 18-years, OSA proved by the polysomnography with apnea hypopnea index >15, lateral wall collapse at the level of hypopharynx as proved by drug-induced sleep endoscopy and had a previous tonsillectomy or previous palatal surgery for OSA. Exclusion criteria were those with no history of tonsillectomy or any other surgery for OSA and those with a missed followup. Data of included patients were collected and included gender, age, polysomnographic data like the apnea hypopnea index, oxygen desaturation and the calculated preoperative Epworth sleepiness scale. The early outcome included symptom improvement as measured by Epworth sleepiness scale score and lateral pharyngeal wall evaluation by nasopharyngoscopic examination in the first postoperative month. Late outcome measurement was performed by the 6-month postoperative polysomnography. Data were analyzed using SPSS program. RESULTS The study included 37 patients with a mean age of (40.43 ± 6.51). The study included 26 men and 11 women. There was a statistically significant improvement of apnea hypopnea index from 37.8 ± 9.93 to 9.9 ± 2.55. In addition, a statistically significant improvement of lowest oxygen saturation from 78.9 ± 3.39 to 83.3 ± 3.31 was encountered. The patients improved clinically, and this improvement was measured by statistically significant improvement of Epworth sleepiness scale score and snoring visual analogue scale. CONCLUSION Transpalatal advancement pharyngoplasty widens the retropalatal airway and has a great role in the management of the vertical palate phenotype. In addition, it can have a role in the management of lateral walls, especially lateral wall hypopharyngeal collapse.
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Hemdan A, Megahed M, Elokda M, Moneir W. Predictors of effusion viscosity in otitis media with effusion: neutrophil lymphocyte ratio versus mean platelet volume. ACTA OTORRINOLARINGOLOGICA ESPANOLA 2024; 75:205-209. [PMID: 38220049 DOI: 10.1016/j.otoeng.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2023] [Accepted: 11/08/2023] [Indexed: 01/16/2024]
Abstract
OBJETIVOS comparar entre el índice de neutrófilos linfocitos (NLR) y el volumen plaquetario medio (VPM) en la predicción de la viscosidad del derrame en la otitis media con derrame. MATERIALES Y MéTODOS: Se incluyeron en el estudio 248 niños con derrame en el oído medio. Se evaluaron los hemogramas completos (CBC) preoperatorios. Se registraron los valores de NLR y MPV. La viscosidad del derrame se evaluó durante la cirugía mientras se aspiraba el derrame después de la miringotomía. Se clasificaron 2 tipos de derrames; tipos serosos y mucoides. RESULTADOS se reportaron diferencias estadísticamente significativas en NLR y MPV entre los derrames serosos y mucoides. Los valores de corte de NLR y MPV para diferenciar entre derrames serosos y mucoides fueron 1,21 y 7,95 respectivamente. Cuando se compararon NLR y MPV, NLR pareció tener mayor sensibilidad, especificidad y precisión diagnóstica que MPV. CONCLUSIóN: NLR es superior a MPV como predictor de la viscosidad del derrame en otitis media con derrame. Ambos marcadores se consideran rentables y fiables para la evaluación de la viscosidad del derrame.
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Comparative Study |
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Elkahwagi M, Salem MA, Moneir W, Allam H. Traumatic facial nerve paralysis dilemma. Decision making and the novel role of endoscope. J Otol 2022; 17:116-122. [PMID: 35847576 PMCID: PMC9270561 DOI: 10.1016/j.joto.2022.03.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 03/14/2022] [Accepted: 03/17/2022] [Indexed: 11/06/2022] Open
Abstract
Objective The management of traumatic facial nerve paralysis (FNP) has remained a controversial issue with conflicting findings arguing between surgical decompression and conservative management. However, recent advances in endoscopic surgery may consolidate the management plan for this condition. Methods This prospective clinical study included patients with posttraumatic FNP at a tertiary referral center. Patients were categorized in two main groups: surgical and conservative. Indications for surgery included patients with immediate and complete FNP, no improvement in facial function on medical treatment, with electroneurography showing >90% degeneration or electromyography showing fibrillation potential. Patients who did not satisfy this criterion received the conservative approach. The transcanal endoscopic approach (TEA) or endoscopic assisted transmastoid approach was performed for facial nerve decompression in the surgical group. Outcome The main outcome was facial function improvement, assessed using the House Brackmann grading scale (HBGS) 6 months after surgery, and hearing state assessed using the air bone gap (ABG). Results The study included 38 patients, of whom 15 underwent had surgical decompression and 23 underwent conservative therapy. A significant improvement in facial nerve function from a mean of 4.66 ± 0.97 to 1.71 ± 0.69 (P = 0.001) and ABG from a median of 30 (10-40) to 20 (10-25) (P = 0.002) was observed. Conclusion Decision-making in cases of traumatic FNP is critical. The geniculate ganglion and tympanic segment were the most commonly affected areas in FNP cases. The TEA represents the most direct and least invasive approach for this area.
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Moneir W, Khafagy YW, Salem NN, Hemdan A. Endoscopic stapedotomy: classic versus reversal technique. Eur Arch Otorhinolaryngol 2023; 280:3653-3659. [PMID: 36797512 PMCID: PMC10313534 DOI: 10.1007/s00405-023-07880-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Accepted: 02/08/2023] [Indexed: 02/18/2023]
Abstract
OBJECTIVES To compare hearing outcome and surgical complications between endoscopic classic and reversal stapedotomies. PATIENTS AND METHODS A prospective single blinded randomized clinical study carried out on 60 patients with otosclerosis who were randomized into two groups; each containing 30 patients. Patients in group 1 underwent endoscopic classic stapedotomy. Patients in group 2 underwent endoscopic reversal stapedotomy. Both groups were compared as regards hearing outcome and surgical complications. RESULTS The difference in the hearing outcome between the two groups was statistically non-significant. Post-operative closure of the air bone gap (ABG) within 10 dB was attained in 76.67% and 80% of patients in groups 1 and 2, respectively. The differences in the surgical complications between the two studied groups were statistically non-significant. CONCLUSION Endoscopic classic and reversal stapedotomies are comparable to each other as regards hearing outcome and surgical complications. The authors recommend further studies with relatively larger sample size.
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Randomized Controlled Trial |
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Al-Arman AM, Moneir W, Amer HE, Saad M, Ebada HA. Functional sinonasal outcomes after rescue flap versus double nasoseptal flap in endoscopic trans-sphenoid pituitary surgery: a randomized clinical trial. Eur Arch Otorhinolaryngol 2025:10.1007/s00405-025-09342-8. [PMID: 40220183 DOI: 10.1007/s00405-025-09342-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2024] [Accepted: 03/09/2025] [Indexed: 04/14/2025]
Abstract
OBJECTIVES The aim of the current study was to evaluate the functional sinonasal outcomes after rescue flap versus double nasoseptal flap in endoscopic endonasal pituitary surgery. METHODS This randomized clinical trial was conducted over 1.5 years over 60 patients who underwent endoscopic trans-sphenoid surgery for macroadenomas (more than 2 cm.). the patients were randomly allocated into 2 groups: the rescue flap group, (n = 30) and the double nasoseptal flap group (n = 30). Functional sinonasal outcomes were evaluated in both groups in terms of sinonasal outcome test (SNOT-22), crusting, adhesions, and olfaction. RESULTS the sinonasal outcome test (SNOT-22), as well as the olfaction scores were significantly better in the double flap group compared to the rescue flap group. Crusting and adhesions occurred more frequently in the rescue flap group. The nasal stage operative time was significantly longer in the double flap group than the rescue flap group. CONCLUSION Endoscopic pituitary surgery can adversely affect the sinonasal functions. Double nasoseptal flap technique allows posterior septectomy with bilateral septal mucosa preservation. Although it requires longer operative time than the rescue flap technique, better functional sinonasal outcomes and olfaction scores are achieved.
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Moneir W, Eladl HM, El-Okda MM, Ebada HA. Assessment of chorda tympani function after endoscopic and microscopic middle ear surgery. Eur Arch Otorhinolaryngol 2023; 280:3037-3038. [PMID: 37010598 PMCID: PMC10068200 DOI: 10.1007/s00405-023-07957-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 03/29/2023] [Indexed: 04/04/2023]
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Moneir W, Darwish AY, Khafagy YW, Youssef MA, El Rakhawy MM, Hemdan A. Superior semicircular canal dehiscence: a radiological and clinical study. Indian J Otolaryngol Head Neck Surg 2024; 76:865-870. [PMID: 38440643 PMCID: PMC10908998 DOI: 10.1007/s12070-023-04299-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2023] [Accepted: 10/16/2023] [Indexed: 03/06/2024] Open
Abstract
Aim to assess radiologically the prevalence of SSCD with its clinical presentations and its relationship with age. Methods a prospective cohort study carried out on 200 consecutive patients (400 temporal bones). Radiological evaluation was performed using High Resolution Computed Tomography (HRCT) with measurement of thickness of bone covering superior semicircular canal (SCC), height and diameter of SSC. Results Two hundred patients (400 temporal bones) were involved. The mean thickness ± SD, the mean diameter ± SD and the mean height ± SD were 1.38 ± 0.80 mm, 0.94 ± 0.26 mm and 10.91 ± 2.39 mm respectively. The prevalence of SSCD and predehiscence were 1% and 14% respectively. The commonest symptom encountered was autophony (48.3%). When the SSC thickness, diameter and height were compared with the age of patients, statistically significant differences were detected. The highest diameter, lowest height and lowest thickness were found in patients aged from 54 to 72 years. Thickness of bony layer covering SSC was found to be the most validated measurement for differentiation between cases with positive and negative symptoms with the highest sensitivity and specificity. Conclusion The prevalence of SSCD and predehiscence varied among the studies. Autophony is the commonest symptom usually encountered. The condition is acquired rather than congenital. The thickness of bone covering SCC is the most validated measurement in differentiation between cases with positive and negative symptoms.
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Moneir W, El-Ekiaby R, Elkahwagi M. Thermal injury in endoscopic ear surgery between reality and fiction. Eur Arch Otorhinolaryngol 2025:10.1007/s00405-025-09332-w. [PMID: 40258992 DOI: 10.1007/s00405-025-09332-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2025] [Accepted: 03/10/2025] [Indexed: 04/23/2025]
Abstract
OBJECTIVE Endoscopic ear surgery (EES) is engaged nearly in all otology procedures in this era. The widespread application is faced by raised drawbacks that EES can induce thermal injury to the inner ear structures. METHODS This retrospective study investigates the effect of endoscopic tympanoplasty on the postoperative sensorineural element of hearing and other inner ear functions. Cases of endoscopic tympanoplasty admitted to the tertiary referral center in the period of the study were included. Important audiologic data were collected including the preoperative and postoperative bone conduction threshold and air bone gap. The total endoscopic usage time during surgery was collected. Appropriate statistical testing was performed using SPSS 20. RESULTS The study included 51 patients who had endoscopic tympanoplasty. The mean age was (33.65 ± 10.840) years. The study showed no statistically significant difference between the preoperative and postoperative bone conduction threshold. In addition, Pearson correlation test showed no statistical association between the total endoscopic usage time and the postoperative bone conduction threshold. No significant vertigo nor facial nerve affection were observed in the postoperative period. CONCLUSION Endoscopic tympanoplasty as an example of EES does not affect the inner ear structures, clinically described as it does not affect the postoperative sensorineural hearing, facial nerve function nor the balance.
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Abdelazim MH, Abdelazim AH, Moneir W. The effect of intra-nasal tetra sodium pyrophosphate on decreasing elevated nasal calcium and improving olfactory function post COVID-19: a randomized controlled trial. ALLERGY, ASTHMA, AND CLINICAL IMMUNOLOGY : OFFICIAL JOURNAL OF THE CANADIAN SOCIETY OF ALLERGY AND CLINICAL IMMUNOLOGY 2022; 18:67. [PMID: 35927706 PMCID: PMC9354346 DOI: 10.1186/s13223-022-00711-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Accepted: 07/26/2022] [Indexed: 11/18/2022]
Abstract
Background Olfactory dysfunction is recognized as a symptom of COVID-19. Reports revealed the nasal calcium increase has adverse effects on olfactory function. Tetra sodium pyrophosphate, a chelating agent, can bind calcium and help improve olfaction. Methods Sixty-four patients with olfactory dysfunction persisting for more than 90 days after COVID-19 were recruited. Participants were divided into 2 groups that received either 0.9% sodium chloride or 1% tetra sodium pyrophosphate for topical application. Olfactory function was tested with the Sniffin' Sticks test before treatment and 1 month later. In addition, nasal calcium was determined with an ion-selective electrode. Results After topical application of tetra sodium pyrophosphate compared to sodium chloride, improvement from anosmia to hyposmia with decrease in calcium level was demonstrated. As for the results of tetra-sodium pyrophosphate, 81% showed improved olfactory function and 19% did not exhibit olfaction improvement. Conclusions Intranasal application of tetra sodium pyrophosphate may be associated with improvement in olfactory function after COVID -19 infection. Trial registration Ethical Committee of Damietta Faculty of Medicine approved this study on January 2021 (approval number, IRB 00012367-21-03-010).
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Al-Arman AM, Moneir W, Amer HE, Ebada HA. Platelet rich fibrin augmented tympanoplasty versus cartilage tympanoplasty: a randomized clinical trial. Eur Arch Otorhinolaryngol 2024; 281:5739-5746. [PMID: 39042174 PMCID: PMC11512834 DOI: 10.1007/s00405-024-08819-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2024] [Accepted: 07/01/2024] [Indexed: 07/24/2024]
Abstract
OBJECTIVES The aim of the current study was to evaluate the efficacy of PRF-augmented fascia tympanoplasty versus cartilage tympanoplasty in repair of large TM perforations. METHODS This randomized clinical trial included 156 patients with dry large tympanic membrane perforations. Patients were randomly allocated into 2 groups, cartilage tympanoplasty group (n = 77) and platelet rich fibrin (PRF) augmented tympanoplasty group (n = 79). Graft take rates, hearing outcomes, operative time, and postoperative complications were documented and compared. RESULTS Graft take rate was 96.1% in the cartilage group and 93.7% PRF group with no statistically significant difference. Operative time was significantly longer in the cartilage group. No differences in the hearing outcomes and postoperative complications were reported. CONCLUSION Application of PRF on the fascia in tympanoplasty promotes healing of the tympanic membrane. PRF is safe, cheap, readily available, and easily prepared and applied. It increases the success rates of large tympanic membrane perforations without the need for cartilage grafts.
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Moneir W, Hemdan A, El-Kholy NA, El-Kotb M, El-Okda M. Endoscopic transcanal attico-antrostomy versus endoscopic-assisted canal wall up mastoidectomy in management of localized cholesteatoma: a randomized clinical trial. Eur Arch Otorhinolaryngol 2021; 279:4371-4378. [PMID: 34851451 DOI: 10.1007/s00405-021-07200-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Accepted: 11/23/2021] [Indexed: 10/19/2022]
Abstract
OBJECTIVES This study aims to compare results of endoscopic transcanal tympanoplasty with attico-antrostomy with endoscopic-assisted canal wall up mastoidectomy in treatment of cases of limited attic cholesteatoma. MATERIALS AND METHODS A prospective randomized single-blinded study involving 40 patients with limited attic cholesteatoma was conducted. Randomization of the patients into two groups was done; 20 patients are managed by endoscopic transcanal tympanoplasty with attico-antrostomy, while the other 20 patients are managed by endoscopic-assisted canal wall up mastoidectomy. Primary outcome is recidivism, while secondary outcomes include hearing results, operative time, pain score and associated complications. RESULTS Comparable recidivism rate was found in the two groups. The endoscopic-assisted canal wall up mastoidectomy group was associated with significantly longer duration of surgery and higher postoperative pain score. There was no significant difference between both the groups regarding hearing results and associated complications. CONCLUSION In localized attic cholesteatoma cases, endoscopic transcanal tympanoplasty with attico-antrostomy is a time-saving less-invasive reliable technique with good eradication results. CLINICAL TRIAL REGISTRY ClinicalTrials.gov (NCT04959539) "retrospectively registered" at 12/7/2021.
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Elmorsy I, Moneir W, Saleh AI, Khalil AT. Optimized fine-tuned ensemble classifier using Bayesian optimization for the detection of ear diseases. Comput Biol Med 2025; 191:110092. [PMID: 40215866 DOI: 10.1016/j.compbiomed.2025.110092] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2024] [Revised: 03/21/2025] [Accepted: 03/24/2025] [Indexed: 04/29/2025]
Abstract
External and middle ear diseases are common disorders, especially in children, and can be examined using a digital otoscope. Hearing loss can result from delayed diagnosis and treatment which is subjective and error-prone depending on the expertise of the otolaryngologist. For these reasons, deep learning-based automated diagnostic systems are highly needed. In this study, a novel weighted average voting ensemble classifier between MobileNet and DenseNet169 has been developed to diagnose and detect different ear conditions. Bayesian optimization was used to select hyperparameters that gave the best results during the training process. MobileNet and DenseNet169 were fine-tuned by updating the weights of all layers in addition to the newly added layers before fusing them into one ensemble classifier to improve the classification ability of the model and be more specific to our task. This study was performed on a public dataset consisting of 282 otoscopic images. All classes were considered except the Tympanostomy Tubes class for having only two samples. Consequently, the proposed model demonstrated promising results of 99.54 % accuracy and an AUC of 1. Grad-CAM++ saliency maps were employed to highlight the affected area and pertinent features of the otoscopic image. The proposed approach contributes to improving accuracy, decreasing the misdiagnosis rate, and developing an automatic ear disease classification tool.
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