A Deep Learning Approach to Predict Conductive Hearing Loss in Otitis Media With Effusion Using Otoscopic Images

2022 ◽  
Author(s):  
Junbo Zeng ◽  
Weibiao Kang ◽  
Sujun Chen ◽  
Yi Lin ◽  
Wenting Deng ◽  
...  
Author(s):  
Fatemeh Mirashrafi ◽  
Babak Saedi ◽  
Mahtab Rabbani Anari ◽  
Gholamreza Garmaroudi ◽  
Roja Toosi ◽  
...  

Background: Orofacial cleft is one of the most common congenital malformations of craniofacial region. Otitis media with effusion causing conductive hearing loss is a considerable challenge for many children with cleft lip and palate. The aim of this study was to evaluate the prevalence of hearing disorders and associated malformations in these patients. Methods: The research population consisted of patients with cleft palate, between years 2012 and 2014, who were referred to Children’s Medical Center and Vali-e-Asr hospital in Tehran, Iran. Otoscopic examination, tympanometry, pure tone audiometry and echocardiography were performed for each patient. Results: Among patients with cleft palate, 73% suffered from hearing disorders. There was no relationship between prevalence of hearing loss and sex, presence of other congenital anomalies and degree of cleft, but middle ear diseases were significantly higher in children younger than 2 years. Among patients with cleft lip or palate, 10% suffered from cleft lip, 63% suffered from cleft palate and 27% suffered from cleft lip and palate. There was at least one congenital anomaly in 53% of patients. Conclusion: This study demonstrates high prevalence of otitis media with effusion and conductive hearing loss in patients with cleft. However, audiologic problems are alleviated when patients become older.


1980 ◽  
Vol 89 (3_suppl) ◽  
pp. 200-206 ◽  
Author(s):  
Thomas J. Fria ◽  
Diane L. Sabo

Auditory brainstem responses (ABR) were recorded in 14 infants and toddlers and 12 school-age children with a previous history of recurrent otitis media with effusion (OME), or otoscopic and tympanometric evidence of persistent OME, or both. ABR tests were performed immediately before and after myringotomy and tympanostomy tube insertion in the younger subjects. For the school-age children, ABR tests were performed following otoscopy, tympanometry, and pure tone audiometry. The results demonstrate that the latency of both wave I and wave V of the ABR was sensitive (82% and 100%, respectively) to the presence of OME. Wave I also identified the absence of OME (specificity = 100%) whereas wave V did not (specificity = 25%). ABR latency was significantly decreased postoperatively in ears found to have OME, but not in ears found to have no OME. In the school-age subjects the ABR was used to predict the conductive hearing loss at 4000 Hz with less than a 20 dB error in virtually all subjects. The ABR latency delay was also found to be related to conductive hearing impairment at lower pure tone frequencies and to the average conductive loss at a variety of pure tone frequencies. Predictions of the presence of a conductive hearing loss from these relationships promise to be impressively accurate. The results suggest that the ABR can be a valuable tool for detecting the presence of conductive hearing impairment in infants and young children suspected to have OME and perhaps as an estimate of the degree of impairment.


1986 ◽  
Vol 95 (4) ◽  
pp. 429-433 ◽  
Author(s):  
Susan G. Phillips ◽  
Richard T. Miyamoto

Acrocephalosyndactyly (Apert syndrome) is a rare cranlosynostotic syndrome characterized by acrocephaly, syndactyly of the hands and feet, and—occasionally—-conductive hearing loss. We report three cases of conductive hearing loss in Apert syndrome. One patient was found to have bilateral stapes fixation. His daughter (the second case) had chronic bilateral otitis media with effusion. The third case involved a fixed Incus and hypomobile stapes. The management of these patients and a review of the literature are presented.


2021 ◽  
Vol 20 (1) ◽  
pp. 72-76
Author(s):  
Mohammad Mahabubul Alam Chowdhury ◽  
Kamrul Hassan Tarafder ◽  
Pran Gopal Datta ◽  
Mostafa Zaman ◽  
Nasima Akhtar ◽  
...  

Background : Hearing impairment is one of the leading causes of disability in Bangladesh. Since half the cases can be prevented through public awareness, early detection and timely management, planning of public health interventions become necessary. To achieve this, a nationwide level of evidence is required. This survey was conducted with the aim of determining the prevalence of hearing impairment in Bangladesh. Materials and methods : The study was a cross-sectional one, conducted between January to May 2013, where a multistage, geographically clustered sampling approach was used. A total of 52 primary sampling units were selected, and from each unit households were selected at random followed by random selection of an individual from each household. In total, 5,220 people were targeted out of which data collection could be completed from 4260 individuals. (82%). Following clinical assessment of study subjects, hearing status was assessed by pure tone audiometry and otoacoustic emission test. Results : The mean age was 32 years among which 58% were females. Among men, there were 29% students, 28% agriculture workers and 14% business men. A major portion of females (63%) were home makers. On clinical examination, 11.5% respondents had impacted ear wax, 6.2% had chronic middle ear infections with eardrum perforation, and 5.3% had otitis media with effusion.On hearing assessment, 34.6% respondents had some form of hearing loss (>25dB in better ear). Conductive hearing loss was found in 12.0%, sensorineural in 4.5% and mixed in 3.8%, where the latter two increased in prevalence with age. Out of the total respondents, 9.6% had disabling hearing loss according to WHO criteria, with a higher prevalence in adults > 60 years(37%). Logistic regression analysis showed age, socioeconomic status, presence of ear wax, chronic suppurative otitis media, otitis media with effusion and otitis externa were significant predictors of disabling hearing loss. Conclusion : The major causes of conductive hearing loss are chronic suppurative otitis media and otitis media with effusion. Chatt Maa Shi Hosp Med Coll J; Vol.20 (1); January 2021; Page 72-76


2014 ◽  
Vol 24 (1) ◽  
pp. 4-10
Author(s):  
Melody Harrison

Otitis media with effusion (OME) is described as a collection of fluid in the middle ear, without signs or symptoms of acute ear infection ( Stool, Berg, Berman, & Carney, 1994). The accumulated fluid decreases the ability of both the tympanic membrane (eardrum) and the ossicles in the middle ear to vibrate, resulting in a mild conductive hearing loss. Although 28 decibels (dB) is the average hearing loss associated with OME, the range is quite wide. While some children experience no hearing loss, about 20% have hearing loss of 35 dB or greater ( Gravel, 2003).


2020 ◽  
Vol 22 (1) ◽  
pp. 48-52
Author(s):  
Raju Barua ◽  
Kamrul Hassan Tarafder ◽  
Mohammad Wakilur Rahman ◽  
Abu Naser Md Jamil ◽  
Farzana Haque ◽  
...  

Objective: To find out relation between enlarged adenoid and otitis media with effusion (OME), degree of hearing loss in OME cases with the size of the adenoids and degree of pressure changes in middle ear in OME cases with the size of adenoids. Method: This Prospective Study was carried out Bangabandhu Sheikh Mujib Medical University, Shahbag, Dhaka and Specialized ENT Hospital of SAHIC, Mohakhali, Dhaka from September 2010 to March 2011 (7 months). Randomly selected 50 children (Age below 12 years) with enlarged adenoid in outdoor & indoor. Patient with sensorineural hearing loss and conductive hearing loss with other than enlarged Adenoids are exclude in this study. Result: In this study, 58% had hearing loss in which 38% were mild and 20% were moderate loss. 54% of ears had negative pressure. 22 cases of severe adenoids of which 72.72% had OME.10 out of 16 OME with severe adenoids cases having hearing loss were in 26-40 db range and middle ear pressure is -201 to -400 dapa. Conclusion: Early diagnosis and treatment of enlarged adenoids should be aparciated to decrease the incidence, morbidity and complications of otitis media with effusion. Bangladesh J Otorhinolaryngol; April 2016; 22(1): 48-52


1997 ◽  
Vol 111 (10) ◽  
pp. 913-916 ◽  
Author(s):  
M. P. Richardson ◽  
A. Reid ◽  
T. J. Williamson ◽  
M. J. Tarlow ◽  
P. T. Rudd

AbstractAcute otitis media and otitis media with effusion (OME) have often been observed in children with bacterial meningitis. OME has also been proposed as the mechanism of reversible hearing loss after meningitis. In this controlled study, children with acute bacterial meningitis were studied using auditory brainstem responses (ABR), otoacousticemissions, tympanometry and otoscopy. An age- and sex- matched control was recruited for each patient and the incidence of acute otitis media and OME was compared between the twogroups. One hundred and twenty-four children with meningitis were studied. Ninety-two children (74 per cent) had meningococcal meningitis. Five patients (4 per cent) had conductive hearing loss (ABR threshold≥30 dB HL) at the time of discharge from hospital. None of the patients or controls had acute otitis media. Patients and controls were well matched for risk factors for OME and the prevalence of middle ear effusion in patients and controls was 7.2 per cent and 11.3 per cent respectively. The relative risk of OME in the children with meningitis was 0.64 (95 per cent confidence interval 0.29 to 1.42). After nine months, three of the five children with meningitis and conductive hearing loss had regained normal hearing.In contrast to previous reports, there was no relationship between bacterial meningitis and acute otitis media or OME in this study. Nevertheless, coincidental conductive hearing defects were identified as the cause of reversible hearing loss in three patients.


2021 ◽  
Vol 5 (4) ◽  
pp. 1187-1198
Author(s):  
Rizandiny ◽  
Ahmad Hifni ◽  
Erial Bahar ◽  
Abla Ghanie

Background: Chronic suppurative otitis media (CSOM) is a chronic inflammation of the mucosa and periosteum of the middle ear and mastoid cavity that defined as a perforated tympanic membrane with persistent drainage for more than 2 months. Preoperative hearing threshold and air bone gap (ABG) assessment are expected to predict the ossicular status which can only be ascertained intraoperatively. This study aimed to determine the correlation between intra-operative ossicular status and the degree of conductive hearing loss assessed based on the hearing threshold and average ABG among CSOM patients in RSUP Dr. Mohammad Hoesin Palembang. Methods: Observational research using a cross sectional design. The data were collected using medical record on 64 subjects with a diagnosis of CSOM who underwent mastoidectomy surgery at Dr. Mohammad Hoesin Hospital Palembang for the period of March 2019 to June 2021. Results: From 64 samples conducted in the study, the average ossicular status score in CSOM patients was 1.84 ± 1.48, with the highest group scoring 0 being the malleus incus and intact stapes as many as 21 patients (31.3%). There was a strong positive correlation between hearing threshold scores and intra-operative ossicular status scores (p<0.005, R=0.5) and there was a strong positive correlation between ABG scores and intra-operative ossicular status scores (p <0.005, R=0.6). From the linear regression test, the most influential in predicting intra-operative ossicular status scores were gender, hearing threshold value, ABG value, and the presence of cholesteatoma Conclusions: There is a significant relationship between intra-operative ossicular status and the degree of conductive hearing loss in CSOM patients.


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