Artificial Intelligence in Otology, Rhinology, and Laryngology: A Narrative Review of Its Current and Evolving Picture.

With technological advancements, artificial intelligence (AI) has progressed to become a ubiquitous part of human life. Its aspects in otorhinolaryngology are varied and are continuously evolving. Currently, AI has applications in hearing aids, imaging technologies, interpretation of auditory brain stem systems, and many more in otology. In rhinology, AI is seen to impact navigation, robotic surgeries, and the determination of various anomalies. Detection of voice pathologies and imaging are some areas of laryngology where AI is being used. This review gives an outlook on the diverse elements, applications, and advancements of AI in otorhinolaryngology. The various subfields of AI including machine learning, neural networks, and deep learning are also discussed. Clinical integration of AI and otorhinolaryngology has immense potential to revolutionize the healthcare system and improve the standards of patient care. The current applications of AI and its future scopes in developing this field are highlighted in this review.

Risk of Hearing Loss in Neonates and Toddlers with in Utero Exposure to SARS-CoV-2.

OBJECTIVE: Given the prevalence of neonatal hearing loss (HL) associated with intrauterine viral exposures, the goal of this study is to provide information on neonatal HL in the context of the COVID-19 pandemic. METHODS: Data were drawn from the COVID-19 Mother Baby Outcomes (COMBO) Initiative. 1007 participants completed the newborn hearing screen as part of routine clinical care (COMBO-EHR cohort) and 555 completed the National Survey of Children's Health (NSCH) at 2 and/or 3 years of age for research purposes (COMBO-RSCH cohort). Maternal SARS-CoV-2 infection status during pregnancy was determined through electronic health records and maternal-reported questionnaires. RESULTS: In adjusted multivariate logistic regression models covarying for newborn age at assessment, mode of delivery, and gestational age at delivery, there was no significant association between intrauterine SARS-CoV-2 exposure and newborn hearing screening failure (OR = 1.05, 95% CI = 0.39-2.42, p = 0.91) in the COMBO-EHR cohort. In the COMBO-RSCH cohort, there were similar non-significant associations between intrauterine exposure to SARS-CoV-2 and maternal-reported concern for HL on the NSCH (OR = 1.19 [95% CI = 0.30-4.24], p = 0.79). CONCLUSION: There is no association between intrauterine exposure to SARS-CoV-2 and failed hearing screen in neonates. Similarly, based on the NSCH, there is no association between intrauterine exposure to SARS-CoV-2 and maternal-reported concern for hearing in toddlers. These results offer reassurance given the widespread nature of this pandemic with tens of millions of fetuses having a history of intrauterine exposure. LEVEL OF EVIDENCE: Level 4 Laryngoscope, 2024.

Follow-up strategies in pediatric cholesteatoma: a systematic review.

PURPOSE: The aim of this article was to systematically review the literature on the pediatric population surgically treated for cholesteatoma and describe the applied post-operative follow-up strategies. METHODS: A systematic review was conducted following the Primary Reporting Items for Systematic Review and Meta-analysis (PRISMA) statement recommendations. After running the selected search string in PubMed, Scopus and Google Scholar, studies in English, reporting on surgically treated pediatric cholesteatoma patients (age younger or equal to 18 year-old) were retrieved. Both primary and revision cholesteatoma surgeries were included. Articles lacking specific data on post-surgical follow-up and case series with less than 10 patients were excluded. RESULTS: Nineteen papers, published between 2000 and 2023, were included for final analysis. Fourteen studies were retrospective and five prospective, for a total of 1319 patients and 1349 operated ears. Male to female ratio was 1.8:1, with a mean age at surgery of 10.4 years (range 1-18). The mean length of the follow-up after surgery was 4.4 ± 1.7 years (range 1-6.9). Clinical follow-up was detailed in 9 studies (47%) with otomicroscopy being the most common evaluation. In most articles (n = 8, 50%), MRI alone was utilized for radiological follow-up, while in 3 studies (19%), CT scans were employed exclusively. In 5 studies (31%), MRI was combined with CT scans. The timing of radiological investigations varied widely (ranging from 6 months to 3 years). A second-look strategy was reported in 14 studies (74%). CONCLUSION: This systematic review highlights the heterogeneity of the follow-up strategies applied to pediatric patients after cholesteatoma surgery, both in terms of timing and types of investigations.

Reduction of Antibiotic-Associated Conditions After Tympanostomy Tube Placement in Children.

OBJECTIVE: Tympanostomy tube placement has been shown to decrease systemic antibiotics usage in patients with recurrent acute otitis media. Systemic antibiotics in children are associated with an increase in antibiotic-associated conditions (asthma, allergic rhinitis, food allergy, atopic dermatitis, celiac disease, overweight/obesity, attention-deficit hyperactivity disorder [ADHD], autism, learning disability, and Clostridium difficile colonization) later in life. The objective of this study is to estimate whether tympanostomy tube placement is associated with a reduction in antibiotic-associated conditions in children with recurrent acute otitis media (RAOM). METHODS: A retrospective cohort review of electronic medical records from 1991 to 2011 at a large pediatric hospital system was performed identifying 27,584 patients under 18 years old with RAOM, defined by 3 or more episodes of AOM. Antibiotic-associated conditions were defined using ICD-9 and ICD-10 codes. RESULTS: The enrollment population was largely composed of White patients (28.9%), Black patients (30.1%), and Hispanic/Latino patients (16.4%). The number of systemic antibiotics prescribed per encounter was significantly lower in children who pursued tympanostomy tubes (0.14 antibiotics per encounter) versus those who did not (0.23 antibiotics per encounter) (p < 0.001). Patients with RAOM who received tympanostomy tubes were less likely to have diagnoses of overweight/obesity (OR. 0.62 [0.55, 0.68]; p < 0.001), asthma (OR 0.8 [0.74, 0.87]; p < 0.001), allergic rhinitis (OR 0.72 [0.65, 0.81]; p < 0.001), and atopic dermatitis (0.78 [0.71, 0.86]; p < 0.001). CONCLUSIONS AND RELEVANCE: Tympanostomy tube placement is associated with less systemic antibiotic administration and a decreased incidence of overweight/obesity, asthma, allergic rhinitis, and atopic dermatitis in children diagnosed with RAOM. LEVEL OF EVIDENCE: 4 Laryngoscope, 2024.

Comparing the educational quality of YouTube and Facebook videos on tympanostomy tubes.

PURPOSE: Patients often refer to online materials when researching surgical procedures. This study compares the educational quality of online videos about tympanostomy tubes on two popular video platforms: YouTube and Facebook. This study provides clinicians with context about the content and quality of information patients may possess after watching online videos on tympanostomy tubes. MATERIALS AND METHODS: YouTube and Facebook were searched using key terms related to tympanostomy tubes. Videos were screened and scored in triplicate. DISCERN quality, content, production, and alternative medicine scores were assigned. Statistical analysis was conducted using GraphPad Prism. RESULTS: 76 YouTube and 86 Facebook videos were analyzed. DISCERN quality scores (mean = 1.8 vs. 1.4, P < .0001), content scores (mean = 1.7 vs. 1.0, P < .0001), and production scores (mean = 4.8 vs. 4.6, P = .0327) were significantly higher on YouTube compared to Facebook. 33 % of Facebook videos referenced alternative medicine, as compared with 0 % of YouTube videos (P < .0001). Physician/hospital-generated videos had significantly higher DISCERN and content scores than parent-, product-, and chiropractor-generated videos. Views did not correlate with DISCERN or content scores. CONCLUSION: YouTube is a better platform than Facebook for educational videos about tympanostomy tubes. YouTube videos had higher educational quality, more comprehensive content, and less alternative medicine. One third of Facebook videos advocated for alternative treatments. Importantly, videos on both platforms were of limited educational quality as demonstrated through low DISCERN reliability scores and coverage of few important content areas.

External Auditory Canal Exostosis and the California Surfer Population: A Cross-Sectional Study.

OBJECTIVES: California has the most surfers in the United States and a high prevalence of external auditory canal exostoses (EACEs) among them. We aimed to characterize their EACE knowledge, use of earplugs, and barriers toward earplug use. METHODS: A RedCap survey was distributed to online surfing forums and surfers at California beaches. Descriptive statistics and regression analyses were used to characterize responses. RESULTS: Our cohort included 334 primarily male (n = 269, 81.52%), college-educated (n = 237, 71.17%) surfers who were on average 30.79 years old (SD = 11.07). Two hundred and ninety-seven (90.00%) heard of EACE and 317 (96.06%) believed earplugs prevent EACE. However, 214 (64.85%) had never used earplugs. Multivariable logistic regression found increased age (OR = 1.04, 95% CI = [1.00-1.08], p = 0.03), higher EACE knowledge quiz scores (OR = 1.47, 95% CI = [1.19-1.80], p < 0.001), and primarily surfing in Southern California (OR = 2.19, 95% CI = [1.15-4.16], p = 0.02) increased the likelihood of earplug use. Common reasons against earplug use included reduced hearing, discomfort, and social hindrance. Two hundred and eighty-seven (86.45%) would wear earplugs following more EACE knowledge. They preferred learning from surf community members, doctors, and surf events. CONCLUSION: Low earplug use despite awareness of EACE preventability suggests a need for EACE education among California surfers and more accessible, user-friendly earplugs. Younger, less-skilled surfers who were more commonly unaware of EACE may represent a key intervention group. Education could be promoted through partnerships between health professionals and renowned surf organizations, as most participants indicated a willingness to use earplugs post-education. LEVEL OF EVIDENCE: N/A Laryngoscope, 2024.

Errata and Corrigenda in the OHNS Literature.

Objectives: To analyze trends in error publication in the top Otolaryngology-Head and Neck Surgery (OHNS) journals. Methods: A retrospective bibliometric analysis utilizing journal-specific search engines of the top 30 OHNS journals (by impact factor) were queried for "errata OR erratum OR corrigenda OR corrigendum OR correction OR corrections," utilizing errors published between 2000 and 2023. Corrections were classified into "erratum" for errors originating from the journal and "corrigendum" for errors originating from the author. Error severity was categorized as trivial, minor, or major, based on the magnitude of their impact on outcomes or their interpretation by the reader. Results: Of the 739 analyzed errors, 62.5% (n = 462) were errata and 37.5% (n = 277) corrigenda, averaging 26.39 (±27.5) errors per journal. There was no correlation between impact factor and error occurrence (P = .979). Trends demonstrated growing numbers of errors published over the years. Mean duration between the publication date of the original article and the error was 10.8 months (±19.4 months), but there was no significant correlation between impact factor and this duration (P = .953). Most corrected articles were original research articles (n = 568, 76.9%), predominantly with the first author from the United States (n = 262, 36.1%). Most errors involved authorship (n = 273, 36.9%) and were "Trivial" in severity (n = 544, 73.6%). However, 72 (9.7%) errors were "Major" and altered the article's findings or interpretation significantly. Conclusion: A multitude of errors exist in the otolaryngology field. Despite most being insignificant and affecting authorship, roughly 10% significantly affect an article's conclusions/outcomes.Level of Evidence: 4.

A Rare Case of Osia Extrusion. Our Management Proposal.

The Cochlear™ Osia® System is a hearing system indicated for patients with conductive and mixed hearing loss or unilateral deafness. Given its recent introduction, this is one of the first cases in the literature of implant dehiscence with treatment using local flaps with excellent aesthetic and functional outcomes.

Digital otoscopy in remote consultations.

Introduction: Otoscopes and otomicroscopes are the most commonly used instruments for visualizing the ear. Digital otoscopy (DO) could be used to improve diagnostics in primary health care by utilizing image enlargement. The aim of the study was to explore the possibilities of DO in remote consultations. Materials and Methods: Based on real-life referrals, 45 otologic outpatients were recruited. DO was performed followed by an attending otologist's appointment, serving as the gold standard. Twenty-four patient cases were analyzed on a digital platform as remote consultation cases containing the given referral information supplemented with DO videos (DOVs). A total of 71 evaluations were performed by five otologists. The quality of the DOVs, their suitability for remote consultations, the accuracy of diagnoses and the usefulness of remote consultations were determined. Results: The average DOV quality was judged to be 7.4 ± 0.3 (mean ± standard error of the mean; scale of 1-10). The diagnosis was correct in 79% of the cases. In 59% of the patients, the otologists considered that remote consultation could have replaced an in-person visit. Conclusions: In our simulated remote consultation setup, DOV quality was sufficient for diagnostic purposes, DO improved diagnostics and treatment planning in most cases and could be used to reduce the need for in-person visits. DO-aided remote consultation may improve diagnostics and access to care.Level of evidence: 3.

3D-printed temporal bone models for training: Does material transparency matter?

PURPOSE: To investigate the impact of 3D-printed temporal bone models with two different material transparencies on trainees' mastoidectomy performance. METHODS: Eleven ORL residents performed two anatomical mastoidectomies with posterior tympanotomy on two 3D-printed models with different transparency and VR simulation training. Participants where divided into two groups based on their experience. Within each group participants were randomized to start with the model printed in a completely opaque material or in a material featuring some degree of transparency. After drilling on 3D-printed models, the participants performed two similar mastoidectomies on human cadavers: one on the left side of one cadaver and one on the right side of another cadaver. After drilling 3D-printed models and cadavers, the final-product performances were evaluated by two experienced raters using the 26-item modified Welling Scale. Participants also evaluated the models using a questionnaire. RESULTS: Overall, the participants performed 25 % better on the 3D-printed models featuring transparency compared to the opaque models (18.6 points vs 14.9 points, mean difference = 3.7, 95 % CI 2.0-5.3, P < 0.001)). This difference in performance was independent of which material the participants had drilled first. In addition, the residents also subjectively rated the transparent model to be closer to cadaver dissection. The experienced group starting with the 3D-printed models scored 21.5 points (95 % CI 20.0-23.1), while the group starting with VR simulation training score 18.4 points (95 % CI 16.6-20.3). CONCLUSION: We propose that material used for 3D-printing temporal bone models should feature some degree of transparency, like natural bone, for trainees to learn and exploit key visual cues during drilling.

Hidden hearing loss in a Charcot-Marie-Tooth type 1A mouse model.

Hidden hearing loss (HHL), a recently described auditory neuropathy characterized by normal audiometric thresholds but reduced sound-evoked cochlear compound action potentials, has been proposed to contribute to hearing difficulty in noisy environments in people with normal hearing thresholds, a widespread complaint. While most studies on HHL pathogenesis have focused on inner hair cell (IHC) synaptopathy, we recently showed that transient auditory nerve (AN) demyelination also causes HHL in mice. To test the impact of myelinopathy on hearing in a clinically relevant model, we studied a mouse model of Charcot-Marie-Tooth type 1A (CMT1A), the most prevalent hereditary peripheral neuropathy in humans. CMT1A mice exhibit the functional hallmarks of HHL together with disorganization of AN heminodes near the IHCs with minor loss of AN fibers. These results support the hypothesis that mild disruptions of AN myelination can cause HHL, and that heminodal defects contribute to the alterations in the sound-evoked cochlear compound action potentials seen in this mouse model. Also, these findings suggest that patients with CMT1A or other mild peripheral neuropathies are likely to suffer from HHL. Furthermore, these results suggest that studies of hearing in CMT1A patients might help develop robust clinical tests for HHL, which are currently lacking.

A study on the efficacy of combined surgery in advanced-stage congenital cholesteatoma with canal-wall-up surgery.

PURPOSE: This study aimed to compare the outcomes of patients with advanced congenital cholesteatoma who underwent microscopic or endoscope-combined Canal Wall Up Tympanomastoidectomy (CWUT) in our clinic and to determine the contribution of endoscope use in reducing recurrence/residual rates. METHODS: In this retrospective study, the data of individuals who underwent microscopic or combined endoscopic surgery between 2008 and 2022 in our clinic were scanned from the database. Demographic data, preoperative computed tomography (CT) findings, preoperative and postoperative hearing results, operation and intraoperative status of the ossicles, duration of surgery, postoperative follow-up period, recurrence and residual disease status during follow-up were investigated. RESULTS: The data of 37 pediatric cases operated in our clinic were included in the study. All of the included cases were Potsic Stage 4 patients who underwent CWUT. The mean age of the operated individuals was 8.7 years (5-12 years) and the mean follow-up period was 47.3 months (12-112 months). 19 cases were performed microscopically only, 2 recurrences and 5 residuals were detected. 18 cases were performed combined and 1 recurrence and 1 residual was found. CONCLUSION: In this study, it was determined that using an endoscope together with a microscope in congenital cholesteatoma cases, decreased the rate of recurrence and residual disease by protecting the external auditory canal in patients with advanced mastoid invasion.

Tele-otology for Aboriginal and Torres Strait Islander People Living in Rural and Remote Areas.

OBJECTIVE: To evaluate a referral-based, tele-otology service in rural and remote areas of the Northern Territory, Australia. METHODS: A retrospective observational cohort study was performed of a tele-otology service in 93 Aboriginal and Torres Strait Islander communities (2011 to 2019). Assessments included face-to-face examinations performed by Clinical Nurse Consultants and audiologists, and asynchronous reviews performed by otolaryngologists. Multivariable logistic regression was performed to determine the likelihood of ear disease, adjusted for age and gender. Intra- and inter-rater agreement was assessed between otolaryngologists. RESULTS: A total of 3,950 patients were reviewed (6,838 encounters, 13,726 ear assessments). The median age of patients was 9.8 years (interquartile range: 7.2 years). Overall, 62.2% of patients were identified with ear disease and 62.5% identified with hearing loss. Substantial intra- and inter-rater agreement in diagnosis was found between otolaryngologists (κ = 0.71 and κ = 0.78, respectively). The most common ear conditions identified were chronic otitis media (COM, 28.1%) and otitis media with effusion (OME, 16.5%). Topical or oral antibiotics were initiated in 14.1% of all encounters, most often for acute otitis media or COM. Surgery was recommended in 27.7% of all encounters, most often myringoplasty, adenoidectomy, and myringotomy with insertion of tympanostomy tubes. CONCLUSION: Tele-otology is a critical component of an integrated approach to evaluating ear disease in Indigenous people living in rural and remote areas. The high prevalence of OME, COM, and surgical recommendations highlights the need for community engagement, regular follow-up, and early interventions to prevent long-term hearing loss. LEVEL OF EVIDENCE: N/A Laryngoscope, 2024.

Validation and cross-cultural adaptation of the Arabic version of the Ear Outcome Survey-16 (EOS-16).

Background: The Ear Outcome Survey-16 (EOS-16) has been validated according to the health-related quality of life (HRQol) survey guidelines. It has important compatible aspects in evaluating patients with chronic otitis media (COM) suitable for consultation. This study aimed to develop and standardize the Arabic version of the EOS-16 to be used by clinicians in the Arab world while maintaining the conceptual equivalence. Methods: A prospective cross-sectional study was conducted in Damascus between July 2023 and November 2023 to develop an Arabic version of the EOS-16. The translation was produced according to the cross-cultural adaptation guidelines. Both experts' and participants' opinions as regards face validity were obtained in this study. Internal consistency was evaluated by the Cronbach alpha coefficient. Test-retest reliability was assessed using the intraclass correlation coefficient (ICC) and Pearson correlation. Results: A total of 81 patients enrolled in the study, with an average age of 34.75 years and a standard deviation of 11.84 years with a sex ratio of 0.62 for females. All had inactive mucosal COM (dry perforation). The overall score of the EOS-16 survey was 31.72 with a standard deviation of 13.42 suggesting bothering and influencing symptoms in COM patient's daily life. Excellent internal consistency was noted (Cronbach α = .89). Robust correlation was found between test-retest overall scores (r = .90). Reallocation of the items of the EOS-16 improved the internal consistency of the subdivisions in COM patients. Conclusion: The Arabic version of the EOS-16 is a simple, clear, reliable, reproducible, and valid HRQoL survey. It is a useful and important instrument that helps physicians in making decisions regarding the patient's treatment and follow-up.

[An unusual case: fracture of the handle of the malleus due to finger manipulation]. / Ein ungewöhnlicher Fall: Fraktur des Hammergriffs durch Fingermanipulation.

An isolated fracture of the handle of the malleus is a rare entity in otorhinolaryngology and manifests clinically as acute-onset unilateral hearing loss. Several factors may cause this injury, including acute barotraumatic pressure changes or traumatic events. Various therapeutic approaches such as tympanoplasty, autologous graft, or application of bone cement are discussed. We report the case of a 46-year-old female patient who developed acute hearing loss in her left ear after finger manipulation. Clinical evaluation revealed axial displacement of the handle of the malleus and audiometry indicated conductive hearing loss. After otoscopy, audiometry, and computed tomography, tympanoscopy was indicated due to suspicion of ossicular chain disruption. Intraoperatively, an isolated fracture of the handle of malleus was found, which was treated with glass ionomer cement. Following postoperative examination, there was progressive improvement in the acoustic transmission component, such that a normal hearing threshold was observed 4 months postoperatively. This case report underlines the importance of precise diagnosis and individualized treatment for rare middle ear injuries.

Access to Sudden Hearing Loss Care at Urgent Care Centers.

OBJECTIVES: To compare patient access to urgent care centers (UCCs) with a diagnosis of sudden hearing loss based on insurance. METHODS: One hundred twenty-five random UCCs in states with Medicaid expansion and 125 random UCCs in states without Medicaid expansion were contacted by a research assistant posing as a family member seeking care on behalf of a patient with a one-week history of sudden, unilateral hearing loss. Each clinic was called once as a Medicaid patient and once as a private insurance (PI) patient for 500 total calls. Each phone encounter was evaluated for insurance acceptance and self-pay price. Secondary outcomes included other measures of timely/accessible care. Chi-square/McNemar's tests and independent/paired sample t-tests were performed to determine whether there were statistically significant differences between expansion status and insurance type. Calls ended before answering questions were not included in the analysis. RESULTS: Medicaid acceptance rate was significantly lower than PI (68.1% vs. 98.4%, p < 0.001). UCCs in Medicaid expansion states were significantly more likely to accept Medicaid (76.8% vs. 59.2%, p = 0.003). The mean wage-adjusted self-pay price was significantly greater in states with Medicaid expansion at $169.84 than in states without at $145.34 when called as a Medicaid patient (mean difference: $24.50, 95% Confidence Interval: $0.45-$48.54, p = 0.046). The rates of referral to an emergency department and self-pay price nondisclosure rates were greater for Medicaid calls than for private insurance calls (8.2% vs. 0.4% and 17.4% vs. 5.8%; p < 0.001 for both). CONCLUSION: Medicaid patients with otologic emergencies face reduced access to care at UCCs. LEVEL OF EVIDENCE: NA Laryngoscope, 2024.

The Application of Artificial Intelligence to Acoustic Data in Otolaryngology.

Artificial intelligence (AI), particularly deep learning, has revolutionized various fields through its ability to model complex, noisy systems with high accuracy. Driven by advancements in deep neural networks (DNNs), hardware, and data digitization, deep learning now rivals human performance in many tasks. This review focuses on the application of deep learning in otolaryngology, specifically within laryngology and otology. By leveraging digital archives of acoustic and other clinical data, these specialties are beginning to integrate DNNs to enhance patient care. We examine key studies, challenges, and the potential of AI to transform these subdisciplines.

Goodhill syndrome: a case report.

Conductive hearing loss with a normal tympanic membrane is a common reason for otolaryngology consultation, with otospongiosis being the most frequent cause and House syndrome being extremely rare, requiring systematic investigation. We report the case of a 31-year-old woman who presented with conductive hearing loss with a normal tympanic membrane. A temporal bone computed tomography (CT) scan confirmed a House-Goodhill syndrome due to fixation of the malleus head. Surgical intervention was considered to remove the attic bone synostosis with the malleus head, resulting in a significant clinical improvement. The Goodhill syndrome is a rare condition that causes hearing loss with a normal eardrum. The surgery can highly improve the hearing function.