Automated hearing loss type classification based on pure tone audiometry data.

Hearing problems are commonly diagnosed with the use of tonal audiometry, which measures a patient's hearing threshold in both air and bone conduction at various frequencies. Results of audiometry tests, usually represented graphically in the form of an audiogram, need to be interpreted by a professional audiologist in order to determine the exact type of hearing loss and administer proper treatment. However, the small number of professionals in the field can severely delay proper diagnosis. The presented work proposes a neural network solution for classification of tonal audiometry data. The solution, based on the Bidirectional Long Short-Term Memory architecture, has been devised and evaluated for classifying audiometry results into four classes, representing normal hearing, conductive hearing loss, mixed hearing loss, and sensorineural hearing loss. The network was trained using 15,046 test results analysed and categorised by professional audiologists. The proposed model achieves 99.33% classification accuracy on datasets outside of training. In clinical application, the model allows general practitioners to independently classify tonal audiometry results for patient referral. In addition, the proposed solution provides audiologists and otolaryngologists with access to an AI decision support system that has the potential to reduce their burden, improve diagnostic accuracy, and minimise human error.

Efficacy and Safety of Intranasal Betahistine in the Treatment of Surgery-Induced Acute Vestibular Syndrome: A Double-Blind, Randomized, Placebo-Controlled Phase 2 Study.

OBJECTIVE: To evaluate the safety and efficacy of AM-125 nasal spray (intranasal betahistine) in the treatment of surgery-induced acute vestibular syndrome (AVS). STUDY DESIGN: Prospective, double-blind, randomized, placebo-controlled exploratory phase 2 study with dose escalation (part A) followed by parallel dose testing (part B); open-label oral treatment for reference. SETTING: Twelve European study sites (tertiary referral centers). PATIENTS: One hundred and twenty-four patients 18 to 70 years old undergoing surgery for vestibular schwannoma resection, labyrinthectomy or vestibular neurectomy with confirmed bilateral vestibular function presurgery and acute peripheral vertigo postsurgery. INTERVENTIONS: AM-125 (1, 10, or 20 mg) or placebo or betahistine 16 mg p.o. t.i.d. for 4 weeks, starting 3 days postsurgery; standardized vestibular rehabilitation. MAIN OUTCOME MEASURES: Tandem Romberg test (TRT) for primary efficacy, standing on foam, tandem gait, subjective visual vertical and spontaneous nystagmus for secondary efficacy, Vestibular Rehabilitation Benefit Questionnaire (VRBQ) for exploratory efficacy; nasal symptoms and adverse events for safety. RESULTS: At treatment period end, mean TRT improvement was 10.9 seconds for the 20-mg group versus 7.4 seconds for the placebo group (mixed model repeated measures, 90% confidence interval = 0.2 to 6.7 s; p = 0.08). This was corroborated by nominally higher frequency of complete spontaneous nystagmus resolution (34.5% vs. 20.0% of patients) and improvement in the VRBQ; the other secondary endpoints showed no treatment effect. The study drug was well tolerated and safe. CONCLUSIONS: Intranasal betahistine may help accelerate vestibular compensation and alleviate signs and symptoms of vestibular dysfunction in surgery-induced AVS. Further evaluation in a confirmatory manner appears warranted.

Numerical analysis of the ostiomeatal complex aeration using the CFD method.

We aimed to analyse ostiomeatal complex (OMC) aeration using the computational fluid dynamics (CFD) method of simulation based on human craniofacial computed tomography (CT) scans. The analysis was based on CT images of 2 patients: one with normal nose anatomy and one with nasal septal deviation (NSD). The Reynolds-Average Simulation approach and turbulence model based on linear eddy viscosity supplemented with the two-equation k-[Formula: see text] SST model were used for the CFD simulation. As a result, we found differences in airflow velocity through the ostiomeatal complex in patients with a normal nose and those with NSD. In a patient with NSD, the flow is turbulent in contrast to the normal nose (laminar flow). A faster (more intensive) airflow through the OMC was observed in the wider nasal cavity of the patient with NSD than on the narrower side. In addition, we want to emphasise the higher speed of airflow through the apex uncinate process area towards the ostiomeatal complex during exhalation, which, in the presence of secretions in the nose, predisposes to its easier penetration into the sinuses of the anterior group.

Cardiovascular testing of seasickness in healthy volunteers on life rafts.

OBJECTIVES: The role of the cardiovascular system in the development of seasickness remains uncertain. MATERIAL AND METHODS: Overall, 18 healthy students (10 males and 8 females) aged 18-24 years volunteered in the project, spending 2-7 h on life rafts. The cardiovascular system was examined with impedance cardiography. Susceptibility and symptoms of seasickness were evaluated by the Motion Sickness Susceptibility Questionnaire Shortform (MSSQ-Short) and the Motion Sickness Assessment Questionnaire (MSAQ). The Visual Analogue Scale (VAS), ranging 0-10, was used to assess nausea, dizziness and mood. The parameters were assessed at 2 time points. RESULTS: Differences in the heart rate (HR), the thoracic fluid content index (TFCI), the stroke index (SI) and the Heather index (HI) before launching the life rafts and after leaving them were observed (78.6, 20.8, 55.6 and 15.9 vs. 70.1, 19.7, 60.5 and 17.9, with p-values of 0.002, <0.001, 0.003 and 0.004, respectively). Females reacted with changes in SI and HR more vividly, whereas males regulated more HI and TFCI. In addition, HR correlated significantly with the central and peripheral symptoms in MSAQ, stroke volume (SV) with peripheral and sopite-related ones, SI with overall ones, and pulse pressure with overall, gastrointestinal and central ones (Spearman's rank correlation coefficient [ρ] was -0.478, -0.711, 0.476, 0.472, 0.525, -0.476, -0.579 and -0.584, respectively). As regards MSSQ-Short, it correlated negatively with sopite-related symptoms in MSAQ (ρ= -0.486). Mood in VAS correlated significantly with gastrointestinal symptoms, SI and the cardiac index (CI) (ρ = -0.752, -0.492 and -0.489, respectively). CONCLUSIONS: It was found that HR correlated negatively, and SV/SI correlated positively, with the severity of seasickness symptoms measured with MSAQ. Gender is probably an independent factor influencing reactions to motion. Women react with SI increase whereas men react with increased heart contractility (HI rise). Negative mood in seasickness evaluated with VAS seems to be mostly determined by gastrointestinal symptoms assessed with MSAQ and diminished cardiovascular indices (both CI and SI). Int J Occup Med Environ Health. 2020;33(4):467-77.

Influence of stimulus presentation rate on intraoperative ECAP thresholds in cochlear implant users.

OBJECTIVE: The objective is to evaluate the influence of the presentation rate on intraoperative ECAP thresholds in cochlear implant users. DESIGN: The design was data on the ECAP thresholds (t-NRT) as well as the behavioural T- and C-levels have been collected in CI patients of a quaternary otologic referral centre. Measurements of the tNRT thresholds were performed intraoperatively for 250 Hz and 80 Hz presentation rates and correlated to the stabilised T- and C-levels measured at the 5th fitting session, 4-6 months after surgery. STUDY SAMPLE: There was a study sample of 35 consecutive CI patients. All patients were users of the Nucleus 24RECA (Freedom) or Nucleus CI512 cochlear implants with the Contour Advance-of-Stylet electrode. RESULTS: The result showed that the t-NRT thresholds were higher for the 250 Hz pulse rate typically used during the intraoperative stimulation under general anaesthesia than for the 80 Hz rate used typically during the postoperative fitting sessions. This difference was more pronounced for the basal electrodes where it exceeded 10 current levels (CL). Pearson's correlation coefficients between the t-NRT-measurements and the stabilised T- and C-levels r ranged between 0.34 and 0.47. CONCLUSION: In conclusion, the magnitude of the ECAP thresholds (t-NRT) recorded intraoperatively depends significantly on the stimulus presentation rate.

Hearing loss in patients with extracranial complications of chronic otitis media.

OBJECTIVE: A pure tone audiomety analysis of patients with extracranial complications of chronic suppurative otitis media (ECCSOM). MATERIAL AND METHODS: We retrospectively analyzed audiometric data performed before treatment from 63 patients with ECCSOM (56 single, 7 multiple complications) including groups of frequencies. RESULTS: The greatest levels of hearing loss were noted for 6 and 8 kHz (79.0 and 75.7 dBHL) and for the frequency groups high tone average (76.1 dBHL). As regards the severity of hearing impairment in pure tone average the prevalence of complications was as follows: labyrinthitis (77.8±33.6 dBHL), facial palsy (57.1±14.3 dBHL), perilymphatic fistula (53.9±19.9 dBHL) and mastoiditis (42.2±9.5 dBHL) (p=0.023). CONCLUSIONS: Hearing loss in ECCSOM is dominated by mixed, high-tone, moderate type of hearing loss, most profound in labyrinthitis. In 11% of patients the complication causes total deafness.

Is the Keros classification alone enough to identify patients with the 'dangerous ethmoid'? An anatomical study.

CONCLUSION: By means of three-dimensional display of the critical measurements, the authors suggest a novel definition of 'dangerous ethmoid'. Parallel to Keros type III, the proposed determining factors include: olfactory fossa width >6 mm, its distance to the medial nasal concha (turbinate) <20 mm and to the orbit interval of <10 mm. Clinical evaluation of these preliminary criteria based only on radiological data is required and underway. OBJECTIVES: Detailed pre-operative assessment of sinus computer tomography (CT) scans reduces the frequency of severe complications in patients undergoing endoscopic sinus surgery (ESS). The authors aimed to identify a sub-set of anatomical features pre-disposing to major post-operative complications. METHOD: Sinus computer tomography (CT) scans of patients of a single institution qualified for ESS were examined. Besides the Keros classification, authors focused on the anatomic measurements as follows: the olfactory fossa depth, width, and its distance from the medial nasal concha and the medial wall of the orbit (referred to as 'critical measurements'). The sample comprised 120 consecutive CT exams, without clinical validation. RESULTS: Keros type I, II, and III was noted in 9.2%, 75.8%, and 15.0% of cases, respectively. Despite some statistically significant correlations, it was not possible to identify the patient age, sex, and side of body clearly correlating with the critical measurements.

Possibilities of spatial hearing testing in occupational medicine.

Dysfunctions of the organ of hearing are a significant limitation in the performance of occupations that require its full efficiency (vehicle driving, army, police, fire brigades, mining). Hearing impairment is associated with poorer understanding of speech and disturbed sound localization that directly affects the worker's orientation in space and his/her assessment of distance and location of other workers or, even most importantly, of dangerous machines. Testing sound location abilities is not a standard procedure, even in highly specialized audiological examining rooms. It should be pointed out that the ability to localize sounds which are particularly loud, is not directly associated with the condition of the hearing organ, but is rather considered an auditory function of a higher level. Disturbances in sound localization are mainly associated with structural and functional disturbances of the central nervous system and occur also in patients with normal hearing when tested with standard methods. The article presents different theories explaining the phenomenon of sound localization, such as interaural differences in time, interaural differences in sound intensity, monaural spectrum shape and the anatomical and physiological basis of these processes. It also describes methods of measurement of disturbances in sound localization which are used in Poland and around the world, also by the author of this work. The author analyzed accessible reports on sound localization testing in occupational medicine and the possibilities of using such tests in various occupations requiring full fitness of the organ of hearing.

Hypertension is associated with dysfunction of both peripheral and central auditory system.

OBJECTIVES: Arterial hypertension negatively influences the peripheral auditory system, causing sensorineural hearing loss. Much less is known about the detrimental effects of hypertension on the central auditory functions. METHODS: We tested 32 arterial hypertension patients and 32 age and sex-matched healthy volunteers with the expanded tonal audiometry (0.125-12.5 kHz), distortion product otoacoustic emissions (0.75-8 kHz), horizontal minimum audible angle test for eight azimuths with binaural stimulation and the random gap detection test. RESULTS: Peripheral hearing of the hypertensive patients was impaired in comparison with the controls within all audiometric frequencies (0.125-12.5 kHz) and within specific groups of frequencies. Distortion product otoacoustic emission results were significantly lower for frequencies 4 (P = 0.04) and 6 kHz (P < 0.001). The sound localization ability in the horizontal minimum audible angle test was significantly worse in the hypertensive patients in the 0°, 45°, 90°, 135°, and 270° azimuth when the interaural pure tone average (0.5-1-2 kHz) was set less than 20 dB hearing level (P < 0.05), and in the 0°, 90°, 225°, and 270°azimuth when the binaural pure tone average (0.5-1-2 kHz) was set 20 dB or less hearing level (P < 0.05). Gap detection thresholds in the random gap detection test did not differ between the two groups. CONCLUSION: Arterial hypertension is independently related to the damage of the peripheral part of the auditory system resulting in high-frequency hearing loss. Hypertensive disturbances of central auditory processing are more discrete and concern the spatial hearing resolution.

Auditory spatial deficits in brainstem disorders.

PURPOSE: Brainstem disorders seem to negatively influence the central auditory system, causing spatial hearing deficits. MATERIAL AND METHODS: We tested 11 patients with brainstem lesions due to ischemic stroke (IS), multiple sclerosis (MS), or cerebellopontine angle tumor (CPAT) together with 50 age- and sex-matched healthy volunteers. We used pure tone audiometry (PTAud), brainstem auditory evoked potentials (BAEPs) and the horizontal minimum audible angle test (HMAAT) for 8 azimuths with binaural stimulation. RESULTS: The chosen patients and the controls had normal or near normal hearing in PTAud. BAEPs interaural wave I-V latency difference was over 7 times longer in the patients group compared to the controls. Additionally, 9 of the 11 patients (81.1%) had abnormal HMAAT results. The biggest quantitative disturbances in HMAAT were present in the CPAT and the MS patients. The sound localization ability in HMAAT was significantly worse in the patients in 0° azimuth in comparison with the controls, and in 45° and 90° azimuth in patients with auditory pathway involvement compared with the ones without the involvement. CONCLUSIONS: Our study confirms the strong relationship between various brainstem pathologies and sound localization disability and sheds some light on the complexity of the relationship.

Auditory deficits in neurological disorders.

Neurological diseases present with diverse and often complex symptomatology. Focal neurological signs such as paresis, aphasia or visual field deficits together with often serious general state of a neurological patient usually push auditory symptoms into the background. Here, we present a review of literature on central and peripheral auditory disturbances that can appear in the course of most common neurological diseases. We present: cerebral stroke, cochleovestibular nerve compression syndrome, cerebral palsy, multiple sclerosis, epilepsy, myasthenia gravis and brain tumors. We focus on the neuroanatomical basis of auditory dysfunctions, their character and prevalence typical for the abovementioned diseases. Theoretical considerations are supported by broad audiological and neuroimaging studies of our patients. Auditory symptoms in neurological diseases seem to be rare. However, knowledge of these symptoms and their origin can be helpful in proper diagnosis and comprehensive patient management.

Auditory Spatial Deficits in the Early Stage of Ischemic Cerebral Stroke.

BACKGROUND: Clinical research, together with computed tomography/magnetic resonance imaging findings, proves that ischemic stroke (IS) that damages auditory pathways can cause hearing loss and impairment of higher auditory processes such as sound localization. The goal of the study was to find possible correlations between the IS risk factors, ischemic lesion volume and localization, neurologic status, and the sound localization capability in acute IS patients. METHODS: We consecutively enrolled 61 IS patients into the study. The control group consisted of 60 healthy volunteers. All neuro-otological evaluations were performed up to 30 days from the incidence of stroke. All the subjects underwent the horizontal minimum audible angle test (HMAAT) and standard tonal and speech audiometric assessments. RESULTS: HMMAT results were significantly worse in the IS patients and were present in 82.0% of the patients. There were more patients with unilateral disturbances than with bilateral ones (54.1% versus 27.9%). It was the characteristics of the ischemic lesions that correlated strongly with the sound localization deterioration, that is, their bilateral (the 90° azimuth, P = .018; the 180°, P = .002), multiple (the 45°, P = .020; the 180°, P = .007; the 225°, P = .047), and lacunar character (the 90°, P = .015; the 225°, P = .042). Differences in the types of HMAAT results were significant for lesions in the frontal and the temporal lobe (P = .018 and P = .040). In addition, worse sound localization ability was more common in patients with poor speech discrimination and the bilateral sensorineural hearing loss. We have not found statistically significant correlations for other analyzed factors such as the cortical/subcortical character of the lesions, the patients' neurologic status, and cerebrovascular risk factors. CONCLUSIONS: Sound localization impairment is common in IS patients and it is the multiple, bilateral, and lacunar character of the ischemic lesions that seems to be strongly positively correlated with the disturbance of the sound localization ability.

Hypertension and cochlear hearing loss.

This paper presents a review of experimental and clinical research on the contribution of hypertension to cochlear hearing loss. Hypertension is one of the crucial risk factors underlying pathophysiological processes taking place in the cochlea. Several mechanisms explaining these processes have been described, mainly in animal models, such as the disturbance of the inner ear potassium recycling process due to the detrimental action of natriuretic hormone, and the decrease in the cochlear oxygen partial pressure. Current evidence linking hypertension to sensorineural high-frequency cochlear hearing loss in humans may be confounded by other concomitant diseases or risk factors such as age, coronary artery disease, diabetes, obesity, hyperlipidemia, smoking and noise exposure. Therefore, further research in this field is clearly needed.

[Treatment results of otosclerosis regarding different types of prosthesis]. / Wyniki leczenia otosklerozy z uwzglednieniem róznych typów protez.

UNLABELLED: Surgery is the most effective method of improving hearing in patients with otosclerosis. The level of improvement depends on the stage of the disease and the chosen surgical method. THE AIM OF THIS STUDY: is to present hearing results in patients treated surgically by means of different types of prostheses and methods of vestibule sealing. MATERIAL AND METHODS: 230 cases (160 men, 70 women) between the age of 21 and 64 (median 36 years) treated for the first time in the Department of Otolaryngology of Medical University in Gdansk underwent epidemiologic and clinical analysis. The researches took into account the level of hearing improvement based on the reduced air-bone reserve for frequencies 0.5, 1.0, 2.0 i 4.0 kHz in groups with where prostheses type 1 and 2 were used. RESULTS: 230 stapedotomies were performed. In 110 patients prosthesis type 1 was used (PTFE) and in 120 type 2 (piston PTFE with platinum tape). Each vestibule was sealed with homogenic fat tissue or fibrin sponge. After 6 weeks from the operation the air-bone reserve was reduced by 5 to 30 dB, the reserve existed after one year from the operation in some patients. 35% of the patients presented with vertigo after the operation and 5% with tinnitus. CONCLUSIONS: Stapedotomy is a method of hearing improvement in patients with otosclerosis. Best results are achieved when prosthesis type 2 is used and homogenic fat tissue serves to seal the vestibule. Broad opening of the vestibule may be the cause for vertigo and lack of hearing improvement occurrence.

[Major salivary gland disorders in children and adolescents]. / Choroby duzych gruczolów slinowych u dzieci i mlodziezy.

The aim of this study was a review of 67 children treated for salivary gland tumors in the ENT Department Medical University of Gdansk since 1974 to 2008. In that group we observed 52 children with tumor of the parotid gland, 13 with tumor of submandibular gland and 2 with subligual gland tumors. Tumor-like lesions were stated the largest group of tumors and were observed in 33 (49%) of children, mainly of chronic sialadenitis (17 cases). Predominant number of tumors was observed in scholarship children. The most common symptoms were slow enlargement of tumor and swelling of the salivary gland. In the group of benign tumors most common was pleomorphic adenoma (19 cases) and in the group of malignant tumors most common was clear cell carcinoma (2 cases) and rhabdomyosarcoma (2 cases). In this report the authors describe basic epidemiological and clinical data (age, sex, duration of symptoms, histological structure of tumor, diagnostic methods, methods and results of treatment) and observations connected with differences of salivary gland tumors in that group of patients.

[Nonchromaffin paragangliomas (chemodectoma) of the middle ear in the material of the ENT Department Medical University of Gdansk]. / Przyzwojaki niechromochlonne (chemodectoma) ucha srodkowego w materiale Kliniki Gdanskiej.

INTRODUCTION: Nonchromaffin paraganglioma (chemodectoma) is the most common neoplasm of the middle ear. The diagnosis and treatment is one of the most challenging in otolaryngology. THE AIM OF THE STUDY: was clinical and epidemiological analysis of patients with nonchromaffin paraganglioma of the middle ear. MATERIAL AND METHODS: The material consisted of 13 patients (10 females, 3 males), age 19-62 years, treated for paraganglioma of the middle ear in the ENT Department Medical University of Gdansk between 1968 and 2009. We analyzed the symptoms and results of additional diagnostic tests necessary to establish the diagnosis. RESULTS: We have diagnosed 12 cases of benign chemodectoma (92.3%) and 1 case of chemodectoma malignum (7.7%). The surgical treatment was applied in 6 patients (46.1%), 4 patients (30.8%) received complementary radiotherapy and 3 patients (23.1%) were treated only with radiotherapy. CONCLUSIONS: The diagnosis of paragangliomas of the ear is difficult and should be based on clinical data, audiometric tests, CT, MRI and histological examination. Surgical treatment of paragangliomas is limited to early stages of the disease. The results of the research show that the best therapeutic method in advanced cases is surgical treatment with complementary radiotherapy.