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1.
Ear Hear ; 2024 Jun 04.
Artículo en Inglés | MEDLINE | ID: mdl-38831494

RESUMEN

OBJECTIVES: To translate and validate the Chinese version of the Speech, Spatial, and Qualities of Hearing Scale (SSQ) for children with hearing impairment (C-SSQ-C) and for their parents (C-SSQ-P). DESIGN: We translated the SSQ for children into Chinese and verified its readability and comprehensibility. A total of 105 participants with moderate-to-profound hearing loss (HL) and 54 with normal hearing were enrolled in the validation process. The participants with HL were fitted with bilateral hearing aids, bimodal hearing, or bilateral cochlear implants. The C-SSQ-P was administered to the parents of participants aged 3 to 6.9 years, and the C-SSQ-C was administered to participants aged 7 to 18 years. The internal consistency, test-retest reliability, and validity were evaluated for both questionnaires. RESULTS: Both C-SSQ-P and C-SSQ-C demonstrated high internal consistency (Cronbach's α >0.8) and good validity (generalized linear model revealed significant negative relationships between the C-SSQ-P subscales with aided better-hearing threshold [ß = -0.08 to -0.12, p ≤ 0.001] and between the C-SSQ-C subscales with worse-hearing threshold [ß = -0.13 to -0.14, p < 0.001]). Among the children with HL, the participants with bilateral cochlear implants had demonstrated better performance than those with bimodal hearing and bilateral hearing aids, as evidenced by the highest mean scores in three subscales. CONCLUSIONS: Both C-SSQ-P and C-SSQ-C are reliable and valid for assessing HL in children and adolescents. The C-SSQ-P is applicable in evaluating young children aged 3 to 6.9 years after a 7-day observation period, while the C-SSQ-C is appropriate for children and adolescents aged 7 to 18 years.

2.
Int J Audiol ; 59(1): 39-44, 2020 01.
Artículo en Inglés | MEDLINE | ID: mdl-31498005

RESUMEN

Objective: The value of cochlear implantation (CI) has not been established in Taiwan. The purpose of this study was to evaluate the cost-effectiveness of paediatric CI within the context of Taiwan's national health insurance (NHI) programme.Design: A Markov model-based cost-utility analysis (CUA) was conducted to evaluate the cost-effectiveness of a unilateral CI (UCI) with a contralateral acoustic hearing aid (UCI-HA) compared with a bilateral HA. We performed one-way sensitivity analyses to identify the cost variables that affected the incremental cost-effectiveness ratio (ICER) the most. Monte Carlo simulation was used to explore the simultaneous effect of all uncertain parameters on cost-effectiveness.Study sample: Not applicable.Results: Compared with bilateral HAs, the ICER for UCI-HA was $6487 per quality-adjusted life year (QALY) gained. The ICERs were consistently below $7000 per QALY gained and were most sensitive to the selling price of the external CI device. When this selling price increased by 10%, the ICER of UCI-HA would increase to $6954 per QALY gained. UCI-HA has a probability greater than 50% of being cost-effective if the cost-effectiveness threshold exceeds approximately $10,000 per QALY.Conclusions: Our analysis suggested that within the context of Taiwan's NHI programme, UCI is highly cost-effective for deaf children.


Asunto(s)
Implantación Coclear/economía , Implantes Cocleares/economía , Sordera/economía , Programas Nacionales de Salud/estadística & datos numéricos , Implantación Coclear/métodos , Análisis Costo-Beneficio , Sordera/cirugía , Femenino , Humanos , Lactante , Masculino , Años de Vida Ajustados por Calidad de Vida , Taiwán
3.
Int J Qual Health Care ; 31(8): 613-619, 2019 Oct 31.
Artículo en Inglés | MEDLINE | ID: mdl-30445550

RESUMEN

OBJECTIVE: Otitis media with effusion (OME) is a common disease among children that can lead to grave sequelae with respect to hearing. Thus, when treating OME, appropriate hearing care should be provided; ventilation tube insertion (VTI), a standard approach for treating OME, is no exception. This study examined hearing care for VTI and its associated factors, especially at the national level. DESIGN: Retrospective database analysis. SETTING: Taiwan's National Health Insurance Research Database. PARTICIPANTS: One thousand one hundred and fifty-nine patients who received VTI (age ≤12 years; 2011-12). INTERVENTION: No intervention. MAIN OUTCOME MEASURES: Compliance to guidelines: sufficient observation time (OBS), tympanogram before VTI (TYM-B) and hearing tests before and after VTI (HEAR-B and HEAR-A, respectively). RESULTS: The national proportions of completion for each procedure were 30.1% for OBS, 84.4% for TYM-B, 74.3% for HEAR-B and 36.0% for HEAR-A; those of OBS and HEAR-A were extremely low. Age, nasal allergy and even geographic area were associated with differences across completion patterns. Regression revealed some notable patterns. Compared with non-teaching hospitals, teaching hospitals administered HEAR-B most successfully (odds ratio [OR: 3.20, 95% CI: 1.06-9.63) and the smallest hospital group performed HEAR-B most successfully (OR: 2.92, 95% CI: 1.14-7.46). CONCLUSION: Several findings surfaced concerning VTI-related hearing care and its association with many clinical and socioeconomic factors in this national study. These findings could serve as a map for improving hearing care quality among children with OME.


Asunto(s)
Pruebas de Impedancia Acústica/estadística & datos numéricos , Pruebas Auditivas/estadística & datos numéricos , Otitis Media con Derrame/cirugía , Niño , Preescolar , Atención a la Salud , Femenino , Pérdida Auditiva/diagnóstico , Pérdida Auditiva/prevención & control , Hospitales , Humanos , Hipersensibilidad/epidemiología , Lactante , Masculino , Ventilación del Oído Medio/clasificación , Ventilación del Oído Medio/estadística & datos numéricos , Otitis Media con Derrame/diagnóstico , Garantía de la Calidad de Atención de Salud , Estudios Retrospectivos , Taiwán
4.
Ann Otol Rhinol Laryngol ; 123(4): 235-9, 2014 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-24671478

RESUMEN

OBJECTIVE: This study aimed to better identify factors associated with recurrence of squamous cell carcinoma (SCC) involving the temporal bone. METHODS: A retrospective study was conducted at a tertiary hospital. Sixty patients who were diagnosed over a 10-year period with SCC involving the temporal bone and underwent surgical resection were analyzed. All patients were staged based on the University of Pittsburgh staging system. Demographic, intraoperative, and pathologic data were analyzed with respect to recurrence. RESULTS: Thirteen (21.7%) patients were T1, 8 (13.3%) T2, 7 (11.7%) T3, and 32 (53.3%) T4. Eighteen patients (30.0%) recurred in the study period. The mean time to recurrence was 5.8 months. Tumors originating in the skin overlying the parotid gland and the external auditory canal had higher recurrence rates than those from the auricle/postauricular skin and temporal bone (P = .05). Direct parotid and perineural spread accounted for 15.0% of all routes of temporal invasion but resulted in 22.2% of all recurrences (P = .04). Increased N stage was statistically associated with increased risk of recurrence (P = .01). Cervical, as compared to perifacial and parotid, lymph node involvement was associated with increased risk of recurrence (odds ratio = 6.91; 95% confidence interval, 1.11-42.87). CONCLUSION: We have identified multiple factors that are associated with increased recurrence of SCC involving the temporal bone.


Asunto(s)
Carcinoma de Células Escamosas/patología , Recurrencia Local de Neoplasia/epidemiología , Neoplasias Craneales/patología , Hueso Temporal , Adulto , Anciano , Anciano de 80 o más Años , Carcinoma de Células Escamosas/epidemiología , Carcinoma de Células Escamosas/terapia , Femenino , Humanos , Masculino , Persona de Mediana Edad , Invasividad Neoplásica , Recurrencia Local de Neoplasia/patología , Recurrencia Local de Neoplasia/terapia , Estadificación de Neoplasias , Estudios Retrospectivos , Factores de Riesgo , Neoplasias Craneales/epidemiología , Neoplasias Craneales/terapia
5.
Comput Biol Med ; 178: 108765, 2024 Jun 18.
Artículo en Inglés | MEDLINE | ID: mdl-38897143

RESUMEN

BACKGROUND: Clinical core medical knowledge (CCMK) learning is essential for medical trainees. Adaptive assessment systems can facilitate self-learning, but extracting experts' CCMK is challenging, especially using modern data-driven artificial intelligence (AI) approaches (e.g., deep learning). OBJECTIVES: This study aims to develop a multi-expert knowledge-aggregated adaptive assessment scheme (MEKAS) using knowledge-based AI approaches to facilitate the learning of CCMK in otolaryngology (CCMK-OTO) and validate its effectiveness through a one-month training program for CCMK-OTO education at a tertiary referral hospital. METHODS: The MEKAS utilized the repertory grid technique and case-based reasoning to aggregate experts' knowledge to construct a representative CCMK base, thereby enabling adaptive assessment for CCMK-OTO training. The effects of longitudinal training were compared between the experimental group (EG) and the control group (CG). Both groups received a normal training program (routine meeting, outpatient/operation room teaching, and classroom teaching), while EG received MEKAS for self-learning. The EG comprised 22 UPGY trainees (6 postgraduate [PGY] and 16 undergraduate [UGY] trainees) and 8 otolaryngology residents (ENT-R); the CG comprised 24 UPGY trainees (8 PGY and 16 UGY trainees). The training effectiveness was compared through pre- and post-test CCMK-OTO scores, and user experiences were evaluated using a technology acceptance model-based questionnaire. RESULTS: Both UPGY (z = -3.976, P < 0.001) and ENT-R (z = -2.038, P = 0.042) groups in EG exhibited significant improvements in their CCMK-OTO scores, while UPGY in CG did not (z = -1.204, P = 0.228). The UPGY group in EG also demonstrated a substantial improvement compared to the UPGY group in CG (z = -4.943, P < 0.001). The EG participants were highly satisfied with the MEKAS system concerning self-learning assistance, adaptive testing, perceived satisfaction, intention to use, perceived usefulness, perceived ease of use, and perceived enjoyment, rating it between an overall average of 3.8 and 4.1 out of 5.0 on all scales. CONCLUSIONS: The MEKAS system facilitates CCMK-OTO learning and provides an efficient knowledge aggregation scheme that can be applied to other medical subjects to efficiently build adaptive assessment systems for CCMK learning. Larger-scale validation across diverse institutions and settings is warranted further to assess MEKAS's scalability, generalizability, and long-term impact.

6.
Otolaryngol Head Neck Surg ; 170(6): 1590-1597, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38545686

RESUMEN

OBJECTIVE: The COVID-19 pandemic has spurred a growing demand for telemedicine. Artificial intelligence and image processing systems with wireless transmission functionalities can facilitate remote care for otitis media (OM). Accordingly, this study developed and validated an algorithm-driven tele-otoscope system equipped with Wi-Fi transmission and a cloud-based automatic OM diagnostic algorithm. STUDY DESIGN: Prospective, cross-sectional, diagnostic study. SETTING: Tertiary Academic Medical Center. METHODS: We designed a tele-otoscope (Otiscan, SyncVision Technology Corp) equipped with digital imaging and processing modules, Wi-Fi transmission capabilities, and an automatic OM diagnostic algorithm. A total of 1137 otoscopic images, comprising 987 images of normal cases and 150 images of cases of acute OM and OM with effusion, were used as the dataset for image classification. Two convolutional neural network models, trained using our dataset, were used for raw image segmentation and OM classification. RESULTS: The tele-otoscope delivered images with a resolution of 1280 × 720 pixels. Our tele-otoscope effectively differentiated OM from normal images, achieving a classification accuracy rate of up to 94% (sensitivity, 80%; specificity, 96%). CONCLUSION: Our study demonstrated that the developed tele-otoscope has acceptable accuracy in diagnosing OM. This system can assist health care professionals in early detection and continuous remote monitoring, thus mitigating the consequences of OM.


Asunto(s)
Algoritmos , COVID-19 , Otitis Media , Otoscopios , Telemedicina , Humanos , Otitis Media/diagnóstico , Estudios Prospectivos , Estudios Transversales , Otoscopía/métodos , SARS-CoV-2 , Masculino
7.
Int J Audiol ; 52(7): 478-84, 2013 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-23514602

RESUMEN

OBJECTIVE: Satisfaction with amplification in daily life (SADL) may quantify satisfaction with hearing aids. We translated and validated a Chinese version of SADL (CSADL). DESIGN: The SADL was translated from English to Mandarin Chinese by two bilingual physicians. The CSADL was administered to hearing-aid users and tested for reliability and validity. STUDY SAMPLE: There were 155 hearing-aid users who completed the CSADL prospectively, and 39 subjects were retested after 4 to 6 weeks for test-retest reliability. RESULTS: The CSADL had good internal consistency (Cronbach α = 0.63 to 0.92), within survey reliability (r = 0.54 to 0.69; P ≤ .05), and test-retest reliability (r = 0.93 to 0.98; P ≤ .05). The CSADL dimensions correlated well with worse-ear speech discrimination score (P ≤ .05). The CSADL global score significantly correlated with the general health (r = 0.236; P ≤ .05), vitality (r = 0.162; P ≤ .05), social functioning (r = 0.190; P ≤ .05), and mental health (r = 0.224; P ≤ .05) subscales of the Mandarin Chinese Taiwan version of the medical outcome 36-item short-form health survey. CONCLUSIONS: The CSADL is a valid and reliable questionnaire to evaluate satisfaction among Chinese hearing-aid users.


Asunto(s)
Actividades Cotidianas , Percepción Auditiva , Corrección de Deficiencia Auditiva/instrumentación , Audífonos , Pérdida Auditiva Sensorineural/rehabilitación , Satisfacción del Paciente , Personas con Deficiencia Auditiva/rehabilitación , Encuestas y Cuestionarios , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Audiometría , Niño , Preescolar , China , Femenino , Encuestas de Atención de la Salud , Pérdida Auditiva Sensorineural/diagnóstico , Pérdida Auditiva Sensorineural/psicología , Humanos , Lenguaje , Masculino , Persona de Mediana Edad , Personas con Deficiencia Auditiva/psicología , Estudios Prospectivos , Reproducibilidad de los Resultados , Adulto Joven
9.
Artículo en Inglés | MEDLINE | ID: mdl-36925661

RESUMEN

Background: Developing clinical thinking competence (CTC) is crucial for physicians, but effective methods for cultivation and evaluation are a significant challenge. Classroom teaching and paper-and-pencil tests are insufficient, and clinical field learning is difficult to implement, especially during the COVID-19 pandemic. Simulation learning is a useful alternative, but existing methods, e.g., OSCE, 3D AR/VR, and SimMan, have limitations in terms of time, space, and cost. Objective: This study aims to present the design and development of an Otolaryngology Mobile Tele-education System (OMTS) to facilitate CTC learning, and to evaluate the system's usability with senior otolaryngology experts. Methods: The OMTS system utilizes the convenience of mobile learning and the touch function of mobile devices to assist users (medical students or post-graduate physicians) in learning CTC remotely. Clinical knowledge and system functions in the OMTS system are defined by senior experts based on required CTC learning cases. Through simulated clinical case scenarios, users can engage in interactive clinical inquiry, practice required physical and laboratory examinations, make treatment decisions based on simulated responses, and understand and correct learning problems through a diagnostic report for effective learning. Usability testing of the OMTS system was evaluated by three senior otolaryngology experts using measurements of content validity, system usability, and mental workload during their available time and location. Results: Statistical results of experts' evaluation showed that the OMTS system has good content validity, marginal-to-acceptable system usability, and moderate mental workload. Experts agreed that the system was efficient, professional, and usable for learning, although the practicality of the clinical inquiry and hands-on practice functions could be improved further. Conclusions: Based on the OMTS system, users can efficiently hands-on practice and learn clinical cases in otolaryngology, and understand and correct their problems according to the diagnostic report. Therefore, the OMTS system can be expected to facilitate CTC learning according to experts' evaluation.

10.
Ear Nose Throat J ; 102(11): NP567-NP573, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-34082609

RESUMEN

OBJECTIVES: Otitis media with effusion (OME) is characterized by the presence of fluid in the middle ear without the presentation of signs or symptoms of acute ear infection. The point prevalence of OME reaches as high as 60% in children younger than 2 years of age. We used the National Health Insurance Research Database (NHIRD) to investigate the use of medication in children with OME before receiving ventilation tube insertion (VTI). METHODS: Data of pediatric patients (age ≤ 12 years) who had OME and received VTI from January 1, 2011, to December 30, 2012, were retrieved from the Taiwan NHIRD. We surveyed the use of 4 medications to understand whether health care providers achieved the standards of medication use recommended by clinical practice guidelines. RESULTS: This study examines the factors affecting the use of medication for pediatric OME. Overall, according to the study's operational definitions, the use of systemic antibiotics was most common (59.9%), followed by systemic antihistamines (23.4%), systemic steroids (8.8%), and intranasal steroids (9.6%). Systemic antibiotics use was associated with 12 factors. Ten of the 12 factors increase the use of systemic antibiotics, including namely age (age > 2 years), comorbidities, teaching hospital, and community hospital. In contrast, namely catastrophic illness and watchful waiting are the 2 factors that decrease systemic antibiotics use. For the use of systemic antihistamines, systemic steroids, and intranasal steroids were related to 6, 5, and 2 factors, respectively. CONCLUSIONS: The rate of drug use differs from the rate of use recommended by commonly used clinical practice guidelines. We found that the higher the number of factors that influenced the patients' drug use, the higher the rate of drug use. According to these results, drafting a treatment guideline for OME patients in accordance with current clinical practices in Taiwan is highly recommended.


Asunto(s)
Otitis Media con Derrame , Otitis Media , Niño , Humanos , Preescolar , Otitis Media con Derrame/complicaciones , Otitis Media/complicaciones , Antagonistas de los Receptores Histamínicos/uso terapéutico , Esteroides/uso terapéutico , Antibacterianos/uso terapéutico , Ventilación del Oído Medio
11.
Healthcare (Basel) ; 11(11)2023 Jun 05.
Artículo en Inglés | MEDLINE | ID: mdl-37297789

RESUMEN

Hearing loss is a common sensory disorder in newborns. Early intervention with assistive devices benefits children's auditory and speech performance. This study aimed to measure the health utilities of children with bilateral severe-to-profound hearing impairment with different assistive devices. The descriptions of four hypothetical health states were developed, and their utility values were obtained from healthcare professionals via the visual analogue scale (VAS) and time trade-off (TTO) methods. Thirty-seven healthcare professionals completed the TTO interview and were included in the analysis. The mean utility scores obtained via VAS were 0.31 for no assistive devices, 0.41 for bilateral hearing aids, 0.63 for bimodal hearing, and 0.82 for bilateral cochlear implants. As for the utility scores obtained via TTO, mean values were 0.60, 0.69, 0.81, and 0.90, respectively. None of the four groups had the same VAS- or TTO-elicited utility (p < 0.001). The post hoc test results showed that the difference was significant between any two groups (all p < 0.05). In conclusion, this study elicited health utility of bilateral hearing impairment with different assistive devices using the VAS and TTO methods. The utility values obtained provide critical data for future cost-utility analysis and health technology assessment.

12.
Acta Otolaryngol ; 142(1): 36-42, 2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-34915804

RESUMEN

BACKGROUND: Neurofibromatosis type 2 (NF2) is an autosomal dominantly inherited disease with slow, yet potentially life-threatening progression. OBJECTIVE: We describe the clinical manifestations and genetic profile of a family with NF2. METHODS: We enrolled a 16-member family with NF2. We collected clinical examinations and imaging information. Genetic analysis was conducted through multiplex ligation-dependent probe amplification (MLPA). The SALSA MLPA probemix P044-B2 NF2 kit was used to detect genetic variations in genomic upstream and 17 exons of the NF2 gene. RESULTS: The most common clinical manifestation was hearing impairment (37.5%), followed by tinnitus (18.8%). Four participants had vestibular schwannoma: 2 were bilateral and 2 unilateral, and tumor size ranged from 86.3 to 5064 mm3. A weak correlation between hearing impairment and tumor size was observed. Genetic analysis revealed that the DNA dosages of exons 9, 10, and 11 of the NF2 gene in 3 diseased family members (participants #3, #5, and #11) were higher than those in the controls. However, we could not detect an indicative abnormal DNA dosage of NF2 in participant #6 despite such a dosage being considered a diagnostic indicator of NF2. CONCLUSIONS: Hearing impairment was the most common clinical manifestation in this family. The NF2 gene is a gene of interest that warrants familial genetic screening.


Asunto(s)
Genes de la Neurofibromatosis 2 , Neurofibromatosis 2/genética , Adolescente , Adulto , Anciano , Niño , Femenino , Pruebas Genéticas , Genotipo , Pérdida Auditiva/genética , Pruebas Auditivas , Humanos , Masculino , Persona de Mediana Edad , Fenotipo , Acúfeno/genética , Carga Tumoral , Adulto Joven
13.
Acta Otolaryngol ; 140(3): 230-235, 2020 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-32003266

RESUMEN

Background: Fluctuating hearing loss is characteristic of Ménière's disease (MD) during acute episodes. However, no reliable audiometric hallmarks are available for counselling the hearing recovery possibility.Aims/objectives: To find parameters for predicting MD hearing outcomes.Material and methods: We applied machine learning techniques to analyse transient-evoked otoacoustic emission (TEOAE) signals recorded from patients with MD. Thirty unilateral MD patients were recruited prospectively after onset of acute cochleo-vestibular symptoms. Serial TEOAE and pure-tone audiogram (PTA) data were recorded longitudinally. Denoised TEOAE signals were projected onto the three most prominent principal directions through a linear transformation. Binary classification was performed using a support vector machine (SVM). TEOAE signal parameters, including signal energy and group delay, were compared between improved (PTA improvement: ≥15 dB) and nonimproved groups using Welch's t-test.Results: Signal energy did not differ (p = .64) but a significant difference in 1-kHz (p = .045) group delay was recorded between improved and nonimproved groups. The SVM achieved a cross-validated accuracy of >80% in predicting hearing outcomes.Conclusions and significance: This study revealed that baseline TEOAE parameters obtained during acute MD episodes, when processed through machine learning technology, may provide information on outer hair cell function to predict hearing recovery.


Asunto(s)
Potenciales Evocados Auditivos , Células Ciliadas Auditivas Externas/fisiología , Pérdida Auditiva Sensorineural/fisiopatología , Aprendizaje Automático , Enfermedad de Meniere/fisiopatología , Enfermedad Aguda , Pérdida Auditiva Sensorineural/etiología , Humanos , Enfermedad de Meniere/complicaciones , Pronóstico , Estudios Prospectivos
14.
Acta Otolaryngol ; 139(4): 336-339, 2019 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-30907242

RESUMEN

BACKGROUND: Ménière's disease (MD) is a disorder of the inner ear, causing episodes of vertigo. Although surgery is reserved for intractable MD, intratympanic gentamicin (ITG) injection has become an alternative for controlling vertigo. AIMS/OBJECTIVES: To investigate the genetic basis of ITG efficacy. MATERIAL AND METHODS: We hypothesized that single nucleotide polymorphisms (SNPs) affect outcomes in patients with MD who receive ITG injections. Whole-exome sequencing was used to determine variations in coding regions. RESULTS: Multivariate analysis revealed two SNPs, rs1052571 in caspase 9 (CASP9; p = .017) and rs3745274 in cytochrome P450 2B6 (p = .053), which were associated with susceptibility to ITG injections. Only the C-allele in the rs1052571 SNP was significantly associated with susceptibility (p = .027; odds ratio: 5.95; 95% confidence interval: 1.26-28.57, by Fisher's exact test). CONCLUSIONS AND SIGNIFICANCE: Our results elucidated the role of the rs1052571 SNP and provide a genetic perspective on gentamicin efficacy (susceptibility) in treating intractable MD.


Asunto(s)
Caspasa 9/genética , Gentamicinas/uso terapéutico , Enfermedad de Meniere/complicaciones , Inhibidores de la Síntesis de la Proteína/uso terapéutico , Vértigo/tratamiento farmacológico , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Estudios de Seguimiento , Humanos , Inyección Intratimpánica , Masculino , Persona de Mediana Edad , Variantes Farmacogenómicas , Polimorfismo de Nucleótido Simple , Vértigo/etiología
15.
Otol Neurotol ; 39(8): 1060-1065, 2018 09.
Artículo en Inglés | MEDLINE | ID: mdl-30015751

RESUMEN

HYPOTHESIS: The artificial intelligence and image processing technology can develop automatic diagnostic algorithm for pediatric otitis media (OM) with accuracy comparable to that from well-trained otologists. BACKGROUND: OM is a public health issue that occurs commonly in pediatric population. Caring for OM may incur significant indirect cost that stems mainly from loss of school or working days seeking for medical consultation. It makes great sense for the homecare of OM. In this study, we aim to develop an automatic diagnostic algorithm for pediatric OM. METHODS: A total of 1,230 otoscopic images were collected. Among them, 214 images diagnosed of acute otitis media (AOM) and otitis media with effusion (OME) are used as the database for image classification in this study. For the OM image classification system, the image database is randomly partitioned into the test and train subsets. Of each image in the train and test sets, the desired eardrum image region is first segmented, then multiple image features such as color, and shape are extracted. The multitask joint sparse representation-based classification to combine different features of the OM image is used for classification. RESULTS: The multitask joint sparse representation algorithm was applied for the classification of the AOM and OME images. The approach is able to differentiate the OME from AOM images and achieves the classification accuracy as high as 91.41%. CONCLUSION: Our results demonstrated that this automatic diagnosis algorithm has acceptable accuracy to diagnose pediatric OM. The cost-effective algorithm can assist parents for early detection and continuous monitoring at home to decrease consequence of the disease.


Asunto(s)
Algoritmos , Otitis Media con Derrame/diagnóstico por imagen , Otitis Media/diagnóstico por imagen , Membrana Timpánica/diagnóstico por imagen , Niño , Preescolar , Femenino , Humanos , Lactante , Masculino , Otorrinolaringólogos
16.
Disabil Rehabil ; 39(16): 1601-1606, 2017 08.
Artículo en Inglés | MEDLINE | ID: mdl-27418422

RESUMEN

PURPOSES: The purpose of this study was to evaluate a three-dimensional, virtual reality system for vestibular rehabilitation in patients with intractable Ménière's disease and chronic vestibular dysfunction. METHODS: We included 70 patients (36 for study, 34 as control) with a chronic imbalance problem caused by uncompensated Ménière's disease. The virtual reality vestibular rehabilitation comprised four training tasks (modified Cawthorne-Cooksey exercises: eye, head, extension, and coordination exercises) performed in six training sessions (in 4 weeks). Measurements of the task scores and balance parameters obtained at the baseline and after final training sessions were compared. RESULTS: A significant improvement was observed in extension and coordination scores. Patients in the early stages of Ménière's disease had a significantly greater improvement in the center of gravity sway and trajectory excursion in the mediolateral direction than did patients in the late stages of Ménière's disease. Mild functional disability attributable to Ménière's disease was a predictor of improvement in the statokinesigram and maximum trajectory excursion in the anteroposterior direction after rehabilitation. The control group showed no significant improvement in almost all parameters. CONCLUSION: Virtual reality vestibular rehabilitation may be useful in patients with Ménière's disease, particular those in the early stages or having mild functional disability. Implication for rehabilitation Chronic imbalance caused by uncompensated Ménière's disease is an indication for vestibular rehabilitation. The interactive virtual reality video game, when integrated into vestibular rehabilitation exercise protocol, may assist patients who have mild disability Ménière's disease and who cannot benefit from treatment with drugs or surgery. The initial data from this study support the applicability of three-dimensional virtual reality technology in vestibular rehabilitation programs. The technology gives professionals a new tool to guide patients for vestibular rehabilitation exercises through three-dimensional virtual reality video game playing. The virtual reality vestibular exercise game can provide patients a step-wise, interactive, dynamic, three-dimensional, and interesting rehabilitation environment.


Asunto(s)
Terapia por Ejercicio/métodos , Enfermedad de Meniere/rehabilitación , Equilibrio Postural , Vértigo/rehabilitación , Juegos de Video , Terapia de Exposición Mediante Realidad Virtual , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , Proyectos Piloto , Análisis de Regresión , Método Simple Ciego , Taiwán , Resultado del Tratamiento , Interfaz Usuario-Computador , Pruebas de Función Vestibular
18.
Int J Pediatr Otorhinolaryngol ; 85: 50-5, 2016 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-27240496

RESUMEN

OBJECTIVE: Otitis media (OM), as a common infectious disease, is a major cause of hearing impairment among the general population. OM remains a major public health threat in the Pacific islands, but the risks of OM have not been thoroughly explored in this region. The objective of this study is to investigate the prevalence, clinical features, and quality-of-life impacts of OM in Fiji. METHODS: In the medical service trip entitled "Healing and Hope - Taiwan Cathay Heart and Hearing Medical Mission to Fiji" (TCHHMMF), we conducted a cross-sectional OM survey study in Suva and Sigatoka areas (Korolevu, Cuvu, and Lomawai) in the summer of 2015. The otitis media - 6 (OM-6) was used to survey the OM-related quality of life. RESULTS: In the 467 pediatric patients (aged 0-18 years old) screened, 13 (2.78%) have acute otitis media (AOM), 37 (7.92%) have otitis media with effusion (OME), and 19 (4.1%) have chronic otitis media (COM). Age (OR 0.53, 95% CI: 0.36-0.77) is a significant predictor of AOM, whereas male gender (OR 2.46, 95% CI: 1.13-5.37), smoke exposure (OR 2.81, 95% CI: 1.01-7.82), and concomitant chronic sinusitis (OR 6.05, 95% CI: 2.31-15.88) are significant predictors of OME. The mean OM-6 item scores are highest in caregiver concerns (3.8), physical suffering (3.7), and hearing loss (3.4) domains. CONCLUSION: OM is an important primary care disease in Fiji that remains under-served. It is critical to educate professionals, parents, and patients to detect and to improve care for OM.


Asunto(s)
Otitis Media/epidemiología , Calidad de Vida , Enfermedad Aguda , Adolescente , Niño , Preescolar , Enfermedad Crónica , Estudios Transversales , Femenino , Fiji/epidemiología , Encuestas Epidemiológicas , Humanos , Lactante , Recién Nacido , Masculino , Misiones Médicas , Otitis Media/complicaciones , Otitis Media/diagnóstico , Otitis Media/psicología , Prevalencia , Factores de Riesgo
19.
Comput Methods Programs Biomed ; 113(2): 674-81, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24280627

RESUMEN

INTRODUCTION: Virtual reality simulation training may improve knowledge of anatomy and surgical skills. We evaluated a 3-dimensional, haptic, virtual reality temporal bone simulator for dissection training. METHODS: The subjects were 7 otolaryngology residents (3 training sessions each) and 7 medical students (1 training session each). The virtual reality temporal bone simulation station included a computer with software that was linked to a force-feedback hand stylus, and the system recorded performance and collisions with vital anatomic structures. Subjects performed virtual reality dissections and completed questionnaires after the training sessions. RESULTS: Residents and students had favorable responses to most questions of the technology acceptance model (TAM) questionnaire. The average TAM scores were above neutral for residents and medical students in all domains, and the average TAM score for residents was significantly higher for the usefulness domain and lower for the playful domain than students. The average satisfaction questionnaire for residents showed that residents had greater overall satisfaction with cadaver temporal bone dissection training than training with the virtual reality simulator or plastic temporal bone. For medical students, the average comprehension score was significantly increased from before to after training for all anatomic structures. Medical students had significantly more collisions with the dura than residents. The residents had similar mean performance scores after the first and third training sessions for all dissection procedures. DISCUSSION: The virtual reality temporal bone simulator provided satisfactory training for otolaryngology residents and medical students.


Asunto(s)
Simulación por Computador , Cirugía General/educación , Hueso Temporal , Interfaz Usuario-Computador , Anatomía/educación , Humanos , Estudiantes de Medicina/psicología , Encuestas y Cuestionarios , Hueso Temporal/anatomía & histología , Hueso Temporal/cirugía
20.
Otol Neurotol ; 35(5): 895-8, 2014 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-24751741

RESUMEN

OBJECTIVE: To describe the surgical management and convalescence of two patients presenting with severe facial nerve weakness associated with small intracanalicular vestibular schwannomas (VS). STUDY DESIGN: Retrospective review. PATIENTS: Two adult female patients presenting with audiovestibular symptoms and subacute facial nerve paralysis (House-Brackmann Grade IV and V). In both cases, post-contrast T1-weighted magnetic resonance imaging revealed an enhancing lesion within the internal auditory canal without lateral extension beyond the fundus. INTERVENTION(S) AND RESULTS: Translabyrinthine exploration demonstrated vestibular nerve origin of tumor, extrinsic to the facial nerve, and frozen section pathology confirmed schwannoma. Gross total tumor resection with VIIth cranial nerve preservation and decompression of the labyrinthine segment of the facial nerve was performed. Both patients recovered full motor function between 6 and 8 months after surgery. CONCLUSION: Although rare, small VS may cause severe facial neuropathy, mimicking the presentation of facial nerve schwannomas and other less common pathologies. In the absence of labyrinthine extension on MRI, surgical exploration is the only reliable means of establishing a diagnosis. In the case of confirmed VS, early gross total resection with facial nerve preservation and labyrinthine segment decompression may afford full motor recovery-an outcome that cannot be achieved with facial nerve grafting.


Asunto(s)
Parálisis Facial/etiología , Neuroma Acústico/complicaciones , Descompresión Quirúrgica , Parálisis Facial/patología , Parálisis Facial/cirugía , Femenino , Humanos , Persona de Mediana Edad , Neuroma Acústico/patología , Neuroma Acústico/cirugía , Resultado del Tratamiento
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