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Zanotelli T, Antunes F, Simpson DM, Mazoni Andrade Marçal Mendes E, Felix LB. Faster automatic ASSR detection using sequential tests. Int J Audiol 2020; 59:631-639. [PMID: 32091286 DOI: 10.1080/14992027.2020.1728402] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objective: Objective Response Detection (ORD) can be used for auditory steady-state response (ASSR) detection. In conventional ORD methods, the statistical tests are applied at the end of data collection ('single-shot tests'). In sequential ORD methods, statistical tests are applied repeatedly, while data is being collected. However, repeated testing can increase False Positive (FP) rates. One solution is to infer that response is present only after the test remains significant for a predefined number of consecutive detections (NCD). Thus, this paper describes a new method for finding the required NCD that control the FP rate for ASSR detection.Design: NCD values are estimated using Monte Carlo simulations.Study sample: ASSR signals were recorded from 8 normal-hearing subjects.Results: The exam time was reduced by up to 38.9% compared to the single-shot test with loss of approximately 5% in detection rate. Alternatively, lower gains in time were achieved for a smaller (non-significant) loss in detection rate. The FP rates at the end of the test were kept at the nominal level expected (1%).Conclusion: The sequential test strategy with NCD as the stopping criterion can improve the speed of ASSR detection and prevent higher than expected FP rates.
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Affiliation(s)
- Tiago Zanotelli
- Department of Electrical Engineering, Graduate Program in Electrical Engineering, Federal University of Minas Gerais, Belo Horizonte, Brazil.,Federal Institute of Education Science and Technology of Espírito Santo-São Mateus, São Mateus, Brazil
| | - Felipe Antunes
- Department of Electrical Engineering, Federal Institute of Education Science and Technology of Minas Gerais-Ipatinga Advanced Campus, Ipatinga, Brazil
| | - David Martin Simpson
- Institute of Sound and Vibration and Research, University of Southampton, Southampton, United Kingdom
| | | | - Leonardo Bonato Felix
- Institute of Sound and Vibration and Research, University of Southampton, Southampton, United Kingdom.,Department of Electrical Engineering, Federal University of Viçosa, Viçosa, Brazil
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Improving the power of objective response detection of evoked responses in noise by using average and product of magnitude-squared coherence of two different signals. Med Biol Eng Comput 2019; 57:2203-2214. [PMID: 31399896 DOI: 10.1007/s11517-019-02020-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2019] [Accepted: 07/24/2019] [Indexed: 10/26/2022]
Abstract
Objective response detection (ORD) techniques such as the magnitude-squared coherence (MSC) are mathematical methods tailored to detect potentials evoked by an external periodic stimulation. The performance of the MSC is directly proportional to the signal-to-noise ratio (SNR) of the recorded signal and the time spent for collecting data. An alternative to increasing the performance of detection techniques without increasing data recording time is to use the information from more than one signal simultaneously. In this context, this work proposes two new detection techniques based on the average and on the product of MSCs of two different signals. The critical values and detection probabilities were obtained theoretically and using a Monte Carlo simulation. The performances of the new detectors were evaluated using synthetic data and electroencephalogram (EEG) signals during photo and auditory stimulation. For the synthetic signals, the two proposed detectors exhibited a higher detection rate when compared to the rate of the traditional MSC technique. When applied to EEG signals, these detectors resulted in an increase of the mean detection rate in relation to MSC for visual and auditory stimulation of at least 25% and 13.21%, respectively. The proposed detectors may be considered as promising tools for clinical applications. Graphical Abstract.
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Aimoni C, Crema L, Savini S, Negossi L, Rosignoli M, Sacchetto L, Bianchini C, Ciorba A. Hearing threshold estimation by auditory steady state responses (ASSR) in children. ACTA ACUST UNITED AC 2019; 38:361-368. [PMID: 30197427 PMCID: PMC6146583 DOI: 10.14639/0392-100x-1463] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2016] [Accepted: 08/03/2017] [Indexed: 11/23/2022]
Abstract
Hearing threshold identification in very young children is always problematic and challenging. Electrophysiological testing such as auditory brainstem responses (ABR) is still considered the most reliable technique for defining the hearing threshold. However, over recent years there has been increasing evidence to support the role of auditory steady-state response (ASSR). Retrospective study. Forty-two children, age range 3-189 months, were evaluated for a total of 83 ears. All patients were affected by sensorineural hearing loss (thresholds ≥ 40 dB HL according to a click-ABR assessment). All patients underwent ABRs, ASSR and pure tone audiometry (PTA), with the latter performed according to the child’s mental and physical development. Subjects were divided into two groups: A and B. The latter performed all hearing investigations at the same time as they were older than subjects in group A, and it was then possible to achieve electrophysiological and PTA tests in close temporal sequence. There was no significant difference between the threshold levels identified at the frequencies tested (0.25, 0.5, 1, 2 and 4 kHz), by PTA, ABR and ASSR between the two groups (Mann Whitney U test, p < 0.05). Moreover, for group A, there was no significant difference between the ASSR and ABR thresholds when the children were very young and the PTA thresholds subsequently identified at a later stage. Our results show that ASSR can be considered an effective procedure and a reliable test, particularly when predicting hearing threshold in very young children at lower frequencies (including 0.5 kHz).
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Affiliation(s)
- C Aimoni
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - L Crema
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - S Savini
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - L Negossi
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - M Rosignoli
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - L Sacchetto
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - C Bianchini
- ENT & Audiology Department, University Hospital of Ferrara, Italy
| | - A Ciorba
- ENT & Audiology Department, University Hospital of Ferrara, Italy
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Silva GDM, Antunes F, Henrique CS, Felix LB. Assessment of auditory threshold using Multiple Magnitude-Squared Coherence and amplitude modulated tones monaural stimulation around 40 Hz. COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE 2018; 159:71-76. [PMID: 29650320 DOI: 10.1016/j.cmpb.2018.01.031] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/07/2017] [Revised: 12/14/2017] [Accepted: 01/24/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND AND OBJECTIVE The use of objective detection techniques applied to the auditory steady-state responses (ASSRs) for the assessment of auditory thresholds has been investigated over the years. The idea consists in setting up the audiometric profile without subjective inference from patients and evaluators. The challenge encountered is to reduce the detection time of auditory thresholds reaching high correlation coefficients between the objective and the conventional thresholds, as well as reducing difference between thresholds. METHODS This paper evaluated the use of the Multiple Magnitude-Squared Coherence (MMSC) in Auditory Steady-State Responses (ASSRs) evoked by amplitude modulated tones around 40 Hz, attaining objective audiograms, which were, later, compared to conventional audiograms. It was proposed an analysis of the electroencephalogram signals of ten subjects, monaurally stimulated, in the intensities 15, 20, 25, 30, 40 and 50 dB SPL, for carrier frequencies of 0.5, 1, 2 and 4 kHz. After the detection protocol parameters variation, two detectors were selected according to behavioral thresholds. RESULTS The method of this study resulted in a Maximum detector with correlation coefficient r = 0.9262, mean difference between the objective and behavioral thresholds of 6.44 dB SPL, average detection time per ear of 49.96 min and per stimulus of 2.08 min. Meanwhile, the Fast detector presented coefficient r = 0.8401, mean difference of 6.81 dB SPL, average detection time of 28.20 min per ear and 1.18 per stimulus. CONCLUSIONS The results of this study indicate that the MMSC use in the auditory responses detection might provide a reliable and efficient estimation of auditory thresholds.
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Affiliation(s)
- Glaucia de Morais Silva
- NIAS, Department of Electrical Engineering, Federal University of Viçosa, Viçosa, MG, Brazil; Graduate Program in Electrical Engineering, Federal University of São João del Rei, São João del Rei, MG, Brazil.
| | - Felipe Antunes
- NIAS, Department of Electrical Engineering, Federal University of Viçosa, Viçosa, MG, Brazil; Graduate Program in Electrical Engineering, Federal University of São João del Rei, São João del Rei, MG, Brazil
| | | | - Leonardo Bonato Felix
- NIAS, Department of Electrical Engineering, Federal University of Viçosa, Viçosa, MG, Brazil; Graduate Program in Electrical Engineering, Federal University of São João del Rei, São João del Rei, MG, Brazil
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Luiz CBL, Garcia MV, Azevedo MFD. Potencial evocado auditivo de estado estável em crianças e adolescentes. Codas 2016; 0:0. [DOI: 10.1590/2317-1782/20162015142] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 09/01/2015] [Indexed: 11/21/2022] Open
Abstract
RESUMO Introdução A aplicabilidade do potencial evocado auditivo de estado estável tem crescido no diagnóstico audiológico. Objetivo Verificar a correlação entre os limiares eletrofisiológicos obtidos no Potencial Evocado Auditivo de Estado Estável e os limiares comportamentais obtidos na audiometria tonal liminar em crianças e adolescentes com audição normal e perda auditiva neurossensorial de grau moderado a moderadamente severo. Métodos Foram avaliados 25 indivíduos de ambos os sexos com idade entre 5 e 15 anos, distribuídos nos seguintes grupos: 15 indivíduos com audição normal e 10 indivíduos com perda auditiva neurossensorial de grau moderado a moderadamente severo. Os indivíduos foram submetidos a: audiometria tonal liminar, logoaudiometria, medidas de imitância acústica (timpanometria e pesquisa dos reflexos acústicos) e ao potencial evocado auditivo de estado estável. Resultados No grupo com audição normal, os limiares eletrofisiológicos máximos situaram-se entre 19 a 27 dBcgNA. No grupo com perda auditiva de grau moderado a moderadamente severo, a correlação encontrada foi de 0,42 a 0,74. As diferenças médias do limiar eletrofisiológico e o limiar comportamental situaram-se entre: –0,3 e 12 dB para o grupo de audição normal e de –9 e 2 dB no grupo com perda auditiva de grau moderado a moderadamente severo. Conclusão No grupo com audição normal não houve correlação entre os limiares eletrofisiológicos e comportamentais, em contrapartida foi encontrada correlação positiva no grupo com perda de grau moderado a moderadamente severo.
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Detection efficiency of auditory steady state evoked by modulated noise. Hear Res 2016; 339:125-31. [PMID: 27262450 DOI: 10.1016/j.heares.2016.05.017] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2015] [Revised: 05/23/2016] [Accepted: 05/26/2016] [Indexed: 11/21/2022]
Abstract
AIM This study aimed to investigate the efficiency of Magnitude Squared Coherence (MSC) and Spectral F test (SFT) for the detection of auditory steady state responses (ASSR) obtained by amplitude-modulated noises. MATERIAL AND METHODS Twenty individuals (12 women) without any history of neurological or audiological diseases, aged from 18 to 59 years (mean ± standard deviation = 26.45 ± 3.9 years), who provided written informed consent, participated in the study. The Audiostim system was used for stimulating and ASSR recording. The tested stimuli were amplitude-modulated Wide-band noise (WBN), Low-band noise (LBN), High-band noise (HBN), Two-band noise (TBN) between 77 and 110 Hz, applied in intensity levels of 55, 45, and 25 dB sound pressure level (SPL). MSC and SFT, two statistical-based detection techniques, were applied with a significance level of 5%. Detection times and rates were compared using the Friedman test and Tukey-Kramer as post hoc analysis. Also based on the stimulation parameters (stimuli types and intensity levels) and detection techniques (MSC or SFT), 16 different pass/fail protocols, for which the true negatives (TN) were calculated. RESULTS The median detection times ranged from 68 to 157s for 55 dB SPL, 68-99s for 45 dB SPL, and 84-118s for 25 dB SPL. No statistical difference was found between MSC and STF considering the median detection times (p > 0.05). The detection rates ranged from 100% to 55.6% in 55 dB SPL, 97.2%-38.9% in 45 dB SPL and 66.7%-8.3% in 25 dB SPL. Also for detection rates, no statistical difference was observed between MSC and STF (p > 0.05). True negatives (TN) above 90% were found for Protocols that employed WBN or HBN, at 55 dB SPL or that used WBN or HBN, at 45 dB SPL. For Protocols employing TBN, at 55 dB SPL or 45 dB SPL TN below 60% were found due to the low detection rates of stimuli that included low-band frequencies. CONCLUSION The stimuli that include high-frequency content showed higher detection rates (>90%) and lower detection times (<3 min). The noise composed by two bands applied separately (TBN) is not feasible for clinical applications since it requires prolonging the exam duration, and also led to a reduced percentage of true negatives. On the other hand, WBN and HBN achieved high detection performance and high TN and should be investigated to implement pass/fail protocol for hearing screening with clinical population. Finally, both WBN and HBN seemed to be indifferent to the employed technique (SFT or MSC), which can be seen as another advantage of ASSR employment.
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Conti G, Gallus R, Fetoni AR, Martina BM, Muzzi E, Orzan E, Bastanza G. Early definition of type, degree and audiogram shape in childhood hearing impairment. ACTA OTORHINOLARYNGOLOGICA ITALICA 2016; 36:21-8. [PMID: 27054387 PMCID: PMC4825064 DOI: 10.14639/0392-100x-1074] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/26/2015] [Accepted: 11/30/2015] [Indexed: 11/23/2022]
Abstract
In the context of permanent childhood hearing loss, early audiological diagnosis is a prerequisite for activation of an adequate rehabilitation program to prevent or limit the known effects that auditory deprivation determines on language development and cognitive skills in neonates. Audiological diagnosis consists schematically of three phases: identification of subjects at risk, definition of hearing loss and/or children features, verification of appropriateness of diagnosis itself and a rehabilitation programme. Strategies and methods of audiological diagnosis are well defined and include an integration of data coming from objective methods with clinical and behavioural data. Although the substantial effectiveness of procedures and a general consensus on their use and interpretation have been defined, there are several critical issues concerning the achievement of this objective, which will be discussed in this paper.
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Affiliation(s)
- G Conti
- Department of Head and Neck Surgery, Otorhinolaryngology Catholic University of the Sacred Heart "A. Gemelli" Hospital, Rome, Italy
| | - R Gallus
- Department of Head and Neck Surgery, Otorhinolaryngology Catholic University of the Sacred Heart "A. Gemelli" Hospital, Rome, Italy
| | - A R Fetoni
- Department of Head and Neck Surgery, Otorhinolaryngology Catholic University of the Sacred Heart "A. Gemelli" Hospital, Rome, Italy
| | - B M Martina
- Department of Head and Neck Surgery, Otorhinolaryngology Catholic University of the Sacred Heart "A. Gemelli" Hospital, Rome, Italy
| | - E Muzzi
- Audiology and Otolaryngology Unit, Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", Trieste, Italy
| | - E Orzan
- Audiology and Otolaryngology Unit, Institute for Maternal and Child Health, IRCCS "Burlo Garofolo", Trieste, Italy
| | - G Bastanza
- Department of Head and Neck Surgery, Otorhinolaryngology Catholic University of the Sacred Heart "A. Gemelli" Hospital, Rome, Italy
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de Oliveira Beck RM, Ramos BF, Grasel SS, Ramos HF, de Moraes MFBB, de Almeida ER, Bento RF. Comparative study between pure tone audiometry and auditory steady-state responses in normal hearing subjects✩✩Please cite this article as: Beck RM, Ramos BF, Grasel SS, Ramos HF, Moraes MF, Almeida ER, et al. Comparative study between pure tone audiometry and auditory steady-state responses in normal hearing subjects. Braz J Otorhinolaryngol. 2014;80:35-40. Braz J Otorhinolaryngol 2014; 80:35-40. [PMID: 24626890 PMCID: PMC9443973 DOI: 10.5935/1808-8694.20140009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2013] [Accepted: 07/30/2013] [Indexed: 11/22/2022] Open
Abstract
Introdução As respostas auditivas de estado estável permitem avaliar de forma objetiva limiares auditivos frequência-específica. A audiometria tonal é o exame padrão-ouro; no entanto, nem sempre pode ser conclusiva, principalmente em crianças e adultos não colaborativos. Objetivo Comparar os limiares auditivos da RAEE aos da audiometria tonal em indivíduos com audição normal. Materiais e métodos Foram incluídos neste estudo prospectivo de corte transversal 26 adultos (52 orelhas), de ambos os gêneros, com audiometria normal e sem queixas otológicas. Os pacientes foram submetidos a anamnese, otomicroscopia, audiometria e imitanciometria. A seguir, realizou-se avaliação de respostas auditivas de estado estável. Os resultados obtidos foram analisados estatisticamente e comparados entre si. Resultados A diferença entre os limiares (em dB NA) obtidos em ambos os exames para cada frequência testada foi de 7,12 dB para 500 Hz; 7,6 dB para 1000 Hz; 8,27 dB para 2000 Hz e 9,71 dB para 4000 Hz, com limiares mais elevados na RAEE, em todas as frequências. Não houve diferença estatística entre as médias para cada frequência testada. Conclusão Os limiares obtidos na RAEE foram comparáveis aos da audiometria tonal em indivíduos normouvintes; entretanto, não deve ser usado como único método de avaliação auditiva. © 2014 Associação Brasileira de Otorrinolaringologia e Cirurgia Cérvico-Facial. Publicado por Elsevier Editora Ltda. Todos os direitos reservados.
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Affiliation(s)
| | - Bernardo Faria Ramos
- Department of Otorhinolaryngology, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Signe Schuster Grasel
- Department of Otorhinolaryngology, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Henrique Faria Ramos
- Hospital Universitário Cassiano Antônio de Moraes, Universidade Federal do Espírito Santo (UFES), Vitória, ES, Brazil
| | | | - Edigar Rezende de Almeida
- Department of Otorhinolaryngology, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
| | - Ricardo Ferreira Bento
- Department of Otorhinolaryngology, Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, SP, Brazil
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