Literature DB >> 25831956

Automated auditory response detection: Further improvement of the statistical test strategy by using progressive test steps of iteration.

Mario Cebulla1, Ekkehard Stürzebecher.   

Abstract

OBJECTIVE: A common testing approach for automated ABR detection is to use a sequential test strategy. Repeated testing increases the error probability for a falsely detected response (Type I error rate). To compensate for this effect, the statistically critical test value must be increased with each test step. The aim of the study was to improve response detection by a reduction of the number of test steps using a progressively increasing test step of iteration, defined here as step width.
DESIGN: A progressively increasing test step width was tested with and without the table-related testing (adjusting the critical test value to each test step) proposed by Stürzebecher & Cebulla (2013) . For this study the same data pool was used. STUDY SAMPLE: The investigation was performed on raw EEG data collected during routine clinical measurement of frequency-specific ASSR for hearing threshold assessment.
RESULTS: The reduction of the test step number combined with a progressive test step width led to a significantly improved response detection. In combination with table-related testing a slight but not significant improvement compared to table-related testing alone was revealed.
CONCLUSIONS: The proposed test strategy can improve the performance of objective hearing threshold assessment and of newborn hearing screening.

Entities:  

Keywords:  ABR; automated auditory response detection; critical test value; error probability; repeated testing

Mesh:

Year:  2015        PMID: 25831956     DOI: 10.3109/14992027.2015.1017659

Source DB:  PubMed          Journal:  Int J Audiol        ISSN: 1499-2027            Impact factor:   2.117


  5 in total

Review 1.  Sequential analysis in neonatal research-systematic review.

Authors:  Sebastiano A G Lava; Valéry Elie; Phuong Thi Viet Ha; Evelyne Jacqz-Aigrain
Journal:  Eur J Pediatr       Date:  2018-02-16       Impact factor: 3.183

2.  Automatic audiometry using auditory steady-state response and sequential test strategy applied to volunteers with normal hearing.

Authors:  Tiago Zanotelli; Felipe Antunes; Eduardo Mazoni Andrade Marçal Mendes; Leonardo Bonato Felix
Journal:  Eur Arch Otorhinolaryngol       Date:  2022-06-28       Impact factor: 2.503

3.  Evaluation of Speed and Accuracy of Next-Generation Auditory Steady State Response and Auditory Brainstem Response Audiometry in Children With Normal Hearing and Hearing Loss.

Authors:  Yvonne S Sininger; Lisa L Hunter; Deborah Hayes; Patricia A Roush; Kristin M Uhler
Journal:  Ear Hear       Date:  2018 Nov/Dec       Impact factor: 3.570

Review 4.  The world is waiting, use sequential analysis and get us the evidence-based treatment we need for COVID-19.

Authors:  Adel El Taguri; Aisha Nasef
Journal:  Libyan J Med       Date:  2020-12       Impact factor: 1.657

5.  Outcomes of Automated Auditory Evoked Potential Performed in Different Settings and the Factors Associated with Referred Cases.

Authors:  Daniela Polo Camargo da Silva; Georgea Espíndola Ribeiro; Gustavo Leão Castilho; Jair Cortez Mantovani
Journal:  Int Arch Otorhinolaryngol       Date:  2017-10-25
  5 in total

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