Displaying all 9 publications

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  1. Raihan MJ, Labib MI, Jim AAJ, Tiang JJ, Biswas U, Nahid AA
    Sensors (Basel), 2024 Aug 19;24(16).
    PMID: 39205045 DOI: 10.3390/s24165351
    Sign language is undoubtedly a common way of communication among deaf and non-verbal people. But it is not common among hearing people to use sign language to express feelings or share information in everyday life. Therefore, a significant communication gap exists between deaf and hearing individuals, despite both groups experiencing similar emotions and sentiments. In this paper, we developed a convolutional neural network-squeeze excitation network to predict the sign language signs and developed a smartphone application to provide access to the ML model to use it. The SE block provides attention to the channel of the image, thus improving the performance of the model. On the other hand, the smartphone application brings the ML model close to people so that everyone can benefit from it. In addition, we used the Shapley additive explanation to interpret the black box nature of the ML model and understand the models working from within. Using our ML model, we achieved an accuracy of 99.86% on the KU-BdSL dataset. The SHAP analysis shows that the model primarily relies on hand-related visual cues to predict sign language signs, aligning with human communication patterns.
    Matched MeSH terms: Persons With Hearing Impairments/psychology
  2. Hall DA, Plack CJ
    Hear Res, 2019 10;382:107778.
    PMID: 31470340 DOI: 10.1016/j.heares.2019.107778
    Matched MeSH terms: Persons With Hearing Impairments/psychology
  3. Rasidi WNA, Seluakumaran K
    Int J Audiol, 2024 May;63(5):326-333.
    PMID: 37073634 DOI: 10.1080/14992027.2023.2197146
    OBJECTIVE: The ear's spectral resolution or frequency selectivity (FS) is a fundamental aspect of hearing but is not routinely measured in clinical practice. This study evaluated a simplified FS testing procedure for clinical use by replacing the time-consuming two-interval forced choice (2IFC) method with method of limits (MOL) carried out using a custom-made software and consumer-grade equipment.

    DESIGN AND STUDY SAMPLE: Study 1 compared the FS measure obtained with MOL and 2IFC procedure at two centre frequencies (CFs) (1 and 4 kHz) in 21 normal-hearing listeners. Study 2 determined the FS measure using MOL at five CFs (0.5-8 kHz) in 32 normal-hearing and nine sensorineural hearing loss listeners and compared them with their thresholds in quiet.

    RESULTS: FS measurements with MOL and 2IFC methods were highly correlated and had statistically comparable intra-subject test-retest reliability. FS measures determined with MOL were reduced in the hearing-impaired compared to normal-hearing listeners at the CF corresponding to their hearing loss. Linear regression analysis showed significant relationship between FS deterioration and quiet threshold loss (p 

    Matched MeSH terms: Persons With Hearing Impairments/psychology
  4. Jacob SA, Chin JR, Ying Qi T, Palanisamy UD
    Res Social Adm Pharm, 2016 03 04;12(4):664-5.
    PMID: 27012972 DOI: 10.1016/j.sapharm.2016.02.009
    Matched MeSH terms: Persons With Hearing Impairments/psychology*
  5. Ismail AH, Munro KJ, Armitage CJ, Dawes PD
    Int J Audiol, 2019 02;58(2):63-76.
    PMID: 30646766 DOI: 10.1080/14992027.2018.1531154
    OBJECTIVE: To conduct a systematic review of the evidence in relation to what hearing healthcare professionals do during hearing aid consultations and identifying which behaviours promote hearing aid use and benefit among adult patients.

    DESIGN: Searches were performed in electronic databases MEDLINE, EMBASE, CINAHL, PsycInfo, Web of Science, PubMed and Google Scholar. The Crowe Critical Appraisal Tool and Melnyk Levels of Evidence were used to assess quality and level of evidence of eligible studies. Behaviours of hearing healthcare professionals were summarised descriptively.

    STUDY SAMPLE: 17 studies met the inclusion criteria.

    RESULTS: Twelve studies described behaviours of audiologists and five studies were intervention studies. Audiologists were typically task- or technically-oriented and/or dominated the interaction during hearing aid consultations. Two intervention studies suggested that use of motivational interviewing techniques by audiologists may increase hearing aid use in patients.

    CONCLUSIONS: Most studies of clinicians' behaviours were descriptive, with very little research linking clinician behaviour to patient outcomes. The present review sets the research agenda for better-controlled intervention studies to identify which clinician behaviours better promote patient hearing aid outcomes and develop an evidence base for best clinical practice.

    Matched MeSH terms: Persons With Hearing Impairments/psychology
  6. Jean YQ, Mazlan R, Ahmad M, Maamor N
    Am J Audiol, 2018 Sep 12;27(3):260-271.
    PMID: 30007031 DOI: 10.1044/2018_AJA-17-0093
    Purpose: The aim of this study was to develop a substantive theory that explains parenting stress among mothers of deaf or hard-of-hearing (D/HH) children.

    Method: Fifteen hearing mothers of children with severe-to-profound sensorineural hearing loss were interviewed. Interviews were transcribed verbatim, and a grounded theory approach was used to inductively analyze parental stress in mothers of D/HH children. Theory generation was achieved through triangulation of data sources and systematic organization of data into codes. The coding process identified salient themes that were constantly cross-checked and compared across data to further develop categories, properties, and tentative hypotheses.

    Results: In general, two main themes emerged from the interviews: the contextual stressors and stress-reducing resources. The contextual stressors were labeled as distress over audiology-related needs, pressure to acquire new knowledge and skills, apprehension about the child's future, and demoralizing negative social attitudes. The stress-reducing resources that moderated parenting stress were identified to be the child's progress, mother's characteristics, professional support, and social support. The interaction between the identified stressors and adjustment process uncovered a central theme termed maternal coherence.

    Conclusion: The substantive theory suggests that mothers of D/HH children can effectively manage parenting stress and increase well-being by capitalizing on relevant stress-reducing resources to achieve maternal coherence.

    Matched MeSH terms: Persons With Hearing Impairments/psychology*
  7. Ho EC, Ong WMW, Li K, Zhang H, Bei YTE, Medapati SVR, et al.
    Int J Audiol, 2018 10;57(10):776-783.
    PMID: 29957077 DOI: 10.1080/14992027.2018.1476781
    OBJECTIVE: To examine the factors associated with late presentation at first hearing aid (HA) fitting, HA choice and usage among users in Singapore.

    DESIGN: Retrospective cross-sectional study.

    STUDY SAMPLE: 1068 subjects issued with HAs at a tertiary hospital from 2001 to 2013.

    RESULTS: Half of the subjects presented with more severe (>55 dB) hearing loss (HL) in their better ear. In multivariable analysis, older age, Malay ethnicity, conductive and mixed HL, and combination type of HL were associated with more severe HL at first presentation. Over 70% of subjects were older than 65 years. Worse pure tone audiometry (PTA) thresholds of the better ear, gradual onset and sensorineural HL were associated with older age presentation. For unilaterally fitted subjects, PTA thresholds were the only determinant of having the better ear aided. Better PTA thresholds, younger age and sensorineural HL were associated with choosing in ear compared to behind the ear HAs. Younger age and worse PTA of the better ear were associated with ≥4 h of daily HA usage.

    CONCLUSIONS: Age, ethnicity and type of HL were important determinants for more severe HL at first HA fitting. Older patients and those with better hearing were less likely to use their HAs regularly.

    Matched MeSH terms: Persons With Hearing Impairments/psychology
  8. Quar TK, Ching TY, Newall P, Sharma M
    Int J Audiol, 2013 May;52(5):322-32.
    PMID: 23570290 DOI: 10.3109/14992027.2012.755740
    The study aims to compare the performance of hearing aids fitted according to the NAL-NL1 and DSL v5 prescriptive procedure for children.
    Matched MeSH terms: Persons With Hearing Impairments/psychology
  9. Ali A, Hickson L, Meyer C
    Int J Audiol, 2017 Jun;56(6):408-416.
    PMID: 28388865 DOI: 10.1080/14992027.2017.1305515
    OBJECTIVE: This study explored the nature of audiological services for adults with hearing impairment in Malaysia, with an emphasis on whether current services address clients' overall functioning as described by the World Health Organisation's International Classification of Functioning, Disability, and Health (ICF) framework.

    DESIGN: An online survey exploring current practice, skills and confidence of audiologists, and the infrastructure and facilities available in their workplaces, was distributed to audiologists in Malaysia via professional associations and social media.

    STUDY SAMPLE: A total of 111 audiologists, 84.7% female and 15.3% male (range = 23-44 years), participated in the study.

    RESULTS: Although audiologists in Malaysia reported addressing all of the ICF domains, less than 26% of them assessed the patients' speech perception, carried out real-ear measurements, or used outcome measures routinely. The majority of the audiologists reported feeling confident in managing adult patients. However, 83% of the audiologists indicated they wanted to improve their skills related to management of adult patients, particularly in the areas of counselling and auditory training.

    CONCLUSIONS: Inadequate infrastructure, resources and facilities in the workplace may have contributed to the gaps in service provision and influenced the current practice of audiological management for adult patients in Malaysia.

    Matched MeSH terms: Persons With Hearing Impairments/psychology
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