References
- American Academy of Audiology. 2020. “Assessment of Hearing in Infants and Young Children.” Accessed 30 March 2020. https://www.audiology.org/sites/default/files/publications/resources/Clin%20Guid%20Doc_Assess_Hear_Infants_Children_1.23.20.pdf
- American Academy of Pediatrics 2007. “Joint Committee on Infant Hearing. Year 2007 Position Statement: Principles and Guidelines for Early Hearing Detection and Intervention Programs.” Pediatrics 120 (4): 898–921. doi:https://doi.org/10.1542/peds.2007-2333.
- Anvar, B., G. T. Mencher, and S. J. Keet. 1984. “Hearing Loss and Congenital Rubella in Atlantic Canada.” Ear and Hearing 5 (6): 340–345. doi:https://doi.org/10.1097/00003446-198411000-00003.
- Baguley, D. M., and P. Prayuenyong. 2020. “Looking beyond the Audiogram in Ototoxicity Associated with Platinum-Based Chemotherapy.” Cancer Chemotherapy and Pharmacology 85 (2): 245–250. doi:https://doi.org/10.1007/s00280-019-04012-z.
- Barbour, D. L., R. T. Howard, X. D. Song, N. Metzger, K. A. Sukesan, J. C. DiLorenzo, B. R. D. Snyder, et al. 2019. “Online Machine Learning Audiometry.” Ear and Hearing 40 (4): 918–926. doi:https://doi.org/10.1097/AUD.0000000000000669.
- Bishop, C. 2013. Pattern Recognition and Machine Learning. New York, NY: Springer.
- British Columbia Early Hearing Program. 2012. “Audiology Assessment Protocol.” Accessed 30 March 2020. https://www.researchgate.net/publication/242482099_British_Columbia_Early_Hearing_Program_BCEHP_Audiology_Assessment_Protocol
- Butcher, E., C. Dezateux, M. Cortina-Borja, and R. L. Knowles. 2019. “Prevalence of Permanent Childhood Hearing Loss Detected at the Universal Newborn Hearing Screen: Systematic Review and Meta-Analysis.” PLoS One 14 (7): e0219600. doi:https://doi.org/10.1371/journal.pone.0219600.
- Ching, T. Y., H. Dillon, S. Hou, V. Zhang, J. Day, K. Crowe, V. Marnane, et al. 2013. “A Randomized Controlled Comparison of NAL and DSL Prescriptions for Young Children: Hearing-Aid Characteristics and Performance Outcomes at Three Years of Age.” International Journal of Audiology 52 Suppl 2 (Suppl 2): S17–S28. doi:https://doi.org/10.3109/14992027.2012.705903.
- Dillon, H. 2008. [Hearing Aids]. 2nd ed. Hong Kong: Thieme.
- Durieux-Smith, A., E. Fitzpatrick, and J. Whittingham. 2008. “Universal Newborn Hearing Screening: A Question of Evidence.” International Journal of Audiology 47 (1): 1–10. doi:https://doi.org/10.1080/14992020701703547.
- Feirn, R., S. Wood, G. Sutton, R. Booth, R. Meredith, S. Brennan, and G. Lightfoot. 2014. “Guidelines for Fitting Hearing Aids to Young Infants.” Accessed 23 March 2020. http://www.wales.nhs.uk/sitesplus/documents/980/Infant%20HA%20Fitting%20guidelines%20v2%20FINAL_Feb%2014.pdf
- Fuente, A., and L. Hickson. 2011. “Noise-Induced Hearing Loss in Asia.” International Journal of Audiology 50 (Suppl 1): S3–S10. doi:https://doi.org/10.3109/14992027.2010.540584.
- Glorot, X., A. Bordes, and Y. Bengio. 2011. Deep Sparse Rectifier Neural Networks. Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, p. 315–323.
- Grundfast, K. M., and A. K. Lalwani. 1992. “Practical Approach to Diagnosis and Management of Hereditary Hearing Impairment (HHI).” Ear, Nose, & Throat Journal 71 (10): 479–484, 487–493. doi:https://doi.org/10.1177/014556139207101009
- Hagan, M. T., H. B. Demuth, M. H. Beale, and O. De Jesús. 2014. Neural Network Design. 2nd ed. Oklahoma: Martin Hagen.
- Hall, J. W., and S. R. Atcherson. 2013. “FAQs on AEPs.” Accessed 30 March 2020. https://www.audiologyonline.com/articles/faqs-on-aers-12060
- Karchmer, M. A., and T. E. Allen. 1999. “The Functional Assessment of Deaf and Hard of Hearing Students.” American Annals of the Deaf 144 (2): 68–77. doi: https://doi.org/10.1353/aad.2012.0468
- Le, T. N., L. V. Straatman, J. Lea, and B. Westerberg. 2017. “Current Insights in Noise-Induced Hearing Loss: A Literature Review of the Underlying Mechanism, Pathophysiology, Asymmetry, and Management Options.” Journal of Otolaryngology - Head & Neck Surgery 46 (1): 1–15. doi:https://doi.org/10.1186/s40463-017-0219-x.
- Macrae, J. H., and H. Dillon. 1996. “Gain, Frequency Response, and Maximum Output Requirements for Hearing Aids.” Journal of Rehabilitation Research and Development 33 (4): 363–376.
- Marazita, M. L., L. M. Ploughman, B. Rawlings, E. Remington, K. S. Arnos, and W. E. Nance. 1993. “Genetic Epidemiological Studies of Early-Onset Deafness in the U.S. School-Age Population.” American Journal of Medical Genetics 46 (5): 486–491. doi:https://doi.org/10.1002/ajmg.1320460504.
- National Statistical Office Thailand. 2017. Demography Population and Housing Branch. Bangkok: National Statistical Office Thailand. Accessed 23 March 2020. http://statbbi.nso.go.th/staticreport/page/sector/th/01.aspx
- Obermeyer, Z., and E. J. Emanuel. 2016. “Predicting the Future – Big Data, Machine Learning, and Clinical Medicine.” The New England Journal of Medicine 375 (13): 1216–1219. doi:https://doi.org/10.1056/NEJMp1606181.
- Panch, T., P. Szolovits, and R. Atun. 2018. “Artificial Intelligence, Machine Learning and Health Systems.” Journal of Global Health 8 (2): 1–8. doi:https://doi.org/10.7189/jogh.08.020303.
- Pedregosa, F., G. Varoquaux, A. Gramfort, V. Michel, B. Thirion, O. Grisel, M. Blondel, et al. 2011. “Scikit-Learn: Machine Learning in Python.” Journal of Machine Learning Research 12: 2825–2830.
- Pitathawatchai, P., W. Khaimook, and V. Kirtsreesakul. 2019. “Pilot Implementation of Newborn Hearing Screening Programme at Four Hospitals in Southern Thailand.” Bulletin of the World Health Organization 97 (10): 663–671. doi:https://doi.org/10.2471/BLT.18.220939.
- Pittman, A. L., and P. G. Stelmachowicz. 2003. “Hearing Loss in Children and Adults: Audiometric Configuration, Asymmetry, and Progression.” Ear and Hearing 24 (3): 198–205. doi:https://doi.org/10.1097/01.AUD.0000069226.22983.80
- Prasansuk, S. 2000. “Incidence/Prevalence of Sensorineural Hearing Impairment in Thailand and Southeast Asia.” Audiology : Official Organ of the International Society of Audiology 39 (4): 207–211. doi:https://doi.org/10.3109/00206090009073080.
- Rosenfeld, R. M., J. J. Shin, S. R. Schwartz, R. Coggins, L. Gagnon, J. M. Hackell, D. Hoelting, et al. 2016. “Clinical Practice Guideline: Otitis Media with Effusion Executive Summary (Update).” Otolaryngology-Head and Neck Surgery : Official Journal of American Academy of Otolaryngology-Head and Neck Surgery 154 (2): 201–214. doi:https://doi.org/10.1177/0194599815624407.
- Śmieja, M., Struski, Ł, Tabor, J., Zieliński, B.. and Spurek, P. 2018. “Processing of Missing Data by Neural Networks.” In Advances in Neural Information Processing Systems, edited by S. Bengio, H. Wallach, H. Larochelle, K. Grauman, N. Cesa-Bianchi and R. Garnett, 2719–2729. San Francisco, CA: Morgan Kaufmann Publishers.
- Smith, A. W. 2001. “WHO Activities for Prevention of Deafness and Hearing Impairment in Children.” Scandinavian Audiology 30 (2): 93–100. doi:https://doi.org/10.1080/010503901750166808.
- Song, X. D. 1., B. M. Wallace, J. R. Gardner, N. M. Ledbetter, K. Q. Weinberger, and D. L. Barbour. 2015. “Fast, Continuous Audiogram Estimation Using Machine Learning.” Ear and Hearing 36 (6): e326–e335. doi:https://doi.org/10.1097/AUD.0000000000000186.
- The Joint Committee on Infant Hearing. 2019. “Year 2019 Position Statement: Principles and Guidelines for Early Hearing Detection and Intervention Programs.” Journal of Early Hearing Detection and Intervention 4 (2): 1–44. doi:https://doi.org/10.15142/fptk-b748nn.
- Vabalas, A., E. Gowen, E. Poliakoff, and A. J. Casson. 2019. “Machine Learning Algorithm Validation with a Limited Sample Size.” PLoS One 14 (11): e0224365. doi:https://doi.org/10.1371/journal.pone.0224365.
- Vade, A., R. Sukhani, M. Dolenga, and C. Habisohn-Schuck. 1995. “Chloral Hydrate Sedation of Children Undergoing CT and MR Imaging: Saftey as Judged by American Academy of Pediatrics Guidelines.” American Journal of Roentgenology 165 (4): 905–909. doi:https://doi.org/10.2214/ajr.165.4.7676990.
- Varma, S., and R. Simon. 2006. “Bias in Error Estimation When Using Cross-Validation for Model Selection.” BMC Bioinformatics 7: 91. doi:https://doi.org/10.1186/1471-2105-7-91.
- Wittmann-Price, R. A., and K. A. Pope. 2002. “Universal Newborn Hearing Screening.” The American Journal of Nursing 102 (11): 71–77. doi:https://doi.org/10.1097/00000446-200211000-00031.
- World Health Organization. 2009. State of hearing & ear care in the South-East Asia region. Accessed 29 March 2020. https://apps.searo.who.int/PDS_DOCS/B1466.pdf
- World Health Organization. 2013. Multi-Country Assessment of National Capacity to Provide Hearing Care. Geneva: World Health Organization. Accessed 20 March 2020. https://www.who.int/pbd/publications/WHOReportHearingCare_Englishweb.pdf
- World Health Organization. 2016. “Childhood Hearing Loss: Strategies for Prevention and Care.” Accessed 30 March 2020. http://apps.who.int/iris/bitstream/10665/204632/1/9789241510325_eng.pdf
- World Health Organization. 2020. Deafness and Hearing Loss: Key Facts. Geneva: World Health Organization. Accessed 17 March 2020. https://www.who.int/news-room/fact-sheets/detail/deafness-and-hearing-loss
- Yuen, K. C., and B. McPherson. 2002. “Audiometric Configurations of Hearing Impaired Children in Hong Kong: Implications for Amplification.” Disability and Rehabilitation 24 (17): 904–913. doi:https://doi.org/10.1080/09638280210148602.