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International Journal of Audiology Volume 49, 2010 - Issue 9
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Original Article

Using cluster analysis to classify audiogram shapes

Cheng-Yung Lee *Department of Otolaryngology, Buddhist Dalin Tzu Chi General Hospital, Chiayi, Taiwan
,
Juen-Haur Hwang *Department of Otolaryngology, Buddhist Dalin Tzu Chi General Hospital, Chiayi, Taiwan; School of Medicine, Tzu Chi University, Hualien, TaiwanCorrespondence[email protected]
,
Szu-Jen Hou *Department of Otolaryngology, Buddhist Dalin Tzu Chi General Hospital, Chiayi, Taiwan
&
Tien-Chen Liu Department of Otolaryngology, National Taiwan University Hospital, Taipei, Taiwan
Pages 628-633 | Received 20 Sep 2009, Accepted 22 Mar 2010, Published online: 16 Jun 2010

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Sreeram Kaithali Narayanan, Palle Rye, Tobias Piechowiak, Gert Ravn, Anne Wolff, Sabina Storbjerg Houmøller, Jesper Hvass Schmidt & Dorte Hammershøi. (2023) Can real-ear insertion gain deviations from generic fitting prescriptions predict self-reported outcomes?. International Journal of Audiology 62:5, pages 433-441.
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Ting Cai, Bradley McPherson, Caiwei Li & Feng Yang. (2018) Pure tone hearing profiles in children with otitis media with effusion. Disability and Rehabilitation 40:10, pages 1166-1175.
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Articles from other publishers (14)

Ruxue Guo, Ruiyu Liang, Qingyun Wang & Cairong Zou. (2023) Hearing loss classification algorithm based on the insertion gain of hearing aid. Multimedia Tools and Applications 82:26, pages 41225-41239.
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Yanghui Sheng, Ce Yang, Sharon Curhan, Gary Curhan & Molin Wang. (2022) Analytical methods for correlated data arising from multicenter hearing studies. Statistics in Medicine 41:26, pages 5335-5348.
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Mohd Khanapi Abd Ghani, Nasir G. Noma, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Begonya Garcia-Zapirain, Mashael S. Maashi & Salama A. Mostafa. (2021) Innovative Artificial Intelligence Approach for Hearing-Loss Symptoms Identification Model Using Machine Learning Techniques. Sustainability 13:10, pages 5406.
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Qixuan Wang, Minfei Qian, Lu Yang, Junbo Shi, Yingying Hong, Kun Han, Chen Li, James Lin, Zhiwu Huang & Hao Wu. (2021) Audiometric Phenotypes of Noise-Induced Hearing Loss by Data-Driven Cluster Analysis and Their Relevant Characteristics. Frontiers in Medicine 8.
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Oren Weininger, Athanasia Warnecke, Anke Lesinski-Schiedat, Thomas Lenarz & Stefan Stolle. (2019) Computational analysis based on audioprofiles: A new possibility for patient stratification in office-based otology. Audiology Research 9:2, pages 230.
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Tetsuo WatanabeMasashi Suzuki. (2019) Analysis of the Audiogram Shape in Patients with Idiopathic Sudden Sensorineural Hearing Loss using a Cluster Analysis. Ear, Nose & Throat Journal 97:6, pages 2-6.
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Francois Charih, Matthew Bromwich, Renee Lefrancois, Amy E. Mark & James R. Green. (2018) Mining Audiograms to Improve the Interpretability of Automated Audiometry Measurements. Mining Audiograms to Improve the Interpretability of Automated Audiometry Measurements.
Joseph Mellor, Michael A. Stone & John Keane. (2018) Application of Data Mining to a Large Hearing-Aid Manufacturer’s Dataset to Identify Possible Benefits for Clinicians, Manufacturers, and Users. Trends in Hearing 22, pages 233121651877363.
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Han Liu, Huajie Luo, Tao Yang, Hao Wu & Dan Chen. (2017) Association of leukocyte telomere length and the risk of age-related hearing impairment in Chinese Hans. Scientific Reports 7:1.
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Huajie Luo, Hao Wu, Hailian Shen, Haifeng Chen, Tao Yang, Zhiwu Huang, Xiaojie Jin, Xiuhong Pang, Lei Li, Xianting Hu, Xuemei Jiang, Zhuping Fan & Jiping LI. (2015) The European GWAS-identified risk SNP rs457717 within IQGAP2 is not associated with age-related hearing impairment in Han male Chinese population. European Archives of Oto-Rhino-Laryngology 273:7, pages 1677-1687.
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Huajie Luo, Tao Yang, Xiaojie Jin, Xiuhong Pang, Jiping Li, Yongchuan Chai, Lei Li, Yi Zhang, Luping Zhang, Zhihua Zhang, Wenjing Wu, Qin Zhang, Xianting Hu, Jingwen Sun, Xuemei Jiang, Zhuping Fan, Zhiwu Huang & Hao Wu. (2013) Association of GRM7 Variants with Different Phenotype Patterns of Age-Related Hearing Impairment in an Elderly Male Han Chinese Population. PLoS ONE 8:10, pages e77153.
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. (2013) . AUDIOLOGY JAPAN 56:5, pages 527-528.
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Nasir G. Noma & Mohd Khanapi Abd Ghani. (2012) Discovering pattern in medical audiology data with FP-growth algorithm. Discovering pattern in medical audiology data with FP-growth algorithm.
Yan-Han Lin, Chen-Chi Wu, Chuan-Jen Hsu, Juen-Haur Hwang & Tien-Chen Liu. (2011) The grainyhead-like 2 gene ( GRHL2 ) single nucleotide polymorphism is not associated with age-related hearing impairment in Han Chinese . The Laryngoscope 121:6, pages 1303-1307.
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