Reference: | 周坤達、吳紹豪、蕭光明 (2012)。簡介阻塞型睡眠呼吸中止症。台北市醫師公會會刊,第56卷,第10期。 法務部 (2019)。人體研究法,全國法規資料庫 陳承昌(2006)。支持向量機及Plausible Neural Network於水稻田辨識之研究。國立交通大學土木工程研究所論文 陳時仲(2015)。隨機森林模型效力評估。國立交通大學統計研究所論文 衛生福利部國民健康署 (2020)。成人健康體位標準,載於: https://www.hpa.gov.tw/Pages/Detail.aspx?nodeid=542&pid=9737 鐘威昇、侯承伯 (2013)。阻塞性呼吸中止症候群。家庭醫學與基層醫療,第28卷,第6期。
英文部份 Ben-Hur, A., Horn, D., Siegelmann, H.T., & Vapnik, V. (2001) Support vector clustering. Journal of Machine Learning Research, 125–137. Bradley, T. D., & Floras, J. S. (2009). Obstructive sleep apnea and its cardiovascular consequences. Lancet, 373(9657), 82–93. Breiman, L. (2001) Random Forests. Machine Learning 45, 5–32. Breiman, L., Friedman, J.H., Olshen, R.A., & Stone, C.J. (1984). Classification And Regression Trees (1st ed.). Routledge. Cortes, C., Vapnik, V. (1995). Support-vector networks., Mach Learn 20, 273–297. Dinges, D. F., Weaver, T. E. (2003). Effects of modafinil on sustained attention performance and quality of life in OSA patients with residual sleepiness while being treated with nCPAP. Sleep Medicine, Volume 4, Issue 5, 1389-9457. Eckert, D. J., Owens, R. L., Kehlmann, G. B., Wellman, A., Rahangdale, S., Yim-Yeh, S., White, D. P., & Malhotra, A. (2011). Eszopiclone increases the respiratory arousal threshold and lowers the apnea/hypopnea index in obstructive sleep apnea patients with a low arousal threshold. Clinical science, 120(12), 505–514. Eckert, D. J., Owens, R. L., Kehlmann, G. B., Wellman, A., Rahangdale, S., Yim-Yeh, S., White, D. P., & Malhotra, A. (2011). Eszopiclone increases the respiratory arousal threshold and lowers the apnoea/hypopnoea index in obstructive sleep apnoea patients with a low arousal threshold. Clinical science, 120(12), 505–514. Eckert, D. J., White, D. P., Jordan, A. S., Malhotra, A., & Wellman, A. (2013). Defining phenotypic causes of obstructive sleep apnea. Identification of novel therapeutic targets. American journal of respiratory and critical care medicine, 188(8), 996–1004. Edwards, B. A., Eckert, D. J., McSharry, D. G., Sands, S. A., Desai, A., Kehlmann, G., Bakker, J. P., Genta, P. R., Owens, R. L., White, D. P., Wellman, A., & Malhotra, A. (2014). Clinical predictors of the respiratory arousal threshold in patients with obstructive sleep apnea. American journal of respiratory and critical care medicine, 190(11), 1293–1300. Franklin, K. A., & Lindberg, E. (2015). Obstructive sleep apnea is a common disorder in the population-a review on the epidemiology of sleep apnea. Journal of thoracic disease, 7(8), 1311–1322. Geraldine M. N., Liam S. D., Walter T. N. (2007) Auto-Adjusting Versus Fixed Positive Pressure Therapy in Mild to Moderate Obstructive Sleep Apnoea, Sleep, Volume 30, Issue 2, 189-194 Glass, G. V. (1965). A ranking variable analogue of biserial correlation: Implications for short-cut item analysis. Journal of Educational Measurement, 2(1), 91–95. Gray, E. L., McKenzie, D. K., & Eckert, D. J. (2017). Obstructive Sleep Apnea without Obesity Is Common and Difficult to Treat: Evidence for a Distinct Pathophysiological Phenotype. Journal of clinical sleep medicine, 13(1), 81–88. Hang, LW., Huang, CS. & Cheng, WJ. (2020). Clinical characteristics of Asian patients with sleep apnea with low arousal threshold and sleep structure change with continuous positive airway pressure. Sleep Breath. Haykin, S., & Network, N. (2004). A comprehensive foundation. Neural networks, 2, 41. Hosmer, D. W., Lemeshow, S. (2013) Applied Logistic Regression Second Edition. New York : John Wiley & Sons, Inc. Hung YC. (2020). Support vector classification. National Chengchi University Department of Statistics Kingma, D and Ba, J . (2015) Adam: A method for Stochastic Optimization. Lee, R., Sutherland, K., Sands, S. A., Edwards, B. A., Chan, T. O., Susana, S. S. NG., Hui, D. S., & Cistulli, P. A. (2017). Differences in respiratory arousal threshold in Caucasian and Chinese patients with obstructive sleep apnoea. Respirology, 22(5), 1015–1021. Li, K. K., Kushida, C., Powell, N. B., Riley, R. W., & Guilleminault, C. (2000). Obstructive sleep apnea syndrome: a comparison between Far-East Asian and white men. The Laryngoscope, 110. Liu, D., Myles, H., Foley, D. L., Watts, G. F., Morgan, V. A., Castle, D., Waterreus, A., Mackinnon, A., & Galletly, C. A. (2016). Risk Factors for Obstructive Sleep Apnea Are Prevalent in People with Psychosis and Correlate with Impaired Social Functioning and Poor Physical Health. Frontiers in psychiatry, 7, 139. Mansukhani, M.P., Kolla, B P., Olson, E. J., Ramar K., & Morgenthaler, T. I. (2014) Bilevel positive airway pressure for obstructive sleep apnea, Expert Review of Medical Devices, 283-294 Moghalu, O., Whitesell, P., & Kwagyan, J. (2020) Low Respiratory Arousal Threshold (LRAT) in African Americans with Obstructive Sleep Apnea (OSA). (2740) Neurology, 94. Pavwoski, P., Shelgikar, A. V. (2017). Treatment options for obstructive sleep apnea, Neurol Clinical Practice, 7(1) 77-85. Pratt J.W., Gibbons J.D. (1981) Kolmogorov-Smirnov Two-Sample Tests. In: Concepts of Nonparametric Theory. Springer Series in Statistics. Springer, New York Zinchuk, A., Edwards, B. A., Jeon, S., Koo, B. B., Concato, J., Sands, S., Wellman, A., & Yaggi, H. K. (2018). Prevalence, Associated Clinical Features, and Impact on Continuous Positive Airway Pressure Use of a Low Respiratory Arousal Threshold Among Male United States Veterans With Obstructive Sleep Apnea. Journal of clinical sleep medicine, 14(5), 809–817. |