|
[1] P. G. Woodruff, M. Van Den Berge, R. C. Boucher, C. Brightling, E. G. Burchard, S. A. Christenson, et al., "American Thoracic Society/National Heart, Lung, and Blood Institute Asthma–Chronic Obstructive Pulmonary Disease Overlap Workshop Report," American journal of respiratory and critical care medicine, vol. 196, no. 3, pp. 375-381, Aug. 2017.
[2] I. Asher and N. Pearce, "Global burden of asthma among children," The international journal of tuberculosis and lung disease, vol. 18, no. 11, pp. 1269-1278, Nov. 2014.
[3] J. B. Soriano, A. A. Abajobir, K. H. Abate, S. F. Abera, A. Agrawal, M. B. Ahmed, et al., "Global, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990–2015: a systematic analysis for the Global Burden of Disease Study 2015," The Lancet Respiratory Medicine, vol. 5, no. 9, pp. 691-706, Sep. 2017.
[4] B. Burrows, "Pulmonary Terms and Symbols: A Report of the ACCP-ATS Joint Committee on Pulmonary Nomenclature," Chest, vol. 67, no. 5, pp. 583-593, May 1975.
[5] S. A. Taplidou and L. J. Hadjileontiadis, "Wheeze detection based on time-frequency analysis of breath sounds," Computers in Biology and Medicine, vol. 37, no. 8, pp. 1073-1083, Aug. 2007.
[6] S. M. Shaharum, K. Sundaraj, and R. Palaniappan, "A survey on automated wheeze detection systems for asthmatic patients," Bosnian Journal of Basic Medical Sciences, vol. 12, no. 4, pp. 249-255, Nov. 2012.
[7] M. L. Levy, S. Godfrey, C. S. Irving, A. Sheikh, W. Hanekom, N. Ambulatory Care, et al., "Wheeze Detection: Recordings vs. Assessment of Physician and Parent," Journal of Asthma, vol. 41, no. 8, pp. 845-853, Jan. 2004.
[8] A. R. A. Sovijarvi, J. Vanderschoot, and J. R. Eavis, “Standardization of computerized respiratory sound analysis,” European Respiratory Review, vol. 10, no. 77, pp. 585–649, Jan. 2000.
[9] R. L. H. Murphy, S. K. Holford, and W. C. Knowler, "Visual Lung-Sound Characterization by Time-Expanded Wave-Form Analysis," New England Journal of Medicine, vol. 296, no. 17, pp. 968-971, Apr. 1977.
[10] A. Cohen and D. Landsberg, "Analysis and Automatic Classification of Breath Sounds," IEEE Transactions on Biomedical Engineering, vol. BME-31, no. 9, pp. 585-590, Sep. 1984.
[11] L. P. Malmberg, L. Pesu, and A. R. Sovijärvi, "Significant differences in flow standardised breath sound spectra in patients with chronic obstructive pulmonary disease, stable asthma, and healthy lungs," Thorax, vol. 50, no. 12, pp. 1285-1291, Dec. 1995.
[12] A. H. Corbera, J. A. Fiz, J. Morera, and R. Jane, "Time-frequency detection and analysis of wheezes during forced exhalation," IEEE Transactions on Biomedical Engineering, vol. 51, no. 1, pp. 182-186, Jan. 2004.
[13] T. R. Fenton, H. Pasterkamp, A. Tal, and V. Chernick, "Automated Spectral Characterization of Wheezing in Asthmatic Children," IEEE Transactions on Biomedical Engineering, vol. BME-32, no. 1, pp. 50-55, Jan. 1985.
[14] F. Jin, S. Krishnan, and F. Sattar, "Adventitious Sounds Identification and Extraction Using Temporal–Spectral Dominance-Based Features," IEEE Transactions on Biomedical Engineering, vol. 58, no. 11, pp. 3078-3087, Nov. 2011.
[15] R. J. Riella, P. Nohama, and J. M. Maia, "Method for automatic detection of wheezing in lung sounds," Brazilian Journal of Medical and Biological Research, vol. 42, pp. 674-684, Jul. 2009.
[16] B. S. Lin, Huey-Dong Wu, and Sao-Jie Chen, "Automatic Wheezing Detection Based on Signal Processing of Spectrogram and Back-Propagation Neural Network," Journal of Healthcare Engineering, vol. 6, no. 4, Aug. 2015.
[17] B. S. Lin and B. S. Lin, "Automatic Wheezing Detection Using Speech Recognition Technique," Journal of Medical and Biological Engineering, vol. 36, no. 4, pp. 545-554, Aug. 2016.
[18] L. Cao, Z. Ju, J. Li, R. Jian, and C. Jiang, "Sequence detection analysis based on canonical correlation for steady-state visual evoked potential brain computer interfaces," Journal of Neuroscience Methods, vol. 253, pp. 10-17, Sep. 2015.
[19] M. Nakanishi, Y. J. Wang, Y. T. Wang, and T. P. Jung, "A Comparison Study of Canonical Correlation Analysis Based Methods for Detecting Steady-State Visual Evoked Potentials," Plos One, vol. 10, no. 10, Oct. 2015.
[20] J. Fang, D. Lin, S. C. Schulz, Z. Xu, V. D. Calhoun, and Y.-P. Wang, "Joint sparse canonical correlation analysis for detecting differential imaging genetics modules," Bioinformatics, vol. 32, no. 22, pp. 3480-3488, Jul. 2016.
[21] M. A. Nicolaou, V. Pavlovic, and M. Pantic, "Dynamic Probabilistic CCA for Analysis of Affective Behavior and Fusion of Continuous Annotations," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 36, no. 7, pp. 1299-1311, Jul. 2014.
[22] A. R. A. Sovijarvi, J. Vanderschoot, L. P. Malmerg, G. Righini, and S. A. T. Stoneman, "Definition of terms for applications of respiratory sounds," European Respiratory Review, vol. 10, no. 77, pp. 597-610, Dec. 2000.
[23] G. Charbonneau, E. Ademovic, B. M. G. Cheetham, L. P. Malmberg, J. Vanderschoot and A. R. A. Sovijarvi, "Basic techniques for respiratory sound analysis," European Respiratory Review, vol. 10, no. 77, pp. 625-635, Jan. 2000.
[24] M. Fernandez-Granero, D. Sanchez-Morillo, and A. Leon-Jimenez, "Computerised Analysis of Telemonitored Respiratory Sounds for Predicting Acute Exacerbations of COPD," Sensors, vol. 15, no. 10, pp. 26978, Oct. 2015.
[25] T. Tomomasa, A. Morikawa, R. H. Sandler, H. A. Mansy, H. Koneko, T. Masahiko, et al., "Gastrointestinal sounds and migrating motor complex in fasted humans," The American journal of gastroenterology, vol. 94, no. 2, pp. 374, Feb. 1999.
[26] O. Rioul and M. Vetterli, "Wavelets and signal processing," IEEE Signal Processing Magazine, vol. 8, no. 4, pp. 14-38, Oct. 1991.
[27] H. Hotelling, "Relations Between Two Sets of Variates," Biometrika, vol. 28, no. 3/4, pp. 321-377, Dec. 1936.
[28] V. Uurtio, J. M. Monteiro, J. Kandola, J. Shawe-Taylor, D. Fernandez-Reyes, and J. Rousu, "A Tutorial on Canonical Correlation Methods," ACM Computing Surveys, vol. 50, no. 6, pp. 1-33, Dec. 2017.
[29] U. Ravale, N. Marathe, and P. Padiya, "Feature Selection Based Hybrid Anomaly Intrusion Detection System Using K Means and RBF Kernel Function," Procedia Computer Science, vol. 45, pp. 428-435, Jan. 2015.
[30] W. Liu, P. P. Pokharel, and J. C. Principe, "The Kernel Least-Mean-Square Algorithm," IEEE Transactions on Signal Processing, vol. 56, no. 2, pp. 543-554, Feb. 2008.
[31] D. C. Doeing and J. Solway, "Airway smooth muscle in the pathophysiology and treatment of asthma," Journal of Applied Physiology, vol. 114, no. 7, pp. 834-843, Jan. 2013.
[32] J. B. Howell, "Behavioural breathlessness," Thorax, vol. 45, no. 4, pp. 287-292, Apr. 1990.
[33] E. D. Bateman, S. S. Hurd, P. J. Barnes, J. Bousquet, J. M. Drazen, M. FitzGerald, et al., "Global strategy for asthma management and prevention: GINA executive summary," European Respiratory Journal, vol. 31, no. 1, pp. 143-178, Jan. 2008.
[34] P. Brown, A. Ning, A. Greening, A. McLean, and G. Crompton, "Peak inspiratory flow through Turbuhaler in acute asthma," European Respiratory Journal, vol. 8, no. 11, pp. 1940-1941, Nov. 1995.
[35] P. Paredi, M. Goldman, A. Alamen, P. Ausin, O. S. Usmani, N. B. Pride, et al., "Comparison of inspiratory and expiratory resistance and reactance in patients with asthma and chronic obstructive pulmonary disease," Thorax, vol. 65, no. 3, pp. 263-267, Mar. 2010.
[36] S. Rietveld, E. H. Dooijes, L. H. Rijssenbeek-Nouwens, F. Smit, P. J. Prins, A. M. Kolk, et al., "Characteristics of wheeze during histamine-induced airways obstruction in children with asthma," Thorax, vol. 50, no. 2, pp. 143-148, Feb. 1995.
[37] S. Rietveld and E. H. Dooijes, "Characteristics and Diagnostic Significance of Wheezes During Exercise-Induced Airway Obstruction in Children With Asthma," Chest, vol. 110, no. 3, pp. 624-631, Sep. 1996.
[38] S. L. Demeter and E. M. Cordasco, "Hyperventilation syndrome and asthma," The American Journal of Medicine, vol. 81, no. 6, pp. 989-994, Dec. 1986.
[39] A. Dirksen, F. Madsen, T. Engel, L. Frølund, J. H. Heinig, and H. Mosbech, "Airway calibre as a confounder in interpreting bronchial responsiveness in asthma," Thorax, vol. 47, no. 9, pp. 702-706, Sep. 1992.
[40] S. Rietveld, D. Vaghi, M. Oud, E. H. Dooijes, and L. H. M. Rijssenbeek-nouwens, "Characteristics and Diagnostic Significance of Spontaneous Wheezing in Children with Asthma: Results of Continuous In Vivo Sound Recording," Journal of Asthma, vol. 36, no. 4, pp. 351-358, Jan. 1999.
[41] S. v. d. V. A. M.M., G. Romy, J. J. C., H. Albert, J. V. W.V., and D. Liesbeth, "Foetal and infant growth patterns, airway resistance and school-age asthma," Respirology, vol. 21, no. 4, pp. 674-682, May 2016.
[42] E. Oostveen, H. Bentouhami, M. Hagendorens, W. De Backer, and J. Weyler, "Nonuniform growth in pediatric lung function between 4 and 14 years of age," European Respiratory Journal, vol. 48, no. suppl 60, 2016.
[43] H. Chizu, N. Yukio, M. Katsumi, and T. Tsukasa, "High-pitched breath sounds indicate airflow limitation in asymptomatic asthmatic children," Respirology, vol. 14, no. 3, pp. 399-403, Apr. 2009.
[44] A. Bohadana, G. Izbicki, and S. S. Kraman, "Fundamentals of Lung Auscultation," New England Journal of Medicine, vol. 370, no. 8, pp. 744-751, Feb. 2014.
[45] M. Wiśniewski and T. P. Zieliński, "Joint Application of Audio Spectral Envelope and Tonality Index in an E-Asthma Monitoring System," IEEE Journal of Biomedical and Health Informatics, vol. 19, no. 3, pp. 1009-1018, May 2015.
[46] M. Lozano, J. A. Fiz, and R. Jané, "Automatic Differentiation of Normal and Continuous Adventitious Respiratory Sounds Using Ensemble Empirical Mode Decomposition and Instantaneous Frequency," IEEE Journal of Biomedical and Health Informatics, vol. 20, no. 2, pp. 486-497, Mar. 2016.
[47] D. Oletic and V. Bilas, "Asthmatic Wheeze Detection from Compressively Sensed Respiratory Sound Spectra," IEEE Journal of Biomedical and Health Informatics, pp. 1-1, Dec. 2017.
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