DETECTING ALGORITHM FOR AF AND SAS PRECAUTION SYSTEM VIA SEPARATION BIOSIGNALS

Kenji Hashiodani, Shinichi Takada, Yohei Fukumizu, Hironori Yamauchi, Yoshimasa Kurumi, Tohru Tani

References

  1. [1] H. Sawada, S. Araki, S. Makino, ”UnderdeterminedConvolutive Blind Source Separation via FrequencyBin-Wise Clustering and Permutation Alignment,”IEEE. Trans. ASLP, March 2011, 19, 516–527.
  2. [2] K. Hashiodani, T. Onoue, S. Takada, Y. Fukumizu,H. Yamauchi, Y. Kurumi and T. Tani, “BiosignalsSeparation Method for Medical Diagnostic System,”in Proc ISMICT, March 2011, 156–159.
  3. [3] T. Tsalaile, S.M. Naqvi, K. Nazarpour, S. Sanei, J.A.Chambers, “Blind source extraction of heart soundsignals from lung sound recordings exploiting555periodicity of the heart sound”, in Proc ICASSP,2008, 461–464
  4. [4] T. Hiekata, T. Morita, Y. Ikeda, H. Hashimoto, R.Zhang Y. Takahashi, H. Saruwatari, K. Shikano,“Multiple ICA-based real-time blind sourceextraction applied to handy size microphone,” inProc ICASSP, 2009, April 2009, 121–124
  5. [5] A.K. Khan, T. Onoue, K. Hashiodani, Y. Fukumizu,H. Yamauchi, “Signal and noise separation inmedical diagnostic system based on independentcomponent analysis”, in Proc, APCCAS, 2010,812–815
  6. [6] A. Hyvärinen, J. Karhunen, and E. Oja, IndependentComponent Analysis. New York: Wiley, 2001.
  7. [7] [Online] http://www.geocities.jp/ncn31_31/resp.htm,the homepage of study support of breath sounds
  8. [8] S. Ikeda and N. Murata, “A method of ICA in thefrequency domain,” in Proc. Intl. Workshop on ICAand BSS, 1999, 365–371
  9. [9] Jen-Chien Chien; Ming-Chuan Huang; Yue-Der Lin;Fok-ching Chong; “A study of Heart sound and lungsound separation by Independent ComponentAnalysis Technique” Engineering in Medicine andBiology Society, 2006, 5708–5711
  10. [10] R. Acharyya, F. M. Ham, “A New Approach forBlind Separation of Convolutive Mixtures”, in Proc,IJCNN, 2007, 2075–2080
  11. [11] V. Zarzoso and P. Comon, “Robust IndependentComponent Analysis for Blind Source Separationand Extraction with Application inElectrocardiography”, in Proc, EMBS 2008,3344–3347
  12. [12] F. Ghaderi, S. Sanei, B. Makkiabadi, V.Abolghasemi, J.G. McWhirter, “Heart and lungsound separation using periodic source extractionmethod”, in Proc DSP 2009, 1–6
  13. [13] K. Usman, M. A. Sadiq, H. Juzoji and I. Nakajima“A study of Heartbeat sound separation UsingIndependent Component Analysis Technique”Enterprise Networking and Computing in HealthcareIndustry, 2004, 92–95
  14. [14] A. K. Barros, N. Ohnishi, “Heart InstantaneousFrequency (HIF): An Alternative Approach toExtract Heart Rate”, Biomedical Engineering 2001,850–855
  15. [15] M. T. Pourazad, Z. Moussavi, G. Thomas “Heartsound cancellation from lung sound recordings usingtime-freuency filtering” Med Biol Eng Comput, 2006,44, 216–225556

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