Papers

  1. "Automatic component selection for noise reduction in magnetocardiograph based on independent component analysis"
    M. Iwai, K. Kobayashi, M. Yoshizawa, Y. Uchikawa, F. M. Bui, JMSJ, vol. 41, no. 2, pp. 41–45, 2017.
  2. "Dimensional contraction by principal component analysis as preprocessing for independent component analysis at MCG"
    M. Iwai, K. Kobayashi, Biomedical Engineering Letters, DOI: 10.1007/s13534-017-0024-5, 2017.
  3. "Quantitative Independent Component Selection Using Attractor Analysis for Noise Reduction in Magnetocardiogram Signals"
    K. Kobayashi, M. Iwai, IEEE Transactions on Magnetics, vol. 54, no. 11, 2018.
  4. "Magnetocardiography Current Source Estimation using Multiple Spatial Filters"
    K. Kobayashi, M. Iwai, Y. Ono, W. Sun, M. Sugimachi, K. Kusano, T. Shishido, JMSJ, vol. 45, no. 5, pp. 131–135, 2021.
  5. "Evaluation of Sensor and Analysis area in the Signal Source Estimation by Spatial Filter for Magnetocardiography"
    M. Iwai, S. Narita, K. Kobayashi, W. Sun, IEEE Transactions on Magnetics, vol. 58, no. 9, 2022.
  6. "Magnetocardiography Inverse Estimation from a Realistic Ventricular Model Using Spatial Filter Methods: A Simulation Study"
    W. Sun, M. Iwai, K. Kobayashi, JMSJ, vol. 46, no. 5, pp. 97–101, 2022.
  7. "Development of a Respiration and Cardiac Dynamics Waves Measurement System using Coupled Capacitance Electrode"
    M. Iwai, K. Sasaki, N. Honma, K. Kobayashi, ABE, vol. 12, pp. 117–123, 2023.
  8. "Vital Sign Tracking Using Modified Constant Modulus Algorithm Adaptive Array"
    Y. Ogawa, N. Honma, K. Murata, M. Iwai, K. Kobayashi, IEEE Sensors Letters, vol. 7, no. 2, 2023.
  9. "Night-Time Monitoring System for Getting-up Action of Older Person Based on Single Camera and Infrared Reflective Sheet"
    M. He, M. Iwai, T. Nishino, K. Miura, R. Watanabe, K. Kobayashi, ABE, vol. 12, pp. 214–224, 2023.
  10. "TF-RHYTHMM: Time–Frequency Ridge-Based Heart Rate Estimation Yielded Through Mode Matching for MIMO Radar"
    N. Honma, K. Murata, M. Iwai, K. Kobayashi, IEEE Sensors Letters, vol. 9, no. 9, 2025.
    Title search on IEEE Xplore
  11. "Random Forest-Based Blood Oxygen Saturation Estimation System Using a Web Camera"
    B. Ayurzana, M. Iwai, O. Bataa, K. Kobayashi, ABE, vol. 15, pp. 254–264, 2026.
  12. "Identification of Elderly Getting-up Posture System with Infrared Camera Using Deep Learning Model for Bed Fall Prevention"
    U. Luvsansambuu, M. Iwai, T. Tserendondog, T. Shimosawa, R. Endo, T. Urano, K. Kobayashi, ABE, vol. 15, pp. 272–285, 2026.
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