PhD Graduate Student Thesis

Carleton University Department of Systems and Computer Engineering

2022

Human Respiratory Sound Classification for Remote Health Monitoring Applications
Madison Cohen-MacFarlane
Supervisors: Rafik Goubran, Frank Knoefel

Publications

  1. “The Assessment of Cognitive and Physical Well-Being through Ambient Sensor Measures of Movement Towards Longitudinal Assessment of Activities of Daily Living”, Bennett, S., Cohen-MacFarlane, M., Wallace, B., Goubran, R., Knoefel, F., IEEE Instrumentation and Measurement Magazine, 2021.
  2. Bed-based Health Monitoring using Pressure Sensitive Technology: A Review“, Cohen-MacFarlane, M., Bennett, S., Wallace, B., Goubran, R., Knoefel, F., IEEE Instrumentation and Measurement Magazine, 2021.
  3. Analysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization”, J. Valdés, P. Xi, M. Cohen-McFarlane, B. Wallace, R. Goubran, F. Knoefel, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  4. Impact of face coverings on cough measurement characterization”, Cohen-McFarlane, M., Xi, P., Wallace, B., Valdés, J., Goubran, R. Knoefel, F., 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.
  5. Novel coronavirus (2019) cough database: NoCoCoDa,” M. Cohen-Mcfarlane, R. Goubran, and F. Knoefel, IEEE Access, vol. 8, pp. 154087–154094, Aug. 2020.
  6. The Assessment of Cognitive and Physical Well-Being through Ambient Sensor Measures of Movement towards Longitudinal Monitoring of Activities of Daily Living,” S. Bennett, M. Cohen-McFarlane, B. Wallace, R. Goubran, and F. Knoefel, IEEE Instrum. Meas. Mag., vol. 24, no. 6, pp. 79–88, Sep. 2021.
  7. Challenges with Audio Classification using Image Based Approaches for Health Measurement Applications,” M. Cohen-McFarlane, R. Goubran, and B. Wallace, in 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Jun. 2020.
  8. Chaos Game Representation of Audio Signals,” M. Cohen-Mcfarlane, K. Dick, J. R. Green, and R. Goubran, in 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021, pp. 1–6.