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杏吧原创

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PhD

PhD Graduate Student Thesis

杏吧原创 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

M. Cohen-McFarlane, F., Hassan, P. Xi, B. Wallace, R. Goubran, F. Knoefel, 鈥淚mpact of face covering models on respiratory sound classification applications鈥 2022 IEEE Sensors Applications Symposium (SAS), 2022.

Link to Paper

K. Habashy, J. Valdes, M. Cohen-McFarlane, F., P. Xi, B. Wallace, R. Goubran, F. Knoefel, 鈥淐ough Classification Using Audio Spectrogram Transformer鈥 2022 IEEE Sensors Applications Symposium (SAS), 2022

Link to Paper

M. Cohen-McFarlane, B. Wallace, P. Xi, R. Goubran, F. Knoefel, 鈥淔easibility analysis of the fusion of pressure sensors and audio measurements for respiratory evaluations鈥, 2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022.

Link to Paper

Cohen-McFarlane, M., Xi, P., Wallace, B., Habashy, K., Huq, S., Goubran, R., Knoefel, F., 鈥淓valuation of Respiratory Sounds using Image-based Approaches for Health Measurement Applications鈥, IEEE Open Journal of Engineering in Medicine and Biology, 2022.

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Cohen-MacFarlane, M 鈥淗uman Respiratory Sound Classification for Remote Health Monitoring Applications鈥, PhD Thesis, 杏吧原创 University, 2022.

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Cohen-McFarlane, M., Xi, P., Wallace, B., Vald茅s, J., Goubran, R. Knoefel, F., 鈥淚mpact of face coverings on cough measurement characterization鈥, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.

Link to paper

Vald茅s, J., Xi, P., Cohen-McFarlane, M., Wallace, B., Goubran, R. Knoefel, F., 鈥淎nalysis of cough sound measurements including COVID-19 positive cases: A machine learning characterization鈥, 2021 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2021.

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Bennett, S., Cohen-McFarlane, M., Wallace, B., Goubran, R. Knoefel, F., 鈥淭he Assessment of Cognitive and Physical Well-Being through Ambient Sensor Measures of Movement Towards Longitudinal Assessment of Activities of Daily Living鈥 IEEE Instrumentation Measurement Magazine, Sep 2021.

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Cohen-McFarlane, M., Bennett, S., Wallace, B., Goubran, R. Knoefel, F., 鈥淏ed-based Health Monitoring using Pressure Sensitive Technology: A Review鈥, IEEE Instrumentation Measurement Magazine, April 2021.

Link to Paper

Detecting COVID-19 Through Cough Sounds

This talk is on the work Madison Cohen-MacFarlane in her PhD within the SAM3 research. CBC Radio Interview with Madison Link to replay Cough is …

M. Cohen-McFarlane, R. Goubran, B. Wallace, 鈥淐hallenges with Audio Classification using Image Based Approaches for Health Measurement Applications鈥, 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2020.

Link to paper

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