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Research ArticleOriginal Research

Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI-Aided Stethoscope

Andrzej Emeryk, Eric Derom, Kamil Janeczek, Barbara Kuźnar-Kamińska, Anna Zelent, Mateusz Łukaszyk, Tomasz Grzywalski, Anna Pastusiak, Adam Biniakowski, Krzysztof Szarzyński, Dick Botteldooren, Jędrzej Kociński and Honorata Hafke-Dys
The Annals of Family Medicine November 2023, 21 (6) 517-525; DOI: https://doi.org/10.1370/afm.3039
Andrzej Emeryk
Department of Paediatric Pulmonology and Rheumatology, Faculty of Medicine, Medical University of Lublin, Lublin, Poland (A.E., K.J.);
MD, PhD
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Eric Derom
Department of Respiratory Medicine, Ghent University Hospital, Ghent, Belgium (E.D.);
MD, PhD
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Kamil Janeczek
Department of Paediatric Pulmonology and Rheumatology, Faculty of Medicine, Medical University of Lublin, Lublin, Poland (A.E., K.J.);
MD, PhD
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  • For correspondence: kamil.janeczek@umlub.pl
Barbara Kuźnar-Kamińska
Department of Pulmonology, Allergology, and Respiratory Oncology, Poznań University of Medical Sciences, Poznań, Poland (B.K.K.);
MD, PhD
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Anna Zelent
Department of Pediatric Pneumonology, Allergology, and Clinical Immunology, Poznań University of Medical Sciences, Poznań, Poland (A.Z.);
MD, PhD
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Mateusz Łukaszyk
1st Department of Lung Diseases and Tuberculosis, Faculty of Medicine, Medical University of Bialystok, Białystok, Poland (M.Ł.);
MD
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Tomasz Grzywalski
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
WAVES Research Group, Department of Information Technology, Ghent University, Ghent, Belgium (T.G., D.B.);
MSc
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Anna Pastusiak
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
Department of Acoustics, Faculty of Physics, Adam Mickiewicz University, Poznań, Poland (A.P., J.K., H.H.D)
MSc
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Adam Biniakowski
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
MSc
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Krzysztof Szarzyński
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
MSc
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Dick Botteldooren
WAVES Research Group, Department of Information Technology, Ghent University, Ghent, Belgium (T.G., D.B.);
PhD
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Jędrzej Kociński
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
Department of Acoustics, Faculty of Physics, Adam Mickiewicz University, Poznań, Poland (A.P., J.K., H.H.D)
PhD
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Honorata Hafke-Dys
StethoMe Sp. z o.o., Poznań, Poland (T.G., A.P., A.B., K.S., J.K., H.H.D);
Department of Acoustics, Faculty of Physics, Adam Mickiewicz University, Poznań, Poland (A.P., J.K., H.H.D)
PhD
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  • RE: Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI- Aided Stethoscope
    Eva I Trujillo-Reynoso, Francisco A Sanchez, Madeline G Geiger and Lorraine S Wallace
    Published on: 27 February 2024
  • Published on: (27 February 2024)
    Page navigation anchor for RE: Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI- Aided Stethoscope
    RE: Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI- Aided Stethoscope
    • Eva I Trujillo-Reynoso, Undergraduate Student, The Ohio State University
    • Other Contributors:
      • Francisco A Sanchez, Undergraduate Student
      • Madeline G Geiger, Undergraduate Student
      • Lorraine S Wallace, Associate Professor-- College of Medicine

    As students interested in entering the healthcare field, we found great interest in
    your AI-Aided stethoscope study. Given the challenges in accessing routine primary
    care, the need for a remote form of care such as AI is at an all-time high. Do you think
    AI technologies will be useful in improving access to care in the home setting? Would
    use of a similar device transfer across other countries? This study in Poland focused on
    the success level of exacerbation detection in patients with asthma in an at-home
    setting. Given that Poland provides universal health care, one can assume that
    accessibility to AI technologies is equitable. However, in other nations such as the US
    which does not have universal health care, how would distribution of a similar device be
    established? Especially for those with limited socioeconomic resources, it could be
    more difficult depending on the cost.
    Another question we pondered was how the AI stethoscope learning process
    would be facilitated if the tool is eventually distributed to other countries. Particularly for
    those with limited technology access, there would have to be some sort of training to
    ensure it can be used correctly.
    The detection levels were found to be most successful in young children under
    the age of 5 years. This result made us wonder if it was challenging for the parents to
    use this new AI technology and also make sure the...

    Show More

    As students interested in entering the healthcare field, we found great interest in
    your AI-Aided stethoscope study. Given the challenges in accessing routine primary
    care, the need for a remote form of care such as AI is at an all-time high. Do you think
    AI technologies will be useful in improving access to care in the home setting? Would
    use of a similar device transfer across other countries? This study in Poland focused on
    the success level of exacerbation detection in patients with asthma in an at-home
    setting. Given that Poland provides universal health care, one can assume that
    accessibility to AI technologies is equitable. However, in other nations such as the US
    which does not have universal health care, how would distribution of a similar device be
    established? Especially for those with limited socioeconomic resources, it could be
    more difficult depending on the cost.
    Another question we pondered was how the AI stethoscope learning process
    would be facilitated if the tool is eventually distributed to other countries. Particularly for
    those with limited technology access, there would have to be some sort of training to
    ensure it can be used correctly.
    The detection levels were found to be most successful in young children under
    the age of 5 years. This result made us wonder if it was challenging for the parents to
    use this new AI technology and also make sure the results were still valid. Is it possible
    that incorrect testing performances by parents skew results and could contribute to high
    detection levels in young children?

    Show Less
    Competing Interests: None declared.
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The Annals of Family Medicine: 21 (6)
The Annals of Family Medicine: 21 (6)
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Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI-Aided Stethoscope
Andrzej Emeryk, Eric Derom, Kamil Janeczek, Barbara Kuźnar-Kamińska, Anna Zelent, Mateusz Łukaszyk, Tomasz Grzywalski, Anna Pastusiak, Adam Biniakowski, Krzysztof Szarzyński, Dick Botteldooren, Jędrzej Kociński, Honorata Hafke-Dys
The Annals of Family Medicine Nov 2023, 21 (6) 517-525; DOI: 10.1370/afm.3039

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Home Monitoring of Asthma Exacerbations in Children and Adults With Use of an AI-Aided Stethoscope
Andrzej Emeryk, Eric Derom, Kamil Janeczek, Barbara Kuźnar-Kamińska, Anna Zelent, Mateusz Łukaszyk, Tomasz Grzywalski, Anna Pastusiak, Adam Biniakowski, Krzysztof Szarzyński, Dick Botteldooren, Jędrzej Kociński, Honorata Hafke-Dys
The Annals of Family Medicine Nov 2023, 21 (6) 517-525; DOI: 10.1370/afm.3039
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Subjects

  • Domains of illness & health:
    • Chronic illness
  • Person groups:
    • Children's health
  • Methods:
    • Quantitative methods
  • Other research types:
    • Professional practice
  • Other topics:
    • Health informatics

Keywords

  • asthma monitoring
  • asthma exacerbation
  • childhood asthma
  • AI-aided medical device
  • home health care

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