September 1, 2021 Thesis Open Access

Amsalu Fentie Jember

DataCite XML Export

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  <identifier identifierType="DOI">10.20372/nadre:2542</identifier>
  <creators>
    <creator>
      <creatorName>Amsalu Fentie Jember</creatorName>
    </creator>
  </creators>
  <titles>
    <title>Robust Cough Analysis System for Diagnosis of Tuberculosis Using Artificial Neural Network</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2021</publicationYear>
  <dates>
    <date dateType="Issued">2021-09-01</date>
  </dates>
  <resourceType resourceTypeGeneral="Text">Thesis</resourceType>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://nadre.ethernet.edu.et/record/2542</alternateIdentifier>
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    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.20372/nadre:2541</relatedIdentifier>
    <relatedIdentifier relatedIdentifierType="URL" relationType="IsPartOf">https://nadre.ethernet.edu.et/communities/aastu</relatedIdentifier>
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  <rightsList>
    <rights rightsURI="http://www.opendefinition.org/licenses/cc-by">Creative Commons Attribution</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;This research proposed a robust and easily applied method for tuberculosis (TB) screening system based on the analysis of patients&amp;#39; cough sounds. There are various existing diagnostic tests for TB, but they are expensive and require highly skilled physicians and laboratory facilities. Therefore, there is a need for a low-cost, quick-to-diagnose, and easily accessible solution for diagnosing TB in developing countries using a patient&amp;#39;s cough sound. The coughing sound of patients with TB have distinct mathematical features or information that can indicate a disease. The use of patients&amp;#39; cough sounds to diagnose pulmonary diseases is an active research field with promising results; however, a robust system for diagnosing tuberculosis using cough sounds is currently unavailable commercially&lt;/p&gt;</description>
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