Automated Interpretation of Lung Sounds by Deep Learning in Children With Asthma: Scoping Review and Strengths, Weaknesses, Opportunities, and Threats Analysis
Ruchonnet-Métrailler I, Siebert J, Hartley M, Lacroix L. Automated Interpretation of Lung Sounds by Deep Learning in Children With Asthma: Scoping Review and Strengths, Weaknesses, Opportunities, and Threats Analysis. Journal Of Medical Internet Research 2024, 26: e53662. PMID: 39178033, PMCID: PMC11380063, DOI: 10.2196/53662.Peer-Reviewed Original ResearchConceptsGrey literature searchArtificial intelligenceScoping reviewPediatric asthmaLiterature searchManagement of pediatric asthmaField of medical AILung auscultationDeep learningMedical AIPersonalized management strategiesData collectionThreat analysisRemote monitoring capabilitiesInterpretation of lung soundsLung soundsAccuracy of AIData setsStandardized assessmentAutomated interpretationPulmonary auscultationAbsence of external validationEarly diagnosisIdentified strengthsLung sound analysis