DeepBreath—automated detection of respiratory pathology from lung auscultation in 572 pediatric outpatients across 5 countries
Heitmann J, Glangetas A, Doenz J, Dervaux J, Shama D, Garcia D, Benissa M, Cantais A, Perez A, Müller D, Chavdarova T, Ruchonnet-Metrailler I, Siebert J, Lacroix L, Jaggi M, Gervaix A, Hartley M. DeepBreath—automated detection of respiratory pathology from lung auscultation in 572 pediatric outpatients across 5 countries. Npj Digital Medicine 2023, 6: 104. PMID: 37268730, PMCID: PMC10238513, DOI: 10.1038/s41746-023-00838-3.Peer-Reviewed Original ResearchAcute respiratory illnessPediatric outpatientsRespiratory illnessRespiratory pathologyLung auscultationReceiver operator characteristicHealthy controlsRespiratory rateThoracic sitesRespiratory cycleBronchiolitisPneumoniaOutpatientsPatientsPathological breathingIllnessPathologyAuscultationDisordersSignificant improvementObjective estimatesBreathingAUROC