2023
Machine Learning Algorithm Detection of Confluent B-Lines
Baloescu C, Rucki A, Chen A, Zahiri M, Ghoshal G, Wang J, Chew R, Kessler D, Chan D, Hicks B, Schnittke N, Shupp J, Gregory K, Raju B, Moore C. Machine Learning Algorithm Detection of Confluent B-Lines. Ultrasound In Medicine & Biology 2023, 49: 2095-2102. PMID: 37365065, DOI: 10.1016/j.ultrasmedbio.2023.05.016.Peer-Reviewed Original ResearchMeSH KeywordsAdultAlgorithmsHumansLungMachine LearningProspective StudiesPulmonary EdemaUltrasonographyConceptsConfluent B-lines
2021
Interobserver Agreement and Correlation of an Automated Algorithm for B‐Line Identification and Quantification With Expert Sonologist Review in a Handheld Ultrasound Device
Moore CL, Wang J, Battisti AJ, Chen A, Fincke J, Wang A, Wagner M, Raju B, Baloescu C. Interobserver Agreement and Correlation of an Automated Algorithm for B‐Line Identification and Quantification With Expert Sonologist Review in a Handheld Ultrasound Device. Journal Of Ultrasound In Medicine 2021, 41: 2487-2495. PMID: 34964489, DOI: 10.1002/jum.15935.Peer-Reviewed Original ResearchMeSH KeywordsAdultAlgorithmsDyspneaHumansObserver VariationReproducibility of ResultsUltrasonographyConceptsIntraclass correlation coefficientHandheld ultrasound deviceB-linesAdult emergency department patientsPathologic lung conditionsEmergency department patientsUltrasound deviceDepartment patientsLung conditionsClinical studiesInterobserver agreementWeighted KappaUltrasound expertsPatientsCountMultiple settingsKappaUnique subjectsDyspnea
2020
Automated Lung Ultrasound B-Line Assessment Using a Deep Learning Algorithm
Baloescu C, Toporek G, Kim S, McNamara K, Liu R, Shaw MM, McNamara RL, Raju BI, Moore CL. Automated Lung Ultrasound B-Line Assessment Using a Deep Learning Algorithm. IEEE Transactions On Ultrasonics Ferroelectrics And Frequency Control 2020, 67: 2312-2320. PMID: 32746183, DOI: 10.1109/tuffc.2020.3002249.Peer-Reviewed Original Research