Diagnostic value of spirometry vs impulse oscillometry: A comparative study in children with sickle cell disease.

Mondal, Pritish; Yirinec, Alison; Midya, Vishal; Sankoorikal, Binu-John; Smink, Gayle; Khokhar, Arshjot; Abu-Hasan, Mutasim; Bascom, Rebecca

Mondal, Pritish; Yirinec, Alison; Midya, Vishal; Sankoorikal, Binu-John; Smink, Gayle; Khokhar, Arshjot; Abu-Hasan, Mutasim; Bascom, Rebecca.

Afiliación

Mondal P; Division of Pediatric Pulmonology, Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania.
Yirinec A; Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania.
Midya V; Department of Biostatistics and Bioinformatics, Penn State College of Medicine, Hershey, Pennsylvania.
Sankoorikal BJ; Division of Pediatric Pulmonology, Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania.
Smink G; Division of Pediatric Hematology, Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania.
Khokhar A; Department of Pediatrics, Penn State College of Medicine, Hershey, Pennsylvania.
Abu-Hasan M; Division of Pediatric Pulmonology, Department of Pediatrics, University of Florida, Gainesville, Florida.
Bascom R; Division of Pulmonology and Critical Care, Department of Medicines, Penn State College of Medicine, Hershey, Pennsylvania.

Pediatr Pulmonol ; 54(9): 1422-1430, 2019 09.

Article en En | MEDLINE | ID: mdl-31211524

Asunto(s)

Anemia de Células Falciformes/complicaciones; Asma/diagnóstico; Aprendizaje Automático; Oscilometría; Espirometría; Adolescente; Asma/complicaciones; Asma/tratamiento farmacológico; Asma/fisiopatología; Broncodilatadores/uso terapéutico; Estudios de Casos y Controles; Niño; Preescolar; Femenino; Humanos; Pulmón/fisiopatología; Masculino; Curva ROC; Pruebas de Función Respiratoria; Mecánica Respiratoria; Estudios Retrospectivos; Capacidad Vital

Palabras clave

XGBoost; impulse oscillometry; machine learning; prediction model; pulmonary function testing; sickle cell disease; spirometry

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Oscilometría / Asma / Espirometría / Aprendizaje Automático / Anemia de Células Falciformes Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Aspecto: Patient_preference Límite: Adolescent / Child / Child, preschool / Female / Humans / Male Idioma: En Revista: Pediatr Pulmonol Asunto de la revista: PEDIATRIA Año: 2019 Tipo del documento: Article Pais de publicación: Estados Unidos

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