Deep learning-based prediction of rib fracture presence in frontal radiographs of children under two years of age: a proof-of-concept study.

Ghosh, Adarsh; Bose, Saurav; Patton, Daniella; Kumar, Ishaan; Khalkhali, Vahid; Henry, M Katherine; Ouyang, Minhui; Huang, Hao; Vossough, Arastoo; Sze, Raymond W; Sotardi, Susan; Francavilla, Michael

Ghosh, Adarsh; Bose, Saurav; Patton, Daniella; Kumar, Ishaan; Khalkhali, Vahid; Henry, M Katherine; Ouyang, Minhui; Huang, Hao; Vossough, Arastoo; Sze, Raymond W; Sotardi, Susan; Francavilla, Michael.

Afiliación

Ghosh A; Department of Radiology, Cincinnati Children's Hospital and Medical Center, Cincinnati, Ohio, USA.
Bose S; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Patton D; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Kumar I; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Khalkhali V; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Henry MK; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Ouyang M; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Huang H; Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA.
Vossough A; Center for Pediatric Clinical Effectiveness, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States.
Sze RW; Safe Place: Center for Child Protection and Health, Division of General Pediatrics, Children's Hospital of Philadelphia, Philadelphia, PA.
Sotardi S; Department of Radiology, Children's Hospital of Philadelphia, Philadelphia, PA, USA.
Francavilla M; Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.

Br J Radiol ; 96(1145): 20220778, 2023 Apr 01.

Article en En | MEDLINE | ID: mdl-36802807

Asunto(s)

Aprendizaje Profundo; Fracturas de las Costillas; Humanos; Niño; Lactante; Preescolar; Fracturas de las Costillas/diagnóstico por imagen; Estudios Retrospectivos; Radiografía; Curva ROC

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Asunto principal: Fracturas de las Costillas / Aprendizaje Profundo Tipo de estudio: Diagnostic_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Límite: Child / Child, preschool / Humans / Infant Idioma: En Revista: Br J Radiol Año: 2023 Tipo del documento: Article País de afiliación: Estados Unidos

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