Deep Learning to Assess Long-term Mortality From Chest Radiographs

IMPORTANCE: Chest radiography is the most common diagnostic imaging test in medicine and may also provide information about longevity and prognosis. OBJECTIVE: To develop and test a convolutional neural network (CNN) (named CXR-risk) to predict long-term mortality, including noncancer death, from ch...

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Detalles Bibliográficos
Autores principales: Lu, Michael T., Ivanov, Alexander, Mayrhofer, Thomas, Hosny, Ahmed, Aerts, Hugo J. W. L., Hoffmann, Udo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2019
Materias:
Original Investigation
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6646994/
https://www.ncbi.nlm.nih.gov/pubmed/31322692
http://dx.doi.org/10.1001/jamanetworkopen.2019.7416

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