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Validation of a Deep Learning–Based Model to Predict Lung Cancer Risk Using Chest Radiographs and Electronic Medical Record Data

IMPORTANCE: Lung cancer screening with chest computed tomography (CT) prevents lung cancer death; however, fewer than 5% of eligible Americans are screened. CXR-LC, an open-source deep learning tool that estimates lung cancer risk from existing chest radiograph images and commonly available electron...

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Detalles Bibliográficos
Autores principales: Raghu, Vineet K., Walia, Anika S., Zinzuwadia, Aniket N., Goiffon, Reece J., Shepard, Jo-Anne O., Aerts, Hugo J. W. L., Lennes, Inga T., Lu, Michael T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Medical Association 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9857639/
https://www.ncbi.nlm.nih.gov/pubmed/36576736
http://dx.doi.org/10.1001/jamanetworkopen.2022.48793