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Multimodal fusion with deep neural networks for leveraging CT imaging and electronic health record: a case-study in pulmonary embolism detection

Recent advancements in deep learning have led to a resurgence of medical imaging and Electronic Medical Record (EMR) models for a variety of applications, including clinical decision support, automated workflow triage, clinical prediction and more. However, very few models have been developed to int...

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Detalles Bibliográficos
Autores principales: Huang, Shih-Cheng, Pareek, Anuj, Zamanian, Roham, Banerjee, Imon, Lungren, Matthew P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7746687/
https://www.ncbi.nlm.nih.gov/pubmed/33335111
http://dx.doi.org/10.1038/s41598-020-78888-w