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Understanding spatial language in radiology: Representation framework, annotation, and spatial relation extraction from chest X-ray reports using deep learning

Radiology reports contain a radiologist’s interpretations of images, and these images frequently describe spatial relations. Important radiographic findings are mostly described in reference to an anatomical location through spatial prepositions. Such spatial relationships are also linked to various...

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Detalhes bibliográficos
Publicado no:J Biomed Inform
Main Authors: Datta, Surabhi, Si, Yuqi, Rodriguez, Laritza, Shooshan, Sonya E, Demner-Fushman, Dina, Roberts, Kirk
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7807990/
https://ncbi.nlm.nih.gov/pubmed/32562898
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.jbi.2020.103473
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