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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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Библиографические подробности
Опубликовано в: :J Biomed Inform
Главные авторы: Datta, Surabhi, Si, Yuqi, Rodriguez, Laritza, Shooshan, Sonya E, Demner-Fushman, Dina, Roberts, Kirk
Формат: Artigo
Язык:Inglês
Опубликовано: 2020
Предметы:
Online-ссылка: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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