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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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Bibliografiske detaljer
Udgivet i:J Biomed Inform
Main Authors: Datta, Surabhi, Si, Yuqi, Rodriguez, Laritza, Shooshan, Sonya E, Demner-Fushman, Dina, Roberts, Kirk
Format: Artigo
Sprog:Inglês
Udgivet: 2020
Fag:
Online adgang: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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