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DeepLesion: automated mining of large-scale lesion annotations and universal lesion detection with deep learning

Extracting, harvesting, and building large-scale annotated radiological image datasets is a greatly important yet challenging problem. Meanwhile, vast amounts of clinical annotations have been collected and stored in hospitals’ picture archiving and communication systems (PACS). These types of annot...

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Detalhes bibliográficos
Publicado no:J Med Imaging (Bellingham)
Main Authors: Yan, Ke, Wang, Xiaosong, Lu, Le, Summers, Ronald M.
Formato: Artigo
Idioma:Inglês
Publicado em: Society of Photo-Optical Instrumentation Engineers 2018
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6052252/
https://ncbi.nlm.nih.gov/pubmed/30035154
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1117/1.JMI.5.3.036501
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