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Integrating Natural Language Processing and Machine Learning Algorithms to Categorize Oncologic Response in Radiology Reports

A significant volume of medical data remains unstructured. Natural language processing (NLP) and machine learning (ML) techniques have shown to successfully extract insights from radiology reports. However, the codependent effects of NLP and ML in this context have not been well-studied. Between Apr...

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Detalhes bibliográficos
Publicado no:J Digit Imaging
Main Authors: Chen, Po-Hao, Zafar, Hanna, Galperin-Aizenberg, Maya, Cook, Tessa
Formato: Artigo
Idioma:Inglês
Publicado em: Springer International Publishing 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC5873468/
https://ncbi.nlm.nih.gov/pubmed/29079959
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s10278-017-0027-x
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