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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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Bibliographische Detailangaben
Veröffentlicht in:J Digit Imaging
Hauptverfasser: Chen, Po-Hao, Zafar, Hanna, Galperin-Aizenberg, Maya, Cook, Tessa
Format: Artigo
Sprache:Inglês
Veröffentlicht: Springer International Publishing 2017
Schlagworte:
Online Zugang: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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