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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...

Disgrifiad llawn

Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Cyhoeddwyd yn:J Digit Imaging
Prif Awduron: Chen, Po-Hao, Zafar, Hanna, Galperin-Aizenberg, Maya, Cook, Tessa
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: Springer International Publishing 2017
Pynciau:
Mynediad Ar-lein: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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