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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...

Täydet tiedot

Tallennettuna:
Bibliografiset tiedot
Julkaisussa:J Digit Imaging
Päätekijät: Chen, Po-Hao, Zafar, Hanna, Galperin-Aizenberg, Maya, Cook, Tessa
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Springer International Publishing 2017
Aiheet:
Linkit: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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