Natural Language Processing

Automatically Detecting Failures in Natural Language Processing Tools for Online Community Text

Albert Park, Andrea L Hartzler, Jina Huh, David W McDonald, Wanda Pratt

J Med Internet Res 2015 (Aug 31); 17(8):e212

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Using MEDLINE Elemental Similarity to Assist in the Article Screening Process for Systematic Reviews

Xiaonan Ji, Po-Yin Yen

JMIR Med Inform 2015 (Aug 31); 3(3):e28

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Assessing Electronic Cigarette-Related Tweets for Sentiment and Content Using Supervised Machine Learning

Heather Cole-Lewis, Arun Varghese, Amy Sanders, Mary Schwarz, Jillian Pugatch, Erik Augustson

J Med Internet Res 2015 (Aug 25); 17(8):e208

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Context-Sensitive Spelling Correction of Consumer-Generated Content on Health Care

Xiaofang Zhou, An Zheng, Jiaheng Yin, Rudan Chen, Xianyang Zhao, Wei Xu, Wenqing Cheng, Tian Xia, Simon Lin

JMIR Med Inform 2015 (Jul 31); 3(3):e27

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Web-Based Textual Analysis of Free-Text Patient Experience Comments From a Survey in Primary Care

Inocencio Daniel Maramba, Antoinette Davey, Marc N Elliott, Martin Roberts, Martin Roland, Finlay Brown, Jenni Burt, Olga Boiko, John Campbell

JMIR Med Inform 2015 (May 06); 3(2):e20

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Benchmarking Clinical Speech Recognition and Information Extraction: New Data, Methods, and Evaluations

Hanna Suominen, Liyuan Zhou, Leif Hanlen, Gabriela Ferraro

JMIR Med Inform 2015 (Apr 27); 3(2):e19

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