Feature engineering combined with machine learning and rule-based methods for structured information extraction from narrative clinical discharge summaries
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Jun'ichi Tsujii | Kai Hong | Yan Xu | Eric I-Chao Chang | Junichi Tsujii | E. Chang | Yan Xu | Kai Hong
[1] Özlem Uzuner,et al. Extracting medication information from clinical text , 2010, J. Am. Medical Informatics Assoc..
[2] Naomi Sager,et al. Research Paper: Natural Language Processing and the Representation of Clinical Data , 1994, J. Am. Medical Informatics Assoc..
[3] Dan Roth,et al. Exploiting Background Knowledge for Relation Extraction , 2010, COLING.
[4] Daniel Dominic Sleator,et al. Link Grammar Parser , 2000 .
[5] Tawanda C. Sibanda,et al. Was the Patient Cured? Understanding Semantic Categories and Their Relationships in Patient Records , 2006 .
[6] Laurianne Sitbon,et al. Rule-based approach for identifying assertions in clinical free-text data , 2010, ADCS 2010.
[7] Peter Szolovits,et al. Adding a Medical Lexicon to an English Parser , 2003, AMIA.
[8] David G. Stork,et al. Pattern Classification , 1973 .
[9] Junichi Tsujii,et al. Event extraction for systems biology by text mining the literature. , 2010, Trends in biotechnology.
[10] Dan Roth,et al. Design Challenges and Misconceptions in Named Entity Recognition , 2009, CoNLL.
[11] Peter Spyns. Natural Language Processing in Medicine: An Overview , 1996, Methods of Information in Medicine.
[12] Peter Szolovits,et al. Evaluating the state-of-the-art in automatic de-identification. , 2007, Journal of the American Medical Informatics Association : JAMIA.
[13] Sampo Pyysalo,et al. A Comparative Study of Syntactic Parsers for Event Extraction , 2010, BioNLP@ACL.
[14] H. White,et al. Logistic regression in the medical literature: standards for use and reporting, with particular attention to one medical domain. , 2001, Journal of clinical epidemiology.
[15] John F. Hurdle,et al. Extracting Information from Textual Documents in the Electronic Health Record: A Review of Recent Research , 2008, Yearbook of Medical Informatics.
[16] Vasudevan Jagannathan,et al. Assessment of commercial NLP engines for medication information extraction from dictated clinical notes , 2009, Int. J. Medical Informatics.
[17] Pierre Zweigenbaum,et al. Hybrid methods for improving information access in clinical documents: concept, assertion, and relation identification , 2011, J. Am. Medical Informatics Assoc..
[18] Carol Friedman,et al. Research Paper: A General Natural-language Text Processor for Clinical Radiology , 1994, J. Am. Medical Informatics Assoc..
[19] Pierre Zweigenbaum,et al. Extracting medical information from narrative patient records: the case of medication-related information , 2010, J. Am. Medical Informatics Assoc..
[20] Fei Xia,et al. Community annotation experiment for ground truth generation for the i2b2 medication challenge , 2010, J. Am. Medical Informatics Assoc..
[21] van Gerardus Noord,et al. Proceedings of the 23rd International Conference on Computational Linguistics (COLING 2010) , 2010 .
[22] Alexander Clark,et al. Combining Distributional and Morphological Information for Part of Speech Induction , 2003, EACL.
[23] Shuying Shen,et al. 2010 i2b2/VA challenge on concepts, assertions, and relations in clinical text , 2011, J. Am. Medical Informatics Assoc..
[24] Sanda M. Harabagiu,et al. Automatic extraction of relations between medical concepts in clinical texts , 2011, J. Am. Medical Informatics Assoc..
[25] Jun'ichi Tsujii,et al. Event Extraction with Complex Event Classification Using Rich Features , 2010, J. Bioinform. Comput. Biol..
[26] Yuan Luo,et al. Identifying patient smoking status from medical discharge records. , 2008, Journal of the American Medical Informatics Association : JAMIA.
[27] David G. Stork,et al. Pattern Classification (2nd ed.) , 1999 .
[28] Özlem Uzuner,et al. Viewpoint Paper: Recognizing Obesity and Comorbidities in Sparse Data , 2009, J. Am. Medical Informatics Assoc..
[29] Shigeo Abe DrEng. Pattern Classification , 2001, Springer London.
[30] Andrew McCallum,et al. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data , 2001, ICML.