TY - CHAP AU - Restificar, A. AU - Ananiadou, S. PY - 2012 DA - 2012// TI - Inferring appropriate eligibility criteria in clinical trial protocols without labeled data BT - Proceedings of the ACM Sixth International Workshop on Data and Text Mining in Biomedical Informatics PB - ACM CY - New York ID - Restificar2012 ER - TY - CHAP AU - Korkontzelos, I. AU - Mu, T. AU - Restificar, A. AU - Ananiadou, S. PY - 2011 DA - 2011// TI - Text mining for efficient search and assisted creation of clinical trials BT - Proceedings of the ACM Fifth International Workshop on Data and Text Mining in Biomedical Informatics PB - ACM CY - New York ID - Korkontzelos2011 ER - TY - JOUR AU - Fan, R. E. AU - Chang, K. W. AU - Hsieh, C. J. AU - Wang, X. R. AU - Lin, C. J. PY - 2008 DA - 2008// TI - LIBLINEAR: A library for large linear classification JO - Journal of Machine Learning Research (JLMR) VL - 9 ID - Fan2008 ER - TY - JOUR AU - Lin, C. J. AU - Weng, R. C. AU - Keerthi, S. S. PY - 2008 DA - 2008// TI - Trust region Newton method for large-scale logistic regression JO - Journal of Machine Learning Research (JLMR) VL - 9 ID - Lin2008 ER - TY - JOUR AU - Blei, D. M. AU - Ng, A. Y. AU - Jordan, M. I. PY - 2003 DA - 2003// TI - Latent Dirichlet Allocation JO - Journal of Machine Learning Research (JLMR) VL - 3 ID - Blei2003 ER - TY - JOUR AU - Korkontzelos, I. AU - Mu, T. AU - Ananiadou, S. PY - 2012 DA - 2012// TI - ASCOT: a text mining-based web-service for efficient search and assisted creation of clinical trials JO - BMC Medical Informatics and Decision Making VL - 12 UR - https://doi.org/10.1186/1472-6947-12-S1-S3 DO - 10.1186/1472-6947-12-S1-S3 ID - Korkontzelos2012 ER - TY - JOUR AU - Aronson, A. R. AU - Lang, F. M. PY - 2010 DA - 2010// TI - An Overview of MetaMap: Historical Perspective and Recent Advances JO - Journal of the American Medical Informatics Association VL - 17 UR - https://doi.org/10.1136/jamia.2009.002733 DO - 10.1136/jamia.2009.002733 ID - Aronson2010 ER - TY - JOUR AU - Demner-Fushman, D. AU - Lin, J. PY - 2007 DA - 2007// TI - Answering Clinical Questions with Knowledge-Based and Statistical Techniques JO - Computational Linguistics VL - 33 UR - https://doi.org/10.1162/coli.2007.33.1.63 DO - 10.1162/coli.2007.33.1.63 ID - Demner-Fushman2007 ER - TY - CHAP AU - Patel, C. h. i. n. t. a. n. O. AU - Cimino, J. a. m. e. s. J. PY - 2007 DA - 2007// TI - Semantic Query Generation from Eligibility Criteria in Clinical Trials BT - AMIA 2007 Symposium Proceedings ID - Patel2007 ER - TY - CHAP AU - de Bruijn, B. e. r. r. y. AU - Carini, S. i. m. o. n. a. AU - Kiritchenko, S. v. e. t. l. a. n. a. AU - Martin, J. o. e. l. AU - Sim, I. d. a. PY - 2008 DA - 2008// TI - Automated Information Extraction of Key Trial Design Elements from Clinical Trial Publications BT - AMIA 2008 Symposium Proceedings ID - de Bruijn2008 ER - TY - JOUR AU - Kiritchenko, S. AU - de Bruijn, B. AU - Carini, S. AU - Martin, J. AU - Sim, I. PY - 2010 DA - 2010// TI - ExaCT: automatic extraction of clinical trial characteristics from journal publications JO - BMC Medical Informatics and Decision Making VL - 10 UR - https://doi.org/10.1186/1472-6947-10-56 DO - 10.1186/1472-6947-10-56 ID - Kiritchenko2010 ER - TY - CHAP AU - Yu, H. o. n. g. AU - Cao, Y. o. n. g. -. g. a. n. g. PY - 2008 DA - 2008// TI - Automatically Extracting Information Needs from Ad Hoc Clinical Questions BT - AMIA 2008 Symposium Proceedings ID - Yu2008 ER - TY - CHAP AU - Demner-Fushman, D. i. n. a. AU - Lin, J. i. m. m. y. PY - 2006 DA - 2006// TI - Answer Extraction, Semantic Clustering, and Extractive Summarization for Clinical Question Answering BT - ACL 2006 Proceedings ID - Demner-Fushman2006 ER - TY - BOOK AU - Bishop, C. M. PY - 2007 DA - 2007// TI - Pattern Recognition and Machine Learning ID - Bishop2007 ER - TY - CHAP AU - Steyvers, M. a. r. k. AU - Griffiths, T. o. m. ED - Landauer, T. ED - McNamara, D. ED - Dennis, S. ED - Kintsch, W. PY - 2006 DA - 2006// TI - Probabilistic Topic Models BT - Latent Semantic Analysis: A Road to Meaning ID - Steyvers2006 ER - TY - CHAP AU - McCallum, A. K. PY - 2002 DA - 2002// BT - MALLET: A Machine Learning for Language Toolkit ID - McCallum2002 ER - TY - CHAP AU - Huang, X. AU - Lin, J. AU - Demner-Fushman, D. PY - 2006 DA - 2006// TI - PICO as a Knowledge Representation for Clinical Questions BT - AMIA 2006 Symposium Proceedings ID - Huang2006 ER - TY - JOUR AU - Schardt, C. AU - Adams, M. B. AU - Owens, T. AU - Keitz, S. AU - Fontelo, P. PY - 2007 DA - 2007// TI - Utilization of the PICO framework to improve searching PubMed for clinical questions JO - BMC Medical Informatics and Decision Making VL - 7 UR - https://doi.org/10.1186/1472-6947-7-16 DO - 10.1186/1472-6947-7-16 ID - Schardt2007 ER - TY - CHAP AU - Boudin, F. AU - Nie, J. Y. AU - Dawes, M. PY - 2010 DA - 2010// TI - Clinical Information Retrieval using Document and PICO Structure BT - Proceedings of the NAACL 2010 PB - Association for Computational Linguistics CY - Los Angeles, California ID - Boudin2010 ER - TY - CHAP AU - Richardson, W. S. PY - 1995 DA - 1995// TI - The well-built clinical question: a key to evidence-based decisions BT - ACP Journal Club ID - Richardson1995 ER - TY - JOUR AU - Kim, S. N. AU - Martinez, D. AU - Cavedon, L. AU - Yencken, L. PY - 2011 DA - 2011// TI - Automatic classification of sentences to support evidence based medicine JO - BMC Bioinformatics VL - 12 UR - https://doi.org/10.1186/1471-2105-12-S2-S5 DO - 10.1186/1471-2105-12-S2-S5 ID - Kim2011 ER - TY - CHAP AU - Hall, M. AU - Frank, E. AU - Holmes, G. AU - Pfahringer, B. AU - Reutemann, P. AU - Witten, I. H. PY - 2009 DA - 2009// TI - The WEKA Data Mining Software: An Update BT - SIGKDD Explorations ID - Hall2009 ER - TY - CHAP AU - Taura, K. e. n. j. i. r. o. PY - 2004 DA - 2004// TI - GXP: An Interactive Shell for the Grid Environment BT - International Workshop on Innovative Architecture for Future Generation High-Performance Processors and Systems ID - Taura2004 ER - TY - CHAP AU - Dietterich, T. G. PY - 2003 DA - 2003// TI - Machine Learning BT - Nature Encyclopedia of Cognitive Science ID - Dietterich2003 ER - TY - BOOK AU - Duda, R. O. AU - Hart, P. E. AU - Stork, D. G. PY - 2001 DA - 2001// TI - Pattern Classification ID - Duda2001 ER - TY - JOUR AU - Tu, S. AU - Peleg, M. AU - Carini, S. AU - Bobak, M. AU - Ross, J. AU - Rubin, D. AU - Sim, I. PY - 2011 DA - 2011// TI - A Practical Method for Transforming Free-Text Eligibility Criteria into Computable Criteria JO - Journal of Biomedical Informatics VL - 44 UR - https://doi.org/10.1016/j.jbi.2010.09.007 DO - 10.1016/j.jbi.2010.09.007 ID - Tu2011 ER -