References

Related Publications                                                                                                                                                                                                                     

C. Friedman and G. Hripcsak. Natural language processing and its future in medicine: Can computers make sense out of natural language text. Academic Medicine, 74(8):890–895, 1999.

L. Hirschman, J. C. Park, J. Tsujii, L. Wong, and C. H. Wu. Accomplishments and challenges in literature data mining for biology. Bioinformatics, 18(12):1553–1561, 2002.

A. Roberts, R. Gaizauskas, andM. Hepple. Extracting clinical relationships from patient narratives. BioNLP 2008: Curr. Trends in Biomedical NLP, 2008.

N. Sager, M. Lyman, N. Nhan, and L. Tick. Automatic encoding into SNOMED III: A preliminary investigation. Journal of the American Medical Informatics Association, pages 230–234, 1994.

R. Taira, S. Soderland, and R. Jakobovits. Automatic structuring of radiology free text reports. RadioGraphics, 21:237–245, 2001.

X. Zhou, H. Han, I. Chankai, A. Prestrud, and A. Brooks. Approaches to text mining for clinical medical records. ACM Symposium on Applied Computing, pages 235–239, 2006.

R. Rosales, F. Farooq, B. Krishnapuram, S. Yu, G. Fung. Automated Identification of Medical Concepts and Assertions in Medical Text. AMIA 2010.

P. Diggle, P. Heagerty, K.Y. Liang, S. Zeger. Analysis of Longitudinal Data. Oxford University Press. 2002.

S. Saria, A. Rajani, J. Gould, D. Koller, and A. Penn. Integration of early physiological responses predicts later illness severity in preterm infants. Science Translational Medicine. 2010.

Brownstein JS, Murphy SN, Goldfine AB, Grant RW, Sordo M, Gainer V, Colecchi JA, Dubey A, Nathan DM, Glaser JP, Kohane IS. Rapid identification of myocardial infarction risk associated with diabetes medications using electronic medical records. Diabetes Care. 2010 33(3):526-31.

A. Perotte, N. Bartlett, N. Elhadad, and F. Wood. Hierarchically Supervised Latent Dirichlet Allocation. Proc. NIPS, pp. 2609-2617. 2011.

Related Conferences and Workshops                                                                                                                                                                               

Machine Learning for Health Care Applications, an ICML 2008 workshop, July 9, 2008, Helsinki, Finland 

i2b2/VA Challenges in Natural Language Processing for Clinical Data, in AMIA 2007, 2008, 2009 and 2010. 

BioNLP workshops at the ACL/NAACL/EACL conferences