Pestian JP, Matykiewcz P, Kowatch R, Grupp-Phelan J, Leenaars AA. Suicide notes classification using natural language processing: a phenomenological perspective. Suicide and Life-Threatening Behavior. 2009:Under Review.
Pestian JP, Spencer M, Matykiewicz P, Zhange K, Vinks S, Glauser T. Personalized drug selection using advanced clinical decision support. Biomedical Informatics Insights. 2009 May:1-11.
Duch W, Matykiewicz P, Pestian JP. Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Netw. 2008 Dec;21(10):500-10.
Demner-Fushman D, Ananiadou S, Cohen KB, Pestian J, Tsujii J, Webber B. Themes in biomedical natural language processing. BMC Bioinformatics. 2008 Nov 19;9 Suppl 11:S1.
Pestian JP, Matykiewicz P, Grupp-Phelan J, Arszman-Lavanier S, Combs J, Kowatch R. Using natural language processing to classify suicide notes. AMIA Annual Symposium proceedings / AMIA Symposium; 2008 Nov 6. p. 1091.
Duch W, Matykiewicz P, Pestian J. Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Netw. 2008 Jun 7.
Pestian JP, Matykiewicz P. Classification of suicide notes using natural language processing. Proceedings of ACL BioNLP; 2008 June: Columbus; p. 96-8.
Duch W, Matykiewicz P, Pestian JP. Neurolinguistic approach to vector representation of medical concepts. Advances in neural networks research; 2008 Jun 7; p. 3110-15.
Pestian JP, Matykiewicz P, Leenaars A, Grupp-Phelan J, Arszman-Lavanier S, Combs S, et al. Distinguishing between completer and simulated suicide notes: a comparison of machine learning methods. Association of Computational Linguistics; 2008 June; Columbus, OH.
Rajan J, Davis KC, Matykiewicz P, Duch W, Pestian JP. Medical acronym disambiguation using online sources. Enterprise Information Systems and Web Technologies 2007:123-30.
Duch W, Matykiewicz P, Pestian J. Neurolinguistic approach to vector representation of medical concepts. 20th Int Joint Conference on Neural Networks (IJCNN); 2007; Orlando, Florida: IEEE Press; 2007. p. 1808.
Duch W, Matykiewicz P, Pestian J. Neurolinguistic approach to vector representation of medical concepts. IJCNN; 2007; 2007. p. 3110-15.
Pestian J, Brew C, Matykiewicz P, Hovermale DJ, Johnson N, Cohen KB, et al. A shared task involving multi-label classification of clinical free text. Proceedings of ACL BioNLP; 2007; Prague; 2007. p. 36-40.
Duch W, Matykiewicz P, Pestian J. Towards understanding of natural language: neurocognitive inspirations. Lecture notes in computer science. 2007:953-62.
Pestian JP, Itert L, Anderson C, Duch W. Preparing clinical text for use in biomedical research. J Database Manage. 2006 Apr-Jun;17(2):1-11.
Matykiewicz P, Pestian J, Duch W, Johnson N. Unambiguous concept mapping in radiology reports: graphs of consistent concepts. AMIA Annual Symposium proceedings / AMIA Symposium. 2006:1024.
Wade SL, Wolfe C, Brown TM, Pestian JP. Putting the pieces together: preliminary efficacy of a web-based family intervention for children with traumatic brain injury. J Pediatr Psychol. 2005 Jul-Aug;30(5):437-42.
Itert L, Duch W, Pestian J. Analysis of medical discharge summaries based on prior knowledge. Proceedings of the International Conference on Artificial Neural Networks; 2005; Warsaw, Poland; 2005.
