A shared task involving multi-label classification of clinical free text J Pestian, C Brew, P Matykiewicz, DJ Hovermale, N Johnson, KB Cohen, ... Biological, translational, and clinical language processing, 97-104, 2007 | 425 | 2007 |
Suicide note classification using natural language processing: A content analysis J Pestian, H Nasrallah, P Matykiewicz, A Bennett, A Leenaars Biomedical informatics insights 3, BII. S4706, 2010 | 223 | 2010 |
Sentiment analysis of suicide notes: A shared task JP Pestian, P Matykiewicz, M Linn-Gust, B South, O Uzuner, J Wiebe, ... Biomedical informatics insights 5, BII. S9042, 2012 | 192 | 2012 |
Processing text with domain-specific spreading activation methods John Pestian, Pawel Matykiewicz, Wlodzislaw Duch, Tracy Glauser, Robert A ... US Patent 8,930,178, 2008 | 174 | 2008 |
Using natural language processing to classify suicide notes J Pestian, P Matykiewicz, J Grupp-Phelan, SA Lavanier, J Combs, ... Proceedings of the Workshop on Current Trends in Biomedical Natural Language …, 2008 | 74 | 2008 |
What's in a note: construction of a suicide note corpus JP Pestian, P Matykiewicz, M Linn-Gust Biomedical informatics insights 5, BII. S10213, 2012 | 59 | 2012 |
Neurolinguistic approach to natural language processing with applications to medical text analysis W Duch, P Matykiewicz, J Pestian Neural Networks 21 (10), 1500-1510, 2008 | 58 | 2008 |
A controlled trial using natural language processing to examine the language of suicidal adolescents in the emergency department JP Pestian, J Grupp‐Phelan, K Bretonnel Cohen, G Meyers, LA Richey, ... Suicide and Life‐Threatening Behavior 46 (2), 154-159, 2016 | 55 | 2016 |
Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles. P Matykiewicz, W Duch, J Pestian Proceedings of the BioNLP 2009 Workshop, 179-184, 2009 | 42 | 2009 |
John Hurdle, and Christopher Brew. 2012 JP Pestian, P Matykiewicz, M Linn-Gust, B South, O Uzuner, J Wiebe, ... Sentiment analysis of suicide notes: A shared task. Biomedical informatics …, 2012 | 37 | 2012 |
Effect of small sample size on text categorization with support vector machines P Matykiewicz, J Pestian BioNLP: Proceedings of the 2012 Workshop on Biomedical Natural Language …, 2012 | 30 | 2012 |
Personalizing drug selection using advanced clinical decision support J Pestian, M Spencer, P Matykiewicz, K Zhang, S Vinks, T Glauser Biomedical informatics insights 2, BII. S2506, 2009 | 23 | 2009 |
Referral to the emergency department by a primary care provider predicts severity of illness AS Rinderknecht, M Ho, P Matykiewicz, JM Grupp-Phelan Pediatrics 126 (5), 917-924, 2010 | 21 | 2010 |
Towards understanding of natural language: Neurocognitive inspirations W Duch, P Matykiewicz, J Pestian International Conference on Artificial Neural Networks, 953-962, 2007 | 21 | 2007 |
Nonambiguous concept mapping in medical domain P Matykiewicz, W Duch, J Pestian International Conference on Artificial Intelligence and Soft Computing, 941-950, 2006 | 21 | 2006 |
Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals B Connolly, P Matykiewicz, K Bretonnel Cohen, SM Standridge, ... Journal of the American Medical Informatics Association 21 (5), 866-870, 2014 | 16 | 2014 |
Earlier identification of epilepsy surgery candidates using natural language processing P Matykiewicz, KB Cohen, KD Holland, TA Glauser, SM Standridge, ... Proceedings of the 2013 workshop on biomedical natural language processing, 1-9, 2013 | 14 | 2013 |
Selecting anti‐epileptic drugs: a pediatric epileptologist's view, a computer's view J Pestian, P Matykiewicz, K Holland‐Bouley, S Standridge, M Spencer, ... Acta Neurologica Scandinavica 127 (3), 208-215, 2013 | 12 | 2013 |
Identification of Surgery Candidates Using Natural Language Processing JP Pestian, TA Glauser, P Matykiewicz, KD Holland, SM Standridge, ... US Patent App. 14/908,084, 2016 | 7 | 2016 |
Suicidal thought markers: a controlled trial examining the language of suicidal adolescents J Pestian, P Matykiewicz, K Cohen, J Grupp-Phelan, L Richey, G Meyers, ... American association of Suicidology annual conference. Austin, 2013 | 7 | 2013 |