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2020 – today
- 2025
[i2]Julia Ive, Paulina Bondaronek, Vishal Yadav, Daniel Santel, Tracy A. Glauser, Tina Cheng, Jeffrey R. Strawn, Greeshma A. Agasthya, Jordan Tschida, Sanghyun Choo, Mayanka Chandrashekar, Anuj J. Kapadia, John Pestian:
A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection. CoRR abs/2501.00129 (2025)- [i1]Mariia Ignashina, Paulina Bondaronek, Daniel Santel, John Pestian, Julia Ive:
LLM Assistance for Pediatric Depression. CoRR abs/2501.17510 (2025) - 2023
- [c23]S. M. Shamimul Hasan, Greeshma A. Agasthya, Daniel Santel, Surbhi Bhatnagar, Ian Goethert, Tracy A. Glauser, John Pestian:
Application of Unified Medical Language System (UMLS) to Standardize Pediatric Drug Data. ICHI 2023: 753-755
2010 – 2019
- 2019
- [c22]Ulya Bayram
, John Pestian, Daniel Santel, Ali A. Minai:
What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches. IJCNN 2019: 1-8 - 2018
- [c21]Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian:
Toward Visual Behavior Markers of Suicidal Ideation. FG 2018: 530-534 - 2017
- [j8]Brian Connolly, K. Bretonnel Cohen, Daniel Santel, Ulya Bayram, John Pestian:
A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support. BMC Bioinform. 18(1): 361 (2017) - [j7]Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert Skip Rizzo, John Pestian:
Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction. IEEE Trans. Affect. Comput. 8(2): 204-215 (2017) - [c20]Eugene Laksana, Tadas Baltrusaitis, Louis-Philippe Morency, John P. Pestian:
Investigating Facial Behavior Indicators of Suicidal Ideation. FG 2017: 770-777 - 2016
- [c19]Brian Connolly, Benjamin Glass, John Pestian:
An Information Foraging Approach to Determining the Number of Relevant Features. BioNLP@ACL 2016: 175-180 - 2015
- [c18]Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian:
Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. ICASSP 2015: 4789-4793 - 2014
- [j6]Brian Connolly, Pawel Matykiewicz, K. Bretonnel Cohen, Shannon M. Standridge, Tracy A. Glauser, Dennis J. Dlugos, Susan Koh, Eric Tham, John Pestian:
Research and applications: Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals. J. Am. Medical Informatics Assoc. 21(5): 866-870 (2014) - [j5]Shannon M. Standridge, Robert Faist, John Pestian, Tracy A. Glauser, Richard Ittenbach:
The Reliability of an Epilepsy Treatment Clinical Decision Support System. J. Medical Syst. 38(10): 119 (2014) - [c17]Todd Lingren, Pawel Matykiewicz, Yizhao Ni, Shannon M. Standridge, Katherine D. Holland, Imre Solti, Tracy A. Glauser, John Pestian:
Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods. AMIA 2014 - [c16]Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert A. Rizzo, John Pestian:
Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors. SLT 2014: 277-282 - 2013
- [c15]Pawel Matykiewicz, Kevin Bretonnel Cohen, Katherine D. Holland, Tracy A. Glauser, Shannon M. Standridge, Karin M. Verspoor, John Pestian:
Earlier Identification of Epilepsy Surgery Candidates Using Natural Language Processing. BioNLP@ACL 2013: 1-9 - [c14]Stefan Scherer, John Pestian, Louis-Philippe Morency:
Investigating the speech characteristics of suicidal adolescents. ICASSP 2013: 709-713 - [e7]Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Junichi Tsujii:
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2013, Sofia, Bulgaria, August 8, 2013. Association for Computational Linguistics 2013, ISBN 978-1-937284-54-1 [contents] - 2012
- [j4]Özlem Uzuner, Andreea Bodnari, Shuying Shen, Tyler Forbush, John Pestian, Brett R. South:
Evaluating the state of the art in coreference resolution for electronic medical records. J. Am. Medical Informatics Assoc. 19(5): 786-791 (2012) - [c13]Pawel Matykiewicz, John Pestian:
Effect of small sample size on text categorization with support vector machines. BioNLP@HLT-NAACL 2012: 193-201 - [e6]Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, Bonnie L. Webber, Jun'ichi Tsujii, John Pestian:
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, BioNLP@HLT-NAACL Montrèal, Canada, June 8, 2012. Association for Computational Linguistics 2012, ISBN 978-1-937284-20-6 [contents] - 2011
- [e5]Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber:
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, BioNLP@ACL, Portland, Oregon, USA, June 23-24, 2011. Association for Computational Linguistics 2011, ISBN 978-1-932432-91-6 [contents] - 2010
- [e4]K. Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber:
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2010, Uppsala, Sweden, July 15, 2010. Association for Computational Linguistics 2010, ISBN 978-1-932432-73-2 [contents]
2000 – 2009
- 2009
- [c12]Pawel Matykiewicz, Wlodzislaw Duch, John Pestian:
Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles. BioNLP@HLT-NAACL 2009: 179-184 - [e3]Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber:
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, Boulder, Colorado, USA, June 4-5, 2009. Association for Computational Linguistics 2009, ISBN 978-1-932432-30-5 [contents] - 2008
- [j3]Dina Demner-Fushman, Sophia Ananiadou, K. Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber:
Themes in biomedical natural language processing: BioNLP08. BMC Bioinform. 9(S-11) (2008) - [j2]Wlodzislaw Duch, Pawel Matykiewicz, John Pestian:
Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Networks 21(10): 1500-1510 (2008) - [c11]John Pestian, Pawel Matykiewicz, Jacqueline Grupp-Phelan, Sarah Arszman Lavanier, Jennifer Combs, Robert Kowatch:
Using Natural Language Processing to Classify Suicide Notes. BioNLP 2008: 96-97 - [c10]Pawel Matykiewicz, Wlodzislaw Duch, Paul Michael Zender, Keith A. Crutcher, John Pestian:
Neurocognitive Approach to Clustering of PubMed Query Results. ICONIP (2) 2008: 70-79 - [e2]Dina Demner-Fushman, Sophia Ananiadou, Kevin Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber:
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, BioNLP 2008, Columbus, Ohio, USA, June 19, 2008. Association for Computational Linguistics 2008, ISBN 978-1-932432-11-4 [contents] - 2007
- [c9]John P. Pestian, Chris Brew, Pawel Matykiewicz, D. J. Hovermale, Neil Johnson, K. Bretonnel Cohen, Wlodzislaw Duch:
A shared task involving multi-label classification of clinical free text. BioNLP@ACL 2007: 97-104 - [c8]Lukasz Itert, Wlodzislaw Duch, John Pestian:
Influence of a priori Knowledge on Medical Document Categorization. CIDM 2007: 163-170 - [c7]Janet Rajan, Karen C. Davis, Pawel Matykiewicz, Wlodzislaw Duch, John Pestian:
Medical Acronym Disambiguation Using Online Sources. Enterprise Information Systems and Web Technologies 2007: 123-130 - [c6]Wlodzislaw Duch, Pawel Matykiewicz, John Pestian:
Towards Understanding of Natural Language: Neurocognitive Inspirations. ICANN (2) 2007: 953-962 - [c5]Wlodzislaw Duch, Pawel Matykiewicz, John Pestian:
Neurolinguistic Approach to Vector Representation of Medical Concepts. IJCNN 2007: 3110-3115 - [e1]K. Bretonnel Cohen, Dina Demner-Fushman, Carol Friedman, Lynette Hirschman, John Pestian:
Biological, translational, and clinical language processing, BioNLP@ACL 2007, Prague, Czech Republic, June 29, 2007. Association for Computational Linguistics 2007 [contents] - 2006
- [j1]John Pestian, Lukasz Itert, Charlotte Anderson, Wlodzislaw Duch:
Preparing Clinical Text for Use in Biomedical Research. J. Database Manag. 17(2): 1-11 (2006) - [c4]Pawel Matykiewicz, John Pestian, Wlodzislaw Duch, Neil Johnson:
Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts. AMIA 2006 - [c3]Pawel Matykiewicz, Wlodzislaw Duch, John Pestian:
Nonambiguous Concept Mapping in Medical Domain. ICAISC 2006: 941-950 - 2005
- [c2]Lukasz Itert, Wlodzislaw Duch, John Pestian:
Medical Document Categorization Using a Priori Knowledge. ICANN (1) 2005: 641-646 - 2004
- [c1]John Pestian, Lukasz Itert, Wlodzislaw Duch:
Development of a Pediatric Text-Corpus for Part-of-Speech Tagging. Intelligent Information Systems 2004: 219-226
Coauthor Index
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