John Pestian

38 papers B 3C 1Misc 5Journal 10Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Data-Centric Approach to Detecting and Mitigating Demographic Bias in Pediatric Mental Health Text: A Case Study in Anxiety Detection.
CoRR
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
2025 J jnl
LLM Assistance for Pediatric Depression.
CoRR
Mariia Ignashina, Paulina Bondaronek, Daniel Santel, John Pestian, Julia Ive
2023 — conf
Application of Unified Medical Language System (UMLS) to Standardize Pediatric Drug Data.
ICHI
S. M. Shamimul Hasan, Greeshma A. Agasthya, Daniel Santel, Surbhi Bhatnagar, Ian Goethert, Tracy A. Glauser, John Pestian
2019 B conf
What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches.
IJCNN
Ulya Bayram, John Pestian, Daniel Santel, Ali A. Minai
2018 B conf
Toward Visual Behavior Markers of Suicidal Ideation.
FG
Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian
2017 J jnl
A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support.
BMC Bioinform.
Brian Connolly, K. Bretonnel Cohen, Daniel Santel, Ulya Bayram, John Pestian
2017 J jnl
Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction.
IEEE Trans. Affect. Comput.
Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert Skip Rizzo, John Pestian
2016 — conf
An Information Foraging Approach to Determining the Number of Relevant Features.
BioNLP@ACL
Brian Connolly, Benjamin Glass, John Pestian
2015 Misc conf
Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis.
ICASSP
Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian
2014 — conf
Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors.
SLT
Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert A. Rizzo, John Pestian
2014 Misc conf
Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods.
AMIA
Todd Lingren, Pawel Matykiewicz, Yizhao Ni, Shannon M. Standridge, Katherine D. Holland, Imre Solti, Tracy A. Glauser, John Pestian
2014 J jnl
Research and applications: Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals.
J. Am. Medical Informatics Assoc.
Brian Connolly, Pawel Matykiewicz, K. Bretonnel Cohen, Shannon M. Standridge, Tracy A. Glauser, Dennis J. Dlugos, Susan Koh, Eric Tham, John Pestian
2014 J jnl
The Reliability of an Epilepsy Treatment Clinical Decision Support System.
J. Medical Syst.
Shannon M. Standridge, Robert Faist, John Pestian, Tracy A. Glauser, Richard Ittenbach
2013 — conf
Earlier Identification of Epilepsy Surgery Candidates Using Natural Language Processing.
BioNLP@ACL
Pawel Matykiewicz, Kevin Bretonnel Cohen, Katherine D. Holland, Tracy A. Glauser, Shannon M. Standridge, Karin M. Verspoor, John Pestian
2013 Misc conf
Investigating the speech characteristics of suicidal adolescents.
ICASSP
Stefan Scherer, John Pestian, Louis-Philippe Morency
2013 — ed.
Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2013, Sofia, Bulgaria, August 8, 2013
BioNLP@ACL
Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Junichi Tsujii
2012 — conf
Effect of small sample size on text categorization with support vector machines.
BioNLP@HLT-NAACL
Pawel Matykiewicz, John Pestian
2012 J jnl
Evaluating the state of the art in coreference resolution for electronic medical records.
J. Am. Medical Informatics Assoc.
Özlem Uzuner, Andreea Bodnari, Shuying Shen, Tyler Forbush, John Pestian, Brett R. South
2012 — ed.
Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, BioNLP@HLT-NAACL Montrèal, Canada, June 8, 2012
BioNLP@HLT-NAACL
Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, Bonnie L. Webber, Jun'ichi Tsujii, John Pestian
2011 — ed.
Proceedings of the 2011 Workshop on Biomedical Natural Language Processing, BioNLP@ACL, Portland, Oregon, USA, June 23-24, 2011
BioNLP@ACL
Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber
2010 — ed.
Proceedings of the 2010 Workshop on Biomedical Natural Language Processing, BioNLP@ACL 2010, Uppsala, Sweden, July 15, 2010
BioNLP@ACL
K. Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber
2009 — conf
Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles.
BioNLP@HLT-NAACL
Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
2009 — ed.
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, Boulder, Colorado, USA, June 4-5, 2009
BioNLP@HLT-NAACL
Kevin Bretonnel Cohen, Dina Demner-Fushman, Sophia Ananiadou, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber
2008 — conf
Neurocognitive Approach to Clustering of PubMed Query Results.
ICONIP (2)
Pawel Matykiewicz, Wlodzislaw Duch, Paul Michael Zender, Keith A. Crutcher, John Pestian
2008 J jnl
Neurolinguistic approach to natural language processing with applications to medical text analysis.
Neural Networks
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
2008 — ed.
Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, BioNLP 2008, Columbus, Ohio, USA, June 19, 2008
BioNLP
Dina Demner-Fushman, Sophia Ananiadou, Kevin Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber
2008 J jnl
Themes in biomedical natural language processing: BioNLP08.
BMC Bioinform.
Dina Demner-Fushman, Sophia Ananiadou, K. Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber
2008 — conf
Using Natural Language Processing to Classify Suicide Notes.
BioNLP
John Pestian, Pawel Matykiewicz, Jacqueline Grupp-Phelan, Sarah Arszman Lavanier, Jennifer Combs, Robert Kowatch
2007 — ed.
Biological, translational, and clinical language processing, BioNLP@ACL 2007, Prague, Czech Republic, June 29, 2007
BioNLP@ACL
K. Bretonnel Cohen, Dina Demner-Fushman, Carol Friedman, Lynette Hirschman, John Pestian
2007 C conf
Influence of a priori Knowledge on Medical Document Categorization.
CIDM
Lukasz Itert, Wlodzislaw Duch, John Pestian
2007 — conf
Medical Acronym Disambiguation Using Online Sources.
Enterprise Information Systems and Web Technologies
Janet Rajan, Karen C. Davis, Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
2007 B conf
Neurolinguistic Approach to Vector Representation of Medical Concepts.
IJCNN
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
2007 — conf
Towards Understanding of Natural Language: Neurocognitive Inspirations.
ICANN (2)
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
2006 Misc conf
Nonambiguous Concept Mapping in Medical Domain.
ICAISC
Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
2006 J jnl
Preparing Clinical Text for Use in Biomedical Research.
J. Database Manag.
John Pestian, Lukasz Itert, Charlotte Anderson, Wlodzislaw Duch
2006 Misc conf
Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts.
AMIA
Pawel Matykiewicz, John Pestian, Wlodzislaw Duch, Neil Johnson
2005 — conf
Medical Document Categorization Using
ICANN (1)
Lukasz Itert, Wlodzislaw Duch, John Pestian
2004 — conf
Development of a Pediatric Text-Corpus for Part-of-Speech Tagging.
Intelligent Information Systems
John Pestian, Lukasz Itert, Wlodzislaw Duch