John Pestian

According to our database, John Pestian authored at least 31 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Application of Unified Medical Language System (UMLS) to Standardize Pediatric Drug Data.

S. M. Shamimul Hasan, Greeshma A. Agasthya, Daniel Santel, Surbhi Bhatnagar, Ian Goethert, Tracy A. Glauser, John Pestian

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

2019

What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches.

Ulya Bayram, John Pestian, Daniel Santel, Ali A. Minai

Proceedings of the International Joint Conference on Neural Networks, 2019

2018

Toward Visual Behavior Markers of Suicidal Ideation.

Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017

Adolescent Suicidal Risk Assessment in Clinician-Patient Interaction.

Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert Skip Rizzo, John Pestian

IEEE Trans. Affect. Comput., 2017

A nonparametric Bayesian method of translating machine learning scores to probabilities in clinical decision support.

Brian Connolly, K. Bretonnel Cohen, Daniel Santel, Ulya Bayram, John Pestian

BMC Bioinform., 2017

Investigating Facial Behavior Indicators of Suicidal Ideation.

Eugene Laksana, Tadas Baltrusaitis, Louis-Philippe Morency, John P. Pestian

Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

2016

An Information Foraging Approach to Determining the Number of Relevant Features.

Brian Connolly, Benjamin Glass, John Pestian

Proceedings of the 15th Workshop on Biomedical Natural Language Processing, 2016

2015

Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis.

Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014

The Reliability of an Epilepsy Treatment Clinical Decision Support System.

Shannon M. Standridge, Robert Faist, John Pestian, Tracy A. Glauser, Richard Ittenbach

J. Medical Syst., 2014

Research and applications: Assessing the similarity of surface linguistic features related to epilepsy across pediatric hospitals.

Brian Connolly, Pawel Matykiewicz, K. Bretonnel Cohen, Shannon M. Standridge, Tracy A. Glauser, Dennis J. Dlugos, Susan Koh, Eric Tham, John Pestian

J. Am. Medical Informatics Assoc., 2014

Adolescent suicidal risk assessment in clinician-patient interaction: A study of verbal and acoustic behaviors.

Verena Venek, Stefan Scherer, Louis-Philippe Morency, Albert A. Rizzo, John Pestian

Proceedings of the 2014 IEEE Spoken Language Technology Workshop, 2014

Detecting Epilepsy Diagnosis in Clinical Notes: A Comparison of Traditional Text Classification Methods.

Todd Lingren, Pawel Matykiewicz, Yizhao Ni, Shannon M. Standridge, Katherine D. Holland, Imre Solti, Tracy A. Glauser, John Pestian

Proceedings of the AMIA 2014, 2014

2013

Investigating the speech characteristics of suicidal adolescents.

Stefan Scherer, John Pestian, Louis-Philippe Morency

Proceedings of the IEEE International Conference on Acoustics, 2013

Earlier Identification of Epilepsy Surgery Candidates Using Natural Language Processing.

Pawel Matykiewicz, Kevin Bretonnel Cohen, Katherine D. Holland, Tracy A. Glauser, Shannon M. Standridge, Karin M. Verspoor, John Pestian

Proceedings of the 2013 Workshop on Biomedical Natural Language Processing, 2013

2012

Evaluating the state of the art in coreference resolution for electronic medical records.

Özlem Uzuner, Andreea Bodnari, Shuying Shen, Tyler Forbush, John Pestian, Brett R. South

J. Am. Medical Informatics Assoc., 2012

Effect of small sample size on text categorization with support vector machines.

Pawel Matykiewicz, John Pestian

Proceedings of the 2012 Workshop on Biomedical Natural Language Processing, 2012

2009

Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles.

Pawel Matykiewicz, Wlodzislaw Duch, John Pestian

Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

2008

Neurolinguistic approach to natural language processing with applications to medical text analysis.

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian

Neural Networks, 2008

Themes in biomedical natural language processing: BioNLP08.

Dina Demner-Fushman, Sophia Ananiadou, K. Bretonnel Cohen, John Pestian, Jun'ichi Tsujii, Bonnie L. Webber

BMC Bioinform., 2008

Neurocognitive Approach to Clustering of PubMed Query Results.

Pawel Matykiewicz, Wlodzislaw Duch, Paul Michael Zender, Keith A. Crutcher, John Pestian

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Using Natural Language Processing to Classify Suicide Notes.

John Pestian, Pawel Matykiewicz, Jacqueline Grupp-Phelan, Sarah Arszman Lavanier, Jennifer Combs, Robert Kowatch

Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, 2008

2007

Neurolinguistic Approach to Vector Representation of Medical Concepts.

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian

Proceedings of the International Joint Conference on Neural Networks, 2007

Towards Understanding of Natural Language: Neurocognitive Inspirations.

Wlodzislaw Duch, Pawel Matykiewicz, John Pestian

Proceedings of the Artificial Neural Networks, 2007

Medical Acronym Disambiguation Using Online Sources.

Janet Rajan, Karen C. Davis, Pawel Matykiewicz, Wlodzislaw Duch, John Pestian

Proceedings of the International Conference on Enterprise Information Systems and Web Technologies, 2007

Influence of a priori Knowledge on Medical Document Categorization.

Lukasz Itert, Wlodzislaw Duch, John Pestian

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007

A shared task involving multi-label classification of clinical free text.

John P. Pestian, Chris Brew, Pawel Matykiewicz, D. J. Hovermale, Neil Johnson, K. Bretonnel Cohen, Wlodzislaw Duch

Proceedings of the Biological, translational, and clinical language processing, 2007

2006

Preparing Clinical Text for Use in Biomedical Research.

John Pestian, Lukasz Itert, Charlotte Anderson, Wlodzislaw Duch

J. Database Manag., 2006

Nonambiguous Concept Mapping in Medical Domain.

Pawel Matykiewicz, Wlodzislaw Duch, John Pestian

Proceedings of the Artificial Intelligence and Soft Computing, 2006

Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts.

Pawel Matykiewicz, John Pestian, Wlodzislaw Duch, Neil Johnson

Proceedings of the AMIA 2006, 2006

2005

Medical Document Categorization Using <i>a Priori Knowledge</i>.

Lukasz Itert, Wlodzislaw Duch, John Pestian

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

2004

Development of a Pediatric Text-Corpus for Part-of-Speech Tagging.

John Pestian, Lukasz Itert, Wlodzislaw Duch

Proceedings of the Intelligent Information Processing and Web Mining, 2004