John Pestian

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 6

Top Topics

Information Foraging

Clinical Practice Guidelines

Clinical Decision Support

Risk Assessment

Top Venues

Publications

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)
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)
Naomi Eigbe, Tadas Baltrusaitis, Louis-Philippe Morency, John Pestian
Toward Visual Behavior Markers of Suicidal Ideation. FG (2018)
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) (2017)
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) (2017)
Brian Connolly, Benjamin Glass, John Pestian
An Information Foraging Approach to Determining the Number of Relevant Features. BioNLP@ACL (2016)
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)
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)
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)
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) (2014)
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) (2014)
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)
Stefan Scherer, John Pestian, Louis-Philippe Morency
Investigating the speech characteristics of suicidal adolescents. ICASSP (2013)
Pawel Matykiewicz, John Pestian
Effect of small sample size on text categorization with support vector machines. BioNLP@HLT-NAACL (2012)
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) (2012)
Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
Clustering Semantic Spaces of Suicide Notes and Newsgroups Articles. BioNLP@HLT-NAACL (2009)
John Pestian, Pawel Matykiewicz, Jacqueline Grupp-Phelan, Sarah Arszman Lavanier, Jennifer Combs, Robert Kowatch
Using Natural Language Processing to Classify Suicide Notes. BioNLP (2008)
Pawel Matykiewicz, Wlodzislaw Duch, Paul M. Zender, Keith A. Crutcher, John Pestian
Neurocognitive Approach to Clustering of PubMed Query Results. ICONIP (2) (2008)
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)
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
Neurolinguistic approach to natural language processing with applications to medical text analysis. Neural Networks 21 (10) (2008)
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
Neurolinguistic Approach to Vector Representation of Medical Concepts. IJCNN (2007)
Lukasz Itert, Wlodzislaw Duch, John Pestian
Influence of a priori Knowledge on Medical Document Categorization. CIDM (2007)
Janet Rajan, Karen C. Davis, Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
Medical Acronym Disambiguation Using Online Sources. Enterprise Information Systems and Web Technologies (2007)
Wlodzislaw Duch, Pawel Matykiewicz, John Pestian
Towards Understanding of Natural Language: Neurocognitive Inspirations. ICANN (2) (2007)
Pawel Matykiewicz, John Pestian, Wlodzislaw Duch, Neil Johnson
Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts. AMIA (2006)
John Pestian, Lukasz Itert, Charlotte Anderson, Wlodzislaw Duch
Preparing Clinical Text for Use in Biomedical Research. J. Database Manag. 17 (2) (2006)
Pawel Matykiewicz, Wlodzislaw Duch, John Pestian
Nonambiguous Concept Mapping in Medical Domain. ICAISC (2006)
Lukasz Itert, Wlodzislaw Duch, John Pestian
. ICANN (1) (2005)
John Pestian, Lukasz Itert, Wlodzislaw Duch
Development of a Pediatric Text-Corpus for Part-of-Speech Tagging. Intelligent Information Systems (2004)