| 2019 | IJCNN | What's in a Word? Detecting Partisan Affiliation from Word Use in Congressional Speeches. | Ulya Bayram, John Pestian, Daniel Santel, Ali A. Minai |
| 2015 | ICASSP | Reduced vowel space is a robust indicator of psychological distress: A cross-corpus analysis. | Stefan Scherer, Louis-Philippe Morency, Jonathan Gratch, John Pestian |
| 2014 | AMIA | 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 |
| 2013 | ICASSP | Investigating the speech characteristics of suicidal adolescents. | Stefan Scherer, John Pestian, Louis-Philippe Morency |
| 2008 | ICONIP | Neurocognitive Approach to Clustering of PubMed Query Results. | Pawel Matykiewicz, Wlodzislaw Duch, Paul Michael Zender, Keith A. Crutcher, John Pestian |
| 2007 | CIDM | Influence of a priori Knowledge on Medical Document Categorization. | Lukasz Itert, Wlodzislaw Duch, John Pestian |
| 2007 | ICANN | Towards Understanding of Natural Language: Neurocognitive Inspirations. | Wlodzislaw Duch, Pawel Matykiewicz, John Pestian |
| 2007 | IJCNN | Neurolinguistic Approach to Vector Representation of Medical Concepts. | Wlodzislaw Duch, Pawel Matykiewicz, John Pestian |
| 2006 | AMIA | Unambiguous Concept Mapping in Radiology Reports: Graphs of Consistent Concepts. | Pawel Matykiewicz, John Pestian, Wlodzislaw Duch, Neil Johnson |
| 2006 | ICAISC | Nonambiguous Concept Mapping in Medical Domain. | Pawel Matykiewicz, Wlodzislaw Duch, John Pestian |
| 2005 | ICANN | Medical Document Categorization Using | Lukasz Itert, Wlodzislaw Duch, John Pestian |