| 2025 | ACL | Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking. | Zhecheng Sheng, Xiruo Ding, Brian Hur, Changye Li, Trevor Cohen, Serguei V. S. Pakhomov |
| 2024 | ACL | Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. | Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov |
| 2024 | EMNLP | APPLS: Evaluating Evaluation Metrics for Plain Language Summarization. | Yue Guo, Tal August, Gondy Leroy, Trevor Cohen, Lucy Lu Wang |
| 2024 | NAACL | Personalized Jargon Identification for Enhanced Interdisciplinary Communication. | Yue Guo, Joseph Chee Chang, Maria Antoniak, Erin Bransom, Trevor Cohen, Lucy Lu Wang, Tal August |
| 2022 | ACL | GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. | Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov |
| 2022 | AMIA | Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts. | Hannah A. Burkhardt, Megan Laine, Amanda Kerbrat, Trevor Cohen, Kate Comtois, Andrea L. Hartzler |
| 2022 | AMIA | Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings. | Yifan Wu, Justin Mower, Xiruo Ding, Oliver Li, Devika Subramanian, Trevor Cohen |
| 2022 | NAACL | Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation. | Xiruo Ding, Kevin Lybarger, Justin Tauscher, Trevor Cohen |
| 2021 | AAAI | Automated Lay Language Summarization of Biomedical Scientific Reviews. | Yue Guo, Wei Qiu, Yizhong Wang, Trevor Cohen |
| 2020 | ACL | A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type. | Trevor Cohen, Serguei Pakhomov |
| 2018 | AMIA | Clinical text annotation - what factors are associated with the cost of time? | Qiang Wei, Amy Franklin, Trevor Cohen, Hua Xu |
| 2018 | CoNLL | Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP). | Trevor Cohen, Dominic Widdows |
| 2017 | AMIA | Information Retrieval for Biomedical Datasets: The 2016 bioCADDIE Challenge. | Kirk Roberts, Anupama E. Gururaj, Xiaoling Chen, Saeid Pournejati, Trevor Cohen, William R. Hersh, Dina Demner-Fushman, Lucila Ohno-Machado, Hua Xu |
| 2016 | AMIA | A Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System. | Jeffrey S. Grethe, Ibrahim Burak zyurt, Hua Xu, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado |
| 2016 | AMIA | Literature-Based Discovery of Confounding in Observational Clinical Data. | Scott A. Malec, Peng Wei, Hua Xu, Elmer V. Bernstam, Sahiti Myneni, Trevor Cohen |
| 2016 | AMIA | Semantic Relatedness and Similarity between Biomedical Concepts. | Sungrim Moon, Trevor Cohen, Hua Xu |
| 2016 | AMIA | Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships. | Justin Mower, Devika Subramanian, Ning Shang, Trevor Cohen |
| 2016 | AMIA | Content-specific network analysis of peer-to-peer communication in an online community for smoking cessation. | Sahiti Myneni, Nathan K. Cobb, Trevor Cohen |
| 2016 | AMIA | Characterization of Temporal Semantic Shifts of Peer-to-peer Communication in a Health-related Online Community: Implications for Data-driven Health Promotion. | Vishnupriya Sridharan, Trevor Cohen, Nathan K. Cobb, Sahiti Myneni |
| 2016 | AMIA | Analyzing Similarities in Handoff Communication Content between Residents and Nurses. | Vignesh Srinivasan, Thomas George Kannampallil, Trevor Cohen, Joanna Abraham |
| 2016 | AMIA | A Study of Active Learning for Document Selection in Clinical Named Entity Recognition. | Qiang Wei, Yukun Chen, Sungrim Moon, Trevor Cohen, Hua Xu |
| 2016 | AMIA | Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery. | Hua Xu, Jeffrey S. Grethe, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Yueling Li, Ibrahim Burak zyurt, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. Gonzlez-Beltrn, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado |
| 2015 | AMIA | Real Time Active Learning Study for Clinical Named Entity Recognition. | Yukun Chen, Sungrim Moon, Thomas A. Lasko, Qiaozhu Mei, Jingqi Wang, Trevor Cohen, Qingxia Chen, Joshua C. Denny, Hua Xu |
| 2015 | AMIA | Evaluating the Effects of Cognitive Support on Interpreting ICU Patient Data. | Peter V. Killoran, Swaroop Gantela, Sahiti Myneni, Khalid F. Almoosa, Bela Patel, Thomas George Kannampallil, Vimla L. Patel, Trevor Cohen |
| 2015 | AMIA | Improving Retrieval of PubMed Articles Using the TopicalMeSH Representation. | Zhiguo Yu, Elmer V. Bernstam, Trevor Cohen, Byron C. Wallace, Todd R. Johnson |
| 2014 | AMIA | Exploring the Use of SemRep Predications to Help Identify Secondary Drug Targets for Personalized Cancer Therapy. | Safa Fathiamini, Amber M. Johnson, Vijaykumar Holla, Ann M. Bailey, Jia Zeng, Lauren Brusco, Funda Meric-Bernstam, Elmer V. Bernstam, Trevor Cohen |
| 2014 | AMIA | A study of synonym extraction from clinical texts using semantic vector models. | Sungrim Moon, Trevor Cohen, Hua Xu |
| 2014 | AMIA | Facilitating Visual Exploration of System-generated Reasoning Pathways underlying Drug-Side effect Relations. | Sahiti Myneni, Trevor Cohen |
| 2014 | AMIA | Identifying Plausible Adverse Drug Reactions Using Knowledge Extracted from the Literature. | Ning Shang, Hua Xu, Thomas C. Rindflesch, Trevor Cohen |
| 2013 | AMIA | Characterizing the Effects of a Cognitive Support System for Psychiatric Clinical Comprehension Venkata V.K. Dalai, MBBS, MPH, Dinesh Gottipatti, MS. Thomas Kannampallil, MS. Vineeth John, MD, MBA. Trevor Cohen, MBChB, PhD. University of Texas School of Biomedical Informatics1. New York Academy of Medicine2. University of Texas Medical School at Houston3. | Venkata Vijaya Kumar Dalai, Dinesh Gottipati, Thomas George Kannampallil, Trevor Cohen |
| 2013 | AMIA | Reflective Random Indexing to Develop a Medication-Problem Knowledge Base. | Safa Fathiamini, Trevor Cohen, Allison B. McCoy, Dean F. Sittig |
| 2013 | AMIA | Word Sense Disambiguation of Clinical Abbreviations with Hyperdimensional Computing. | Sungrim Moon, Bjoern-Toby Berster, Hua Xu, Trevor Cohen |
| 2013 | AMIA | Individual Attributes of Behavior Change in an Online Social Network. | Sahiti Myneni, Amy Franklin, Nathan K. Cobb, Trevor Cohen |
| 2013 | Persuasive | Identifying Persuasive Qualities of Decentralized Peer-to-Peer Online Social Networks in Public Health. | Sahiti Myneni, M. Sriram Iyengar, Nathan K. Cobb, Trevor Cohen |
| 2012 | AMIA | Hyperdimensional Computing Approach to Word Sense Disambiguation. | Bjoern-Toby Berster, Joshua Goodwin, Trevor Cohen |
| 2012 | AMIA | Designing a Learning Technology for Community Health Workers. | Claire Loe, Trevor Cohen, Jiajie Zhang, Maria Fernandez, Amy Franklin |
| 2012 | AMIA | Reducing Cognitive Load: Exploring Knowledge Model-driven Clinical Information Displays. | Dean F. Sittig, Allison B. McCoy, Adam Wright, Amy Franklin, Trevor Cohen |
| 2012 | AMIA | Deterministic Binary Vectors for Efficient Automated Indexing of MEDLINE/PubMed Abstracts. | Manuel Wahle, Dominic Widdows, Jorge R. Herskovic, Elmer V. Bernstam, Trevor Cohen |
| 2010 | CICLING | A Distributional Semantics Approach to Simultaneous Recognition of Multiple Classes of Named Entities. | Siddhartha Jonnalagadda, Robert Leaman, Trevor Cohen, Graciela Gonzalez |
| 2009 | AMIA | Predication-based Semantic Indexing: Permutations as a Means to Encode Predications in Semantic Space. | Trevor Cohen, Roger W. Schvaneveldt, Thomas C. Rindflesch |
| 2009 | AMIA | The Cognitive Basis of Effective Team Performance: Features of Failure and Success in Simulated Cardiac Resuscitation. | Pallavi Shetty, Trevor Cohen, Bhavesh Patel, Vimla L. Patel |
| 2009 | AMIA | Visualization and Analysis of Activities in Critical Care Environments. | Mithra Vankipuram, Kanav Kahol, Trevor Cohen, Vimla L. Patel |
| 2008 | AMIA | Exploring MEDLINE Space with Random Indexing and Pathfinder Networks. | Trevor Cohen |
| 2005 | AMIA | Exploring dangerous neighborhoods: Latent Semantic Analysis and computing beyond the bounds of the familiar. | Trevor Cohen, Brett Blatter, Vimla L. Patel |