Trevor Cohen
Orcid: 0000-0003-0159-6697
According to our database1,
Trevor Cohen
authored at least 127 papers
between 2004 and 2024.
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Bibliography
2024
J. Biomed. Informatics, January, 2024
Useful Blunders: Can Automated Speech Recognition Errors Improve Downstream Dementia Classification?
CoRR, 2024
Bridging the Skills Gap: Evaluating an AI-Assisted Provider Platform to Support Care Providers with Empathetic Delivery of Protocolized Therapy.
CoRR, 2024
2023
Predicting decompression surgery by applying multimodal deep learning to patients' structured and unstructured health data.
BMC Medical Informatics Decis. Mak., December, 2023
Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., December, 2023
The Power of Speech in the Wild: Discriminative Power of Daily Voice Diaries in Understanding Auditory Verbal Hallucinations Using Deep Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., September, 2023
Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social Media (PRISM) framework.
J. Biomed. Informatics, April, 2023
From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction.
J. Am. Medical Informatics Assoc., 2023
Enhancing Robustness of Foundation Model Representations under Provenance-related Distribution Shifts.
CoRR, 2023
CoRR, 2023
Deep Representations of First-person Pronouns for Prediction of Depression Symptom Severity.
CoRR, 2023
Backdoor Adjustment of Confounding by Provenance for Robust Text Classification of Multi-institutional Clinical Notes.
CoRR, 2023
TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments.
CoRR, 2023
2022
Fully automated detection of formal thought disorder with Time-series Augmented Representations for Detection of Incoherent Speech (TARDIS).
J. Biomed. Informatics, 2022
The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification.
CoRR, 2022
Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Student Research Workshop, 2022
Predicting Drug Blood-Brain Barrier Penetration with Adverse Event Report Embeddings.
Proceedings of the AMIA 2022, 2022
Identifying opportunities for informatics-supported suicide prevention: the case of Caring Contacts.
Proceedings of the AMIA 2022, 2022
GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022
2021
Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance.
J. Biomed. Informatics, 2021
Augmenting aer2vec: Enriching distributed representations of adverse event report data with orthographic and lexical information.
J. Biomed. Informatics, 2021
Crossing the "Cookie Theft" Corpus Chasm: Applying What BERT Learns From Outside Data to the ADReSS Challenge Dementia Detection Task.
Frontiers Comput. Sci., 2021
Transitions Between Electronic and Combustible Cigarettes: A Mixed Methods Analysis of Peer Interactions in an Online Community for Tobacco Cessation.
Proceedings of the Public Health and Informatics, 2021
Linguistic indicators of Behavioral Activation in text-based therapy sessions anticipate changes in depression symptomatology.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
J. Am. Medical Informatics Assoc., 2020
Proceedings of the 19th SIGBioMed Workshop on Biomedical Language Processing, 2020
The Centroid Cannot Hold: Comparing Sequential and Global Estimates of Coherence as Indicators of Formal Thought Disorder.
Proceedings of the AMIA 2020, 2020
Retrofitting Vector Representations of Adverse Event Reporting Data to Structured Knowledge to Improve Pharmacovigilance Signal Detection.
Proceedings of the AMIA 2020, 2020
A Tale of Two Perplexities: Sensitivity of Neural Language Models to Lexical Retrieval Deficits in Dementia of the Alzheimer's Type.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
Rapamycin-mTOR+BRAF=? Using relational similarity to find therapeutically relevant drug-gene relationships in unstructured text.
J. Biomed. Informatics, 2019
J. Am. Medical Informatics Assoc., 2019
aer2vec: Distributed Representations of Adverse Event Reporting System Data as a Means to Identify Drug/Side-Effect Associations.
Proceedings of the AMIA 2019, 2019
Complementing Observational Signal with Distributed Representations for Drug Side-effect Prediction.
Proceedings of the AMIA 2019, 2019
Predicting Adverse Drug-Drug Interactions with Neural Embedding of Semantic Predications.
Proceedings of the AMIA 2019, 2019
2018
Learning predictive models of drug side-effect relationships from distributed representations of literature-derived semantic predications.
J. Am. Medical Informatics Assoc., 2018
J. Am. Medical Informatics Assoc., 2018
The Portrayal of Quit Emotions: Content-Sensitive Analysis of Peer Interactions in an Online Community for Smoking Cessation.
Proceedings of the Social, Cultural, and Behavioral Modeling, 2018
Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP).
Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018
Proceedings of the AMIA 2018, 2018
2017
BMC Medical Informatics Decis. Mak., 2017
Using Pathfinder networks to discover alignment between expert and consumer conceptual knowledge from online vaccine content.
J. Biomed. Informatics, 2017
Measuring content overlap during handoff communication using distributional semantics: An exploratory study.
J. Biomed. Informatics, 2017
Information retrieval for biomedical datasets: the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge.
Database J. Biol. Databases Curation, 2017
Temporal Trends of Psychosociobehavioral Factors Underlying Tobacco Use: A Semi-Automated Exploratory Analysis of Peer-to-Peer Communication in a Health-Related Online Community.
Proceedings of the pHealth 2017, 2017
Retrofitting Concept Vector Representations of Medical Concepts to Improve Estimates of Semantic Similarity and Relatedness.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017
Proceedings of the AMIA 2017, 2017
2016
J. Biomed. Informatics, 2016
J. Am. Medical Informatics Assoc., 2016
Extracting genetic alteration information for personalized cancer therapy from ClinicalTrials.gov.
J. Am. Medical Informatics Assoc., 2016
Graded Vector Representations of Immunoglobulins Produced in Response to West Nile Virus.
Proceedings of the Quantum Interaction - 10th International Conference, 2016
Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery.
Proceedings of the AMIA 2016, 2016
A Study of Active Learning for Document Selection in Clinical Named Entity Recognition.
Proceedings of the AMIA 2016, 2016
Analyzing Similarities in Handoff Communication Content between Residents and Nurses.
Proceedings of the AMIA 2016, 2016
Characterization of Temporal Semantic Shifts of Peer-to-peer Communication in a Health-related Online Community: Implications for Data-driven Health Promotion.
Proceedings of the AMIA 2016, 2016
Content-specific network analysis of peer-to-peer communication in an online community for smoking cessation.
Proceedings of the AMIA 2016, 2016
Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
Proceedings of the Seventh International Workshop on Health Text Mining and Information Analysis, 2016
2015
Log. J. IGPL, 2015
Using Ontology Fingerprints to disambiguate gene name entities in the biomedical literature.
Database J. Biol. Databases Curation, 2015
Graded Semantic Vectors: An Approach to Representing Graded Quantities in Generalized Quantum Models.
Proceedings of the Quantum Interaction - 9th International Conference, 2015
Embedding Probabilities in Predication Space with Hermitian Holographic Reduced Representations.
Proceedings of the Quantum Interaction - 9th International Conference, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
Proceedings of the AMIA 2015, 2015
2014
Identifying plausible adverse drug reactions using knowledge extracted from the literature.
J. Biomed. Informatics, 2014
Artif. Intell. Medicine, 2014
Proceedings of the Quantum Interaction - 8th International Conference, 2014
Using Ontology Fingerprints to Disambiguate Gene Name Entities in the Biomedical Literature.
Proceedings of the 5th International Conference on Biomedical Ontology, 2014
Facilitating Visual Exploration of System-generated Reasoning Pathways underlying Drug-Side effect Relations.
Proceedings of the AMIA 2014, 2014
Proceedings of the AMIA 2014, 2014
Exploring the Use of SemRep Predications to Help Identify Secondary Drug Targets for Personalized Cancer Therapy.
Proceedings of the AMIA 2014, 2014
2013
Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology.
Artif. Intell. Medicine, 2013
Proceedings of the Quantum Interaction - 7th International Conference, 2013
Identifying Persuasive Qualities of Decentralized Peer-to-Peer Online Social Networks in Public Health.
Proceedings of the Persuasive Technology - 8th International Conference, 2013
Finding Meaning in Social Media: Content-based Social Network Analysis of QuitNet to Identify New Opportunities for Health Promotion.
Proceedings of the MEDINFO 2013, 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
Proceedings of the AMIA 2013, 2013
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.
Proceedings of the AMIA 2013, 2013
2012
Avatar-based simulation in the evaluation of diagnosis and management of mental health disorders in primary care.
J. Biomed. Informatics, 2012
J. Biomed. Informatics, 2012
J. Biomed. Informatics, 2012
Focus on information retrieval: Predicting biomedical document access as a function of past use.
J. Am. Medical Informatics Assoc., 2012
Proceedings of the Quantum Interaction - 6th International Symposium, 2012
Proceedings of the Quantum Interaction - 6th International Symposium, 2012
Discovery by scent: Discovery browsing system based on the Information Foraging Theory.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012
Deterministic Binary Vectors for Efficient Automated Indexing of MEDLINE/PubMed Abstracts.
Proceedings of the AMIA 2012, 2012
Reducing Cognitive Load: Exploring Knowledge Model-driven Clinical Information Displays.
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
Proceedings of the AMIA 2012, 2012
2011
J. Biomed. Informatics, 2011
J. Biomed. Informatics, 2011
Making sense: Sensor-based investigation of clinician activities in complex critical care environments.
J. Biomed. Informatics, 2011
Int. J. Medical Informatics, 2011
Proceedings of the Quantum Interaction - 5th International Symposium, 2011
2010
J. Biomed. Informatics, 2010
Reflective Random Indexing and indirect inference: A scalable method for discovery of implicit connections.
J. Biomed. Informatics, 2010
The Semantic Vectors Package: New Algorithms and Public Tools for Distributional Semantics.
Proceedings of the 4th IEEE International Conference on Semantic Computing (ICSC 2010), 2010
The Trajectory of Scientific Discovery: Concept Co-Occurrence and Converging Semantic Distance.
Proceedings of the MEDINFO 2010, 2010
A Distributional Semantics Approach to Simultaneous Recognition of Multiple Classes of Named Entities.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2010
Proceedings of the Quantum Informatics for Cognitive, 2010
2009
J. Biomed. Informatics, 2009
Proceedings of the Quantum Interaction, Third International Symposium, 2009
Proceedings of the AMIA 2009, 2009
The Cognitive Basis of Effective Team Performance: Features of Failure and Success in Simulated Cardiac Resuscitation.
Proceedings of the AMIA 2009, 2009
Predication-based Semantic Indexing: Permutations as a Means to Encode Predications in Semantic Space.
Proceedings of the AMIA 2009, 2009
2008
Simulating expert clinical comprehension: Adapting latent semantic analysis to accurately extract clinical concepts from psychiatric narrative.
J. Biomed. Informatics, 2008
Proceedings of the AMIA 2008, 2008
2007
Research Paper: Reevaluating Recovery: Perceived Violations and Preemptive Interventions on Emergency Psychiatry Rounds.
J. Am. Medical Informatics Assoc., 2007
2006
Customizing clinical narratives for the electronic medical record interface using cognitive methods.
Int. J. Medical Informatics, 2006
A cognitive blueprint of collaboration in context: Distributed cognition in the psychiatric emergency department.
Artif. Intell. Medicine, 2006
2005
Exploring dangerous neighborhoods: Latent Semantic Analysis and computing beyond the bounds of the familiar.
Proceedings of the AMIA 2005, 2005
2004
Cognitive Evaluation of an Innovative Psychiatric Clinical Knowledge Enhancement System.
Proceedings of the MEDINFO 2004, 2004