Trevor Cohen

4.6k citations

141 papers · 2.6k indexed · h-index 27

Impact in

Health Information Management top 0.5%
- Electronic Health Records Systems
Health Informatics top 2%

Papers in

Co-authors: Dominic Widdows Vimla L. Patel Thomas Kannampallil Thomas C. Rindflesch Guido F. Schauer Sahiti Myneni Nathan Cobb Roger W. Schvaneveldt
Journals: Journal of Biomedical Informatics (26 papers)Journal of the American Medical Informatics Association (8 papers)Journal of Obstetrics and Gynaecology Canada (5 papers)Journal of Medical Internet Research (4 papers)Database (3 papers)
Partner nations: United States Canada United Kingdom

In The Last Decade

Trevor Cohen

131 papers receiving 2.4k citations

Peers

Countries citing papers authored by Trevor Cohen

Since Specialization

Citations

This map shows the geographic impact of Trevor Cohen's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Trevor Cohen with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Trevor Cohen more than expected).

Fields of papers citing papers by Trevor Cohen

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Trevor Cohen. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Trevor Cohen. The network helps show where Trevor Cohen may publish in the future.

Co-authors

The 25 scholars most cited alongside Trevor Cohen, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Trevor Cohen Line = papers co-authored together Trevor Cohen links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

#	Work
1	“Is There Anything Else?”: Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test PubMed ·Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov	2025	0
2	Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder PubMed ·Changye Li, Weizhe Xu, Serguei Pakhomov, Ellen Bradley, Dror Ben‐Zeev, Trevor Cohen	2025	1
3	Large language models for biomedicine: foundations, opportunities, challenges, and best practices Journal of the American Medical Informatics Association ·Satya S. Sahoo, Joseph M. Plasek, Hua Xu, Özlem Uzuner, Trevor Cohen, Meliha Yetişgen, Hongfang Liu, Stéphane M. Meystre, Yanshan Wang	2024	20
4	Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies ·Arvind Pillai, Subigya Nepal, Weichen Wang, Matthew D. Nemesure, Michael V. Heinz, George Price, Damien Lekkas, Amanda C Collins, Tess Griffin, Benjamin Buck, Sarah Masud Preum, Trevor Cohen, Nicholas C. Jacobson, Dror Ben‐Zeev, Andrew T. Campbell	2023	10
5	From benchmark to bedside: transfer learning from social media to patient-provider text messages for suicide risk prediction Journal of the American Medical Informatics Association ·Hannah A Burkhardt, Xiruo Ding, Amanda H. Kerbrat, Katherine Anne Comtois, Trevor Cohen	2023	8
6	Intervention to Promote Communication About Goals of Care for Hospitalized Patients With Serious Illness JAMA ·J. Randall Curtis, Robert Y. Lee, Lyndia C. Brumback, Erin K. Kross, Lois Downey, Janaki Torrence, Nicole Leduc, Kasey Mallon Andrews, Jennifer Im, Joanna Heywood, Crystal Brown, James Sibley, William B. Lober, Trevor Cohen, Bryan J. Weiner, Nita Khandelwal, Nauzley C. Abedini, Ruth A. Engelberg	2023	33
7	Retrieval augmentation of large language models for lay language generation Journal of Biomedical Informatics ·Yue Guo, Wei Qiu, Gondy Leroy, Sheng Wang, Trevor Cohen	2023	25
8	Mixed-methods evaluation of three natural language processing modeling approaches for measuring documented goals-of-care discussions in the electronic health record Journal of Pain and Symptom Management ·Alison M. Uyeda, J. Randall Curtis, Ruth A. Engelberg, Lyndia C. Brumback, Yue Guo, James Sibley, William B. Lober, Trevor Cohen, Janaki Torrence, Joanna Heywood, Sudiptho R. Paul, Erin K. Kross, Robert Y. Lee	2022	12
9	Predictors of Documented Goals-of-Care Discussion for Hospitalized Patients With Chronic Illness Journal of Pain and Symptom Management ·Alison M. Uyeda, Robert Y. Lee, Lauren R. Pollack, Sudiptho R. Paul, Lois Downey, Lyndia C. Brumback, Ruth A. Engelberg, James Sibley, William B. Lober, Trevor Cohen, Janaki Torrence, Erin K. Kross, J. Randall Curtis	2022	20
10	Pragmatics to Reveal Intent in Social Media Peer Interactions: Mixed Methods Study Journal of Medical Internet Research ·Tavleen Singh, Sofia Olivares, Trevor Cohen, Nathan Cobb, Jing Wang, Amy Franklin, Sahiti Myneni	2021	4
11	Behavioral Activation and Depression Symptomatology: Longitudinal Assessment of Linguistic Indicators in Text-Based Therapy Sessions Journal of Medical Internet Research ·Hannah A Burkhardt, George S. Alexopoulos, Michael D. Pullmann, Thomas D. Hull, Patricia A. Areán, Trevor Cohen	2021	25
12	Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review JMIR Public Health and Surveillance ·Tavleen Singh, Kirk Roberts, Trevor Cohen, Nathan Cobb, Jing Wang, Kayo Fujimoto, Sahiti Myneni	2020	15
13	Content-Sensitive Characterization of Peer Interactions of Highly Engaged Users in an Online Community for Smoking Cessation: Mixed-Methods Approach for Modeling User Engagement in Health Promotion Interventions PubMed ·Sahiti Myneni, Vishnupriya Sridharan, Nathan Cobb, Trevor Cohen	2018	4
14	Did Gaius Julius Caesar Write De Bello Hispaniensi? A Computational Study of Latin Classics Authorship Olivia R Zhang, Trevor Cohen, Scott McGill	2018	0
15	In Pursuit of Theoretical Ground in Behavior Change Support Systems: Analysis of Peer-to-Peer Communication in a Health-Related Online Community Journal of Medical Internet Research ·Sahiti Myneni, Nathan Cobb, Trevor Cohen	2016	41
16	Predicting High‐Throughput Screening Results With Scalable Literature‐Based Discovery Methods CPT Pharmacometrics & Systems Pharmacology ·Trevor Cohen, Dominic Widdows, Clifford Stephan, Ralph Zinner, Justin J. Kim, Thomas C. Rindflesch, P.H. O'Connor Davies	2014	24
17	Cognitive Informatics in Health and Biomedicine: Case Studies on Critical Care, Complexity and Errors CERN Document Server (European Organization for Nuclear Research) ·Vimla L. Patel, David R. Kaufman, Trevor Cohen	2013	12
18	Evaluation of Vector Space Models for Medical Disorders Information Retrieval. CLEF (Working Notes) ·Yaoyun Zhang, Trevor Cohen, Min Jiang, Buzhou Tang, Hua Xu	2013	2
19	Many paths lead to discovery : analogical retrieval of cancer therapies QUT ePrints (Queensland University of Technology) ·Trevor Cohen, Dominic Widdows, Lance De Vine, Roger W. Schvaneveldt, Thomas C. Rindflesch	2012	3
20	Logical Leaps and Quantum Connectives: Forging Paths through Predication Space National Conference on Artificial Intelligence ·Trevor Cohen, Dominic Widdows, Roger W. Schvaneveldt, Thomas C. Rindflesch	2010	16

About Trevor Cohen

Trevor Cohen is a scholar working on Family Practice, Issues, ethics and legal aspects, Toxicology, Health Information Management and Applied Psychology, having authored 141 papers that have together received 2.6k indexed citations. Recurring topics across this work include Biomedical Text Mining and Ontologies (51 papers), Topic Modeling (36 papers), Natural Language Processing Techniques (20 papers), Computational Drug Discovery Methods (14 papers), Semantic Web and Ontologies (11 papers), Electronic Health Records Systems (10 papers), Digital Mental Health Interventions (10 papers) and Pharmacovigilance and Adverse Drug Reactions (10 papers). The work is most often cited by research in Health Information Management (237 citations), Health Informatics (63 citations), Family Practice (83 citations), Toxicology (112 citations) and Artificial Intelligence (904 citations). Trevor Cohen has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include Dominic Widdows, Vimla L. Patel, Thomas Kannampallil, Thomas C. Rindflesch, Guido F. Schauer, Sahiti Myneni, Nathan Cobb, Roger W. Schvaneveldt, Hua Xu and Roger W. Schvaneveldt. Their work appears in journals such as Journal of Biomedical Informatics, Journal of the American Medical Informatics Association, Journal of Obstetrics and Gynaecology Canada, Journal of Medical Internet Research and Database.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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