Trevor Cohen

Biochemistry, Genetics and Molecular BiologyComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Cognitive data harmonization in the ADRC Network and beyond—Past, present, and future

Alzheimer's & Dementia(2026)10.1002/alz.71086

Top 100%

0DataRank

Top 100%0 citations

Changye Li, Trevor Cohen, Aaron Seitz, Emma Rhodes, Seo‐Eun Choi +17 more

Papers

Driven by 24 papers — median percentile 0. Top paper: “Large language models in biomedicine and health: current research landscape and future directions”.

Large language models in biomedicine and health: current research landscape and future directions

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae202

N/A

2.0DataRank · unranked

79 citations

Yifan Peng, Trevor Cohen, Marzyeh Ghassemi, Chunhua Weng, Shubo Tian +1 more

DataMed – an open source discovery index for finding biomedical datasets

Journal of the American Medical Informatics Association(2018)10.1093/jamia/ocx121

N/A

0.617DataRank · unranked

60 citations

Anupama E. Gururaj, Ruiling Liu, Ergin Soysal, Trevor Cohen, Firat Tiryaki +21 more

Predicting decompression surgery by applying multimodal deep learning to patients’ structured and unstructured health data

BMC Medical Informatics and Decision Making(2023)10.1186/s12911-022-02096-x

N/A

0.425DataRank · unranked

16 citations

Pradeep Suri, Vikas Pejaver, Janna Friedly, Laura S. Gold, Eric N. Meier +5 more

Discerning conversational context in online health communities for personalized digital behavior change solutions using Pragmatics to Reveal Intent in Social Media (PRISM) framework

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104324

N/A

0.269DataRank · unranked

5 citations

Kirk Roberts, Trevor Cohen, Nathan Cobb, Amy Franklin, Sahiti Myneni +1 more

Pragmatics to Reveal Intent in Social Media Peer Interactions: Mixed Methods Study

Journal of Medical Internet Research(2021)10.2196/32167

N/A

0DataRank · unranked

7 citations

Sofia Olivares, Trevor Cohen, Nathan Cobb, Jing Wang, Amy Franklin +2 more

Transitions Between Electronic and Combustible Cigarettes: A Mixed Methods Analysis of Peer Interactions in an Online Community for Tobacco Cessation

Studies in health technology and informatics(2021)10.3233/shti210329

N/A

0DataRank · unranked

0 citations

Nathan Cobb, Trevor Cohen, Sahiti Myneni, Tavleen Singh

Predictors of Documented Goals-of-Care Discussion for Hospitalized Patients With Chronic Illness

Journal of Pain and Symptom Management(2022)10.1016/j.jpainsymman.2022.11.012

N/A

0DataRank · unranked

41 citations

Robert Y. Lee, Lauren R. Pollack, Sudiptho R. Paul, Lois Downey, Lyndia C. Brumback +8 more

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(2022)10.1016/j.jpainsymman.2022.02.006

N/A

0DataRank · unranked

21 citations

J. Randall Curtis, Ruth A. Engelberg, Lyndia C. Brumback, Yue Guo, James Sibley +8 more

Lessons Learned From Interdisciplinary Efforts to Combat COVID-19 Misinformation: Development of Agile Integrative Methods From Behavioral Science, Data Science, and Implementation Science

JMIR Infodemiology(2022)10.2196/40156

N/A

0DataRank · unranked

7 citations

Paula Cuccaro, Sarah Montgomery, Vivek Pakanati, Jinni Tang, Tavleen Singh +6 more

Improving Classification of Infrequent Cognitive Distortions: Domain-Specific Model vs. Data Augmentation

(2022)10.18653/v1/2022.naacl-srw.9

N/A

0DataRank · unranked

10 citations

Kevin Lybarger, Justin Tauscher, Trevor Cohen, Xiruo Ding

Identifying Distorted Thinking in Patient-Therapist Text Message Exchanges by Leveraging Dynamic Multi-Turn Context

(2022)10.18653/v1/2022.clpsych-1.11

N/A

0DataRank · unranked

8 citations

Justin Tauscher, Xiruo Ding, Dror Ben-zeev, Trevor Cohen, Kevin Lybarger

Assessment of Natural Language Processing of Electronic Health Records to Measure Goals-of-Care Discussions as a Clinical Trial Outcome

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.1204

N/A

0DataRank · unranked

75 citations

Erin K. Kross, Janaki Torrence, S. Kevin Li, James Sibley, Trevor Cohen +4 more

Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance

medRxiv(2020)10.1101/2020.07.08.20113035

N/A

0DataRank · unranked

1 citations

Elmer V. Bernstam, Peng Wei, Richard D. Boyce, Trevor Cohen, Scott A. Malec

Reading the written language environment: Learning orthographic structure from statistical regularities

Journal of Memory and Language(2020)10.1016/j.jml.2020.104148

N/A

0DataRank · unranked

13 citations

Trevor Cohen, Simon Fischer‐Baum, Teresa Schubert

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae074

N/A

0DataRank · unranked

53 citations

Joseph M. Plasek, Hua Xu, Özlem Uzuner, Trevor Cohen, Meliha Yetişgen +4 more

Opportunities for incorporating intersectionality into biomedical informatics

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104653

N/A

0DataRank · unranked

11 citations

Amandalynne Paullada, Avery Everhart, Reggie Casanova-Pérez, Trevor Cohen, Tiffany C. Veinot +1 more

Toward Large Language Models as a Therapeutic Tool: Comparing Prompting Techniques to Improve GPT-Delivered Problem-Solving Therapy

PubMed(2024)10.48550/arxiv.2409.00112

N/A

0DataRank · unranked

4 citations

Yinzhou Wang, Caroline El Jazmi, Serena Jinchen Xie, Trevor Cohen, Martine De Cock +2 more

Toward Automated Detection of Biased Social Signals from the Content of Clinical Conversations

PubMed(2024)10.48550/arxiv.2407.17477

N/A

0DataRank · unranked

1 citations

Manas Satish Bedmutha, Ray-Yuan Chung, Janice Sabin, Wanda Pratt, Brian R. Wood +4 more

Perplexity and proximity: Large language model perplexity complements semantic distance metrics for the detection of incoherent speech

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104899

N/A

0DataRank · unranked

3 citations

Serguei Pakhomov, Patrick J. Heagerty, Eric Horvitz, Ellen Bradley, Joshua D. Woolley +5 more

Demographic, clinical, and linguistic features associated with engagement in message-based interventions for serious mental illness.

Psychiatric Rehabilitation Journal(2025)10.1037/prj0000667

N/A

0DataRank · unranked

1 citations

Anna Larsen, Trevor Cohen, Dror Ben‐Zeev, Justin Tauscher

“Is There Anything Else?”: Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test

PubMed(2025)10.18653/v1/2025.cmcl-1.15

N/A

0DataRank · unranked

1 citations

Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov, Changye Li

SocialLM: Social Signal Processing of Patient-Provider Communication using LLMs and Contextual Aggregation

ArXiv.org(2025)10.48550/arxiv.2505.04152

N/A

0DataRank · unranked

0 citations

Feng Chen, Andrea L. Hartzler, Trevor Cohen, Nadir Weibel, Manas Satish Bedmutha

A Comparison of Natural Language Processing Methods for the Classification of Lumbar Spine Imaging Findings Related to Lower Back Pain

Academic Radiology(2021)10.1016/j.acra.2021.09.005

N/A

0DataRank · unranked

10 citations

Vikas Pejaver, Trevor Cohen, Sean D. Mooney, Patrick J. Heagerty, Jeffrey G. Jarvik +1 more

Cognitive data harmonization in the ADRC Network and beyond—Past, present, and future

Alzheimer's & Dementia(2026)10.1002/alz.71086

Top 100%

0DataRank

Top 100%0 citations

Changye Li, Trevor Cohen, Aaron Seitz, Emma Rhodes, Seo‐Eun Choi +17 more

Trevor Cohen

Indexed papers

Top data-sharing exemplar

Papers