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List of works by Trevor Cohen

A publicly available benchmark for biomedical dataset retrieval: the reference standard for the 2016 bioCADDIE dataset retrieval challenge

scientific article published in January 2017

An active learning-enabled annotation system for clinical named entity recognition.

scientific article

Automated identification of molecular effects of drugs (AIMED)

scientific article published on 23 April 2016

Avatar-based simulation in the evaluation of diagnosis and management of mental health disorders in primary care ⬇️

scientific article published on 03 August 2012

Characterization of Temporal Semantic Shifts of Peer-to-Peer Communication in a Health-Related Online Community: Implications for Data-driven Health Promotion

scientific article

Classification-by-Analogy: Using Vector Representations of Implicit Relationships to Identify Plausibly Causal Drug/Side-effect Relationships

scientific article published on January 2016

Considering complexity in healthcare systems

scientific article published on 07 July 2011

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

scientific article published on 24 July 2018

Content-specific network analysis of peer-to-peer communication in an online community for smoking cessation

scientific article published on January 2016

Cost-sensitive Active Learning for Phenotyping of Electronic Health Records.

scientific article published on 6 May 2019

DataMed - an open source discovery index for finding biomedical datasets

scientific article published on 13 January 2018

Deterministic binary vectors for efficient automated indexing of MEDLINE/PubMed abstracts.

scientific article published on 3 November 2012

Discovering discovery patterns with Predication-based Semantic Indexing.

scientific article published on 26 July 2012

Embedding of semantic predications

scientific article published on 08 March 2017

Empirical distributional semantics: methods and biomedical applications

scientific article published on 14 February 2009

Enhancing clinical concept extraction with distributional semantics.

scientific article published on 7 November 2011

Graph-based signal integration for high-throughput phenotyping

scientific article

Hyperdimensional computing approach to word sense disambiguation

scientific article published on 3 November 2012

Identifying plausible adverse drug reactions using knowledge extracted from the literature

scientific article

Improving the utility of MeSH® terms using the TopicalMeSH representation

scientific article published on 19 March 2016

In Pursuit of Theoretical Ground in Behavior Change Support Systems: Analysis of Peer-to-Peer Communication in a Health-Related Online Community

scientific article published on 2 February 2016

Investigating Generalizability of Speech-based Suicidal Ideation Detection Using Mobile Phones

scholarly article published on 19 December 2023

Literature-Based Discovery of Confounding in Observational Clinical Data ⬇️

scientific article

MEDRank: using graph-based concept ranking to index biomedical texts

scientific article

Making sense: Sensor-based investigation of clinician activities in complex critical care environments ⬇️

scientific article published on February 21, 2011

Predicting biomedical document access as a function of past use

scientific article published on 13 September 2011

Predicting high-throughput screening results with scalable literature-based discovery methods

scientific article

Recovery at the edge of error: debunking the myth of the infallible expert

scientific article published on October 2010

Reflective Random Indexing and indirect inference: a scalable method for discovery of implicit connections

scientific article published on 15 September 2009

Simulating expert clinical comprehension: adapting latent semantic analysis to accurately extract clinical concepts from psychiatric narrative

scientific article (publication date: December 2008)

Social Media as a Research Tool (SMaaRT) for Risky Behavior Analytics: Methodological Review

scientific article published on 30 November 2020

Temporal Trends of Psychosociobehavioral Factors Underlying Tobacco Use: A Semi-Automated Exploratory Analysis of Peer-to-Peer Communication in a Health-Related Online Community

scientific article published in January 2017

The Power of Speech in the Wild

scientific article published on 27 September 2023

The cognitive basis of effective team performance: features of failure and success in simulated cardiac resuscitation.

scientific article published on 14 November 2009

Understanding the nature of information seeking behavior in critical care: implications for the design of health information technology

scientific article published on 26 November 2012

Using Pathfinder Networks to Discover Alignment between Expert and Consumer Conceptual Knowledge from Online Vaccine Content.

scientific article

Using the Literature to Construct Causal Models for Pharmacovigilance

Visualization and analysis of activities in critical care environments.

scientific article published on 14 November 2009

Word Sense Disambiguation of clinical abbreviations with hyperdimensional computing

scientific article

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