Aaron M. Cohen

49 papers Misc 12Journal 23Unranked 14
YearRankTypeTitle / Venue / Authors
2024 J jnl
Automatically pre-screening patients for the rare disease aromatic l-amino acid decarboxylase deficiency using knowledge engineering, natural language processing, and machine learning on a large EHR population.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen, Jolie Kaner, Ryan Miller, Jeffrey W. Kopesky, William R. Hersh
2020 — conf
A Query Taxonomy Describes Performance of Patient-Level Retrieval from Electronic Health Record Data.
HSDM@WSDM
Steve Chamberlin, Steven Bedrick, Aaron M. Cohen, Yanshan Wang, Andrew Wen, Sijia Liu, Hongfang Liu, William R. Hersh
2020 J jnl
Identifying main finding sentences in clinical case reports.
Database J. Biol. Databases Curation
Mengqi Luo, Aaron M. Cohen, Sidharth Addepalli, Neil R. Smalheiser
2019 Misc conf
Towards augmenting structured EHR data: a comparison of manual chart review and patient self-report.
AMIA
Nicole Gray Weiskopf, Aaron M. Cohen, Joely Hannan, Thad Jarmon, David A. Dorr
2019 J jnl
Unsupervised low-dimensional vector representations for words, phrases and text that are transparent, scalable, and produce similarity metrics that are not redundant with neural embeddings.
J. Biomed. Informatics
Neil R. Smalheiser, Aaron M. Cohen, Gary Bonifield
2018 J jnl
A probabilistic automated tagger to identify human-related publications.
Database J. Biol. Databases Curation
Aaron M. Cohen, Zackary Okun Dunivin, Neil R. Smalheiser
2018 J jnl
Design of a generic, open platform for machine learning-assisted indexing and clustering of articles in PubMed, a biomedical bibliographic database.
Data Inf. Manag.
Neil R. Smalheiser, Aaron M. Cohen
2018 — conf
OHSU CLEF 2018 Task 2 Diagnostic Test Accuracy Ranking using Publication Type Cluster Similarity Measures.
CLEF (Working Notes)
Aaron M. Cohen, Neil R. Smalheiser
2017 J jnl
Call for Papers! Special Issue on Models of Discovery: Mining the Scientific Literature.
J. Data Inf. Sci.
Neil R. Smalheiser, Aaron M. Cohen
2017 Misc conf
Evaluation of Clinical Text Segmentation to Facilitate Cohort Retrieval.
AMIA
Tracy Edinger, Dina Demner-Fushman, Aaron M. Cohen, Steven Bedrick, William R. Hersh
2017 J jnl
Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach.
J. Am. Medical Informatics Assoc.
Byron C. Wallace, Anna Noel-Storr, Iain James Marshall, Aaron M. Cohen, Neil R. Smalheiser, James Thomas
2016 Misc conf
A Mixed Methods Task Analysis of the Implementation and Validation of EHR-Based Clinical Quality Measures.
AMIA
Nicole Gray Weiskopf, Faiza Khan, David A. Dorr, Deborah V. Woodcock, Joaquin E. Cigarroa, Aaron M. Cohen
2015 J jnl
Automated confidence ranked classification of randomized controlled trial articles: an aid to evidence-based medicine.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen, Neil R. Smalheiser, Marian S. McDonagh, Clement T. Yu, Clive E. Adams, John M. Davis, Philip S. Yu
2014 J jnl
Design and implementation of Metta, a metasearch engine for biomedical literature retrieval intended for systematic reviewers.
Health Inf. Sci. Syst.
Neil R. Smalheiser, Can Lin, Lifeng Jia, Yu Jiang, Aaron M. Cohen, Clement T. Yu, John M. Davis, Clive E. Adams, Marian S. McDonagh, Weiyi Meng
2014 J jnl
Rule-based deduplication of article records from bibliographic databases.
Database J. Biol. Databases Curation
Yu Jiang, Can Lin, Weiyi Meng, Clement T. Yu, Aaron M. Cohen, Neil R. Smalheiser
2013 Misc conf
A Large-Scale Analysis of the Reasons Given for Excluding Articles that are Retrieved by Literature Search During Systematic Review.
AMIA
Tracy Edinger, Aaron M. Cohen
2013 — conf
Finna: A Paragraph Prioritization System for Biocuration in the Neurosciences.
AAAI Fall Symposia
Kyle H. Ambert, Aaron M. Cohen, Gully A. P. C. Burns, Eilis Boudreau, M. Kemal Sönmez
2013 J jnl
Virk: an active learning-based system for bootstrapping knowledge base development in the neurosciences.
Frontiers Neuroinformatics
Kyle H. Ambert, Aaron M. Cohen, Gully A. P. C. Burns, Eilis Boudreau, M. Kemal Sönmez
2012 Misc conf
Barriers to Retrieving Patient Information from Electronic Health Record Data: Failure Analysis from the TREC Medical Records Track.
AMIA
Tracy Edinger, Aaron M. Cohen, Steven Bedrick, Kyle H. Ambert, William R. Hersh
2012 — conf
Identifying Patients for Clinical Studies from Electronic Health Records: TREC 2012 Medical Records Track at OHSU.
TREC
Steven Bedrick, Tracy Edinger, Aaron M. Cohen, William R. Hersh
2012 J jnl
Studying the potential impact of automated document classification on scheduling a systematic review update.
BMC Medical Informatics Decis. Mak.
Aaron M. Cohen, Kyle H. Ambert, Marian McDonagh
2012 J jnl
k-Information Gain Scaled Nearest Neighbors: A Novel Approach to Classifying Protein-Protein Interaction-Related Documents.
IEEE ACM Trans. Comput. Biol. Bioinform.
Kyle H. Ambert, Aaron M. Cohen
2011 — conf
Identifying Patients for Clinical Studies from Electronic Health Records: TREC Medical Records Track at OHSU.
TREC
Steven Bedrick, Kyle H. Ambert, Aaron M. Cohen, William R. Hersh
2011 J jnl
Letter: Performance of support-vector-machine-based classification on 15 systematic review topics evaluated with the WSS@95 measure.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen
2010 — conf
Evidence-based medicine, the essential role of systematic reviews, and the need for automated text mining tools.
IHI
Aaron M. Cohen, Clive E. Adams, John M. Davis, Clement T. Yu, Philip S. Yu, Weiyi Meng, Lorna Duggan, Marian McDonagh, Neil R. Smalheiser
2009 J jnl
Evaluation of a gene information summarization system by users during the analysis process of microarray datasets.
BMC Bioinform.
Jianji Yang, Aaron M. Cohen, William R. Hersh
2009 J jnl
Research Paper: A System for Classifying Disease Comorbidity Status from Medical Discharge Summaries Using Automated Hotspot and Negated Concept Detection.
J. Am. Medical Informatics Assoc.
Kyle H. Ambert, Aaron M. Cohen
2009 J jnl
Research Paper: Cross-Topic Learning for Work Prioritization in Systematic Review Creation and Update.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen, Kyle H. Ambert, Marian McDonagh
2009 J jnl
Tasks, topics and relevance judging for the TREC Genomics Track: five years of experience evaluating biomedical text information retrieval systems.
Inf. Retr.
Phoebe M. Roberts, Aaron M. Cohen, William R. Hersh
2008 J jnl
Case Report: Five-way Smoking Status Classification Using Text Hot-Spot Identification and Error-correcting Output Codes.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen
2008 Misc conf
Discovering Synergistic Qualities of Published Authors to Enhance Translational Research.
AMIA
Nathan J. Bahr, Aaron M. Cohen
2008 Misc conf
Optimizing Feature Representation for Automated Systematic Review Work Prioritization.
AMIA
Aaron M. Cohen
2008 Misc conf
SYRIAC: The SYstematic Review Information Automated Collection System A Data Warehouse for Facilitating Automated Biomedical Text Classification.
AMIA
Jianji Yang, Aaron M. Cohen, Marian McDonagh
2007 Misc conf
A comparative analysis of retrieval features used in the TREC 2006 Genomics Track passage retrieval task.
AMIA
Hari Krishna Rekapalli, Aaron M. Cohen, William R. Hersh
2007 Misc conf
Automatic Summarization of Mouse Gene Information by Clustering and Sentence Extraction from MEDLINE Abstracts.
AMIA
Jianji Yang, Aaron M. Cohen, William R. Hersh
2007 — conf
TREC 2007 Genomics Track Overview.
TREC
William R. Hersh, Aaron M. Cohen, Lynn Ruslen, Phoebe M. Roberts
2007 — conf
The OHSU Biomedical Question Answering System Framework.
TREC
Aaron M. Cohen, Jianji Yang, Seeger Fisher, Brian Roark, William R. Hersh
2006 Misc conf
An Effective General Purpose Approach for Automated Biomedical Document Classification.
AMIA
Aaron M. Cohen
2006 — conf
Combining Lexicon Expansion, Information Retrieval, and Cluster-based Ranking for Biomedical Question Answering.
TREC
Aaron M. Cohen, Jianji Yang, Seeger Fisher, Brian Roark, William R. Hersh
2006 Misc conf
Functional Gene Group Summarization by Clustering MEDLINE Abstract Sentences.
AMIA
Jianji Yang, Aaron M. Cohen, William R. Hersh
2006 J jnl
Research Paper: Reducing Workload in Systematic Review Preparation Using Automated Citation Classification.
J. Am. Medical Informatics Assoc.
Aaron M. Cohen, William R. Hersh, K. Peterson, Po-Yin Yen
2006 — conf
TREC 2006 Genomics Track Overview.
TREC
William R. Hersh, Aaron M. Cohen, Phoebe M. Roberts, Hari Krishna Rekapalli
2005 — conf
A Comparison of Techniques for Classification and Ad Hoc Retrieval of Biomedical Documents.
TREC
Aaron M. Cohen, Jianji Yang, William R. Hersh
2005 J jnl
A survey of current work in biomedical text mining.
Briefings Bioinform.
Aaron M. Cohen, William R. Hersh
2005 — conf
TREC 2005 Genomics Track Overview.
TREC
William R. Hersh, Aaron M. Cohen, Jianji Yang, Ravi Teja Bhupatiraju, Phoebe M. Roberts, Marti A. Hearst
2005 J jnl
Using co-occurrence network structure to extract synonymous gene and protein names from MEDLINE abstracts.
BMC Bioinform.
Aaron M. Cohen, William R. Hersh, Christopher Dubay, Kent A. Spackman
2004 J jnl
A categorization and analysis of the criticisms of Evidence-Based Medicine.
Int. J. Medical Informatics
Aaron M. Cohen, P. Zoë Stavri, William R. Hersh
2004 — conf
Feature Generation, Feature Selection, Classifiers, and Conceptual Drift for Biomedical Document Triage.
TREC
Aaron M. Cohen, Ravi Teja Bhupatiraju, William R. Hersh
2004 — conf
TREC 2004 Genomics Track Overview.
TREC
William R. Hersh, Ravi Teja Bhupatiraju, L. Ross, Aaron M. Cohen, Dale Kraemer, Phoebe Johnson