Bruce E. Bray

Orcid: 0000-0003-3963-2964

According to our database1, Bruce E. Bray authored at least 52 papers between 1995 and 2021.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2021
Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes.
J. Medical Syst., 2021

Adaptation of an NLP system to a new healthcare environment to identify social determinants of health.
J. Biomed. Informatics, 2021

Topic Modeling Based on ICD Codes for Clinical Documents.
Proceedings of the Intelligent Systems and Applications, 2021

2020
Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks.
Int. J. Medical Informatics, 2020

2019
Development of a cardiac-centered frailty ontology.
J. Biomed. Semant., 2019

2018

2017
Generating disease-pertinent treatment vocabularies from MEDLINE citations.
J. Biomed. Informatics, 2017

Congestive heart failure information extraction framework for automated treatment performance measures assessment.
J. Am. Medical Informatics Assoc., 2017

Predicting Adverse Outcomes in Heart Failure Patients Using Different Frailty Status Measures.
Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Heart Failure Data for Patient Treatment Goals at the Point of Care: Automated Data Extraction and Consistent Reference Standard Importance.
Proceedings of the Summit on Clinical Research Informatics, 2017

What are they trying to do?: An analysis of Action Identities in using electronic documentation in an EHR.
Proceedings of the AMIA 2017, 2017

Physician Conception of Patient Frailty in Cardiac Care Decisions.
Proceedings of the AMIA 2017, 2017

Doodle Health: A Crowdsourcing Game for the Co-design and Testing of Pictographs to Reduce Disparities in Healthcare Communication.
Proceedings of the AMIA 2017, 2017

Extraction of Patient Temporal Patterns and Clusters from Clinical Data.
Proceedings of the AMIA 2017, 2017

2016
Automated pictographic illustration of discharge instructions with Glyph: impact on patient recall and satisfaction.
J. Am. Medical Informatics Assoc., 2016

A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources.
Artif. Intell. Medicine, 2016

Regular Expression-based Learning for METs Value Extraction.
Proceedings of the Summit on Clinical Research Informatics, 2016

Frequency Tree clustering for ICU mortality analytics using graph databases.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016

Identification and Use of Frailty Indicators from Text to Examine Associations with Clinical Outcomes Among Patients with Heart Failure.
Proceedings of the AMIA 2016, 2016

2015
Value Driven Outcomes (VDO): a pragmatic, modular, and extensible software framework for understanding and improving health care costs and outcomes.
J. Am. Medical Informatics Assoc., 2015

Heart Failure Medications Detection and Prescription Status Classification in Clinical Narrative Documents.
Proceedings of the MEDINFO 2015: eHealth-enabled Health, 2015

Ginkgo and Warfarin Interaction in a Large Veterans Administration Population.
Proceedings of the AMIA 2015, 2015

Representation of Functional Status Concepts from Clinical Documents and Social Media Sources by Standard Terminologies.
Proceedings of the AMIA 2015, 2015

2014
A three-step approach for the derivation and validation of high-performing predictive models using an operational dataset: congestive heart failure readmission case study.
BMC Medical Informatics Decis. Mak., 2014

Evaluation of a pictograph enhancement system for patient instruction: a recall study.
J. Am. Medical Informatics Assoc., 2014

Identification of Common Concepts for Clinical Decision Support and Mapping to the Health Level 7 Virtual Medical Record Data Model.
Proceedings of the AMIA 2014, 2014

Clinical Decision Support-based Quality Measurement (CDS-QM) Framework: Prototype Implementation, Evaluation, and Future Directions.
Proceedings of the AMIA 2014, 2014

Automatically Enhancing Discharge Instructions with Pictographs to Improve Patient Recall and Satisfaction.
Proceedings of the AMIA 2014, 2014

Crowdsourcing and Development of Health-related Pictographs for Minority Groups by Gaming - A Focus Group Study.
Proceedings of the AMIA 2014, 2014

Development of an Alert System to Detect Drug Interactions with Herbal Supplements using Medical Record Data.
Proceedings of the AMIA 2014, 2014

2013
Systematic review of clinical decision support interventions with potential for inpatient cost reduction.
BMC Medical Informatics Decis. Mak., 2013

An interactive clinical decision support tool for heparin-induced thrombocytopenia management.
Proceedings of the AMIA 2013, 2013

2012
Automated extraction of ejection fraction for quality measurement using regular expressions in Unstructured Information Management Architecture (UIMA) for heart failure.
J. Am. Medical Informatics Assoc., 2012

A web-based application for monitoring data quality in a Data Warehouse.
Proceedings of the AMIA 2012, 2012

Feasibility of Using Heterogeneous Knowledge Resources to Build and Evaluate a Disease-oriented Ontology.
Proceedings of the AMIA 2012, 2012

OpenCDS ePHR: an Open-Source, Standards-Based Decision Support Platform for Electronic Public Health Reporting.
Proceedings of the AMIA 2012, 2012

Quality Improvement Informatics - A Comparative view of Quality Measures.
Proceedings of the AMIA 2012, 2012

Determining Section Types to Capture Key Clinical Data for Automation of Quality Measurement for Inpatients with Chronic Heart Failure.
Proceedings of the AMIA 2012, 2012

Automated Illustration of Patients Instructions.
Proceedings of the AMIA 2012, 2012

2011
A bootstrapping algorithm to improve cohort identification using structured data.
J. Biomed. Informatics, 2011

2010
Combining Relevance Assignment with Quality of the Evidence to Support Guideline Development.
Proceedings of the MEDINFO 2010, 2010

2009
Countering imbalanced datasets to improve adverse drug event predictive models in labor and delivery.
J. Biomed. Informatics, 2009

Architecture of a Federated Query Engine for Heterogeneous Resources.
Proceedings of the AMIA 2009, 2009

2008
RxTerms - a drug interface terminology derived from RxNorm.
Proceedings of the AMIA 2008, 2008

Semantic Processing to Support Clinical Guideline Development.
Proceedings of the AMIA 2008, 2008

2003
User-Centered Development of a Web-Based Preschool Vision Screening Tool.
Proceedings of the AMIA 2003, 2003

2001
The feasibility of remote-controlled assistance as a search tool for patient education.
Proceedings of the AMIA 2001, 2001

1999
Research Paper: Image Acquisition Context: Procedure Description Attributes for Clinically Relevant Indexing and Selective Retrieval of Biomedical Images.
J. Am. Medical Informatics Assoc., 1999

Medical student database development: a model for record management in a multi-departmental setting.
Proceedings of the AMIA 1999, 1999

1998
Integrating Access to Patient Education Resources in a Health Sciences Center Using a Web-Based Platform.
Proceedings of the AMIA 1998, 1998

1997
Controlled Terminology for Clinically-Relevant Indexing and Selective Retrieval of Biomedical Images.
Int. J. Digit. Libr., 1997

1995
Research Paper: An Event Model of Medical Information Representation.
J. Am. Medical Informatics Assoc., 1995


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