Peter J. Haug

Proceedings of the AMIA 2022, 2022

2021

Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2021

Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions.

[BibT_eX]

[DOI]

Christopher J. L. Newth

Jacques Lacroix

Michael S. D. Agus

Kang H. Lee

Bennett P. deBoisblanc

J. Am. Medical Informatics Assoc., 2021

2019

CDS in a Learning Health Care System: Identifying Physicians' Reasons for Rejection of Best-Practice Recommendations in Pneumonia through Computerized Clinical Decision Support.

[BibT_eX]

[DOI]

Appl. Clin. Inform., 2019

Predicting Mental Health Complexity Using EHR and Patient-reported Data.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

Implementation of Real-Time Electronic Clinical Decision Support for Emergency Department Patients with Pneumonia Across a Healthcare System.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2019, 2019

2018

Evolution of the Arden Syntax: Key Technical Issues from the Standards Development Organization Perspective.

[BibT_eX]

[DOI]

Robert A. Jenders

Karsten Fehre

Artif. Intell. Medicine, 2018

Arden Syntax: Then, now, and in the future.

[BibT_eX]

[DOI]

Robert A. Jenders

Artif. Intell. Medicine, 2018

The Healthcare Services Platform Consortium: building a marketplace for healthcare applications.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

Enhancing a Commercial EMR with an Open, Standards-Based Publish-Subscribe Infrastructure.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

Promoting national and international standards to build interoperable clinical applications.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2018, 2018

2017

Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository.

[BibT_eX]

[DOI]

Liqin Wang

J. Biomed. Informatics, 2017

Generating disease-pertinent treatment vocabularies from MEDLINE citations.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

A Bayesian system to detect and characterize overlapping outbreaks.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2017

The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance.

[BibT_eX]

[DOI]

Appl. Clin. Inform., 2017

Big Data in the Intensive Care Unit.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2017, 2017

Screening the Contribution of Medical Reports to Electronic Diagnostic Systems.

[BibT_eX]

[DOI]

Jeffrey P. Ferraro

Nathan C. Dean

Proceedings of the AMIA 2017, 2017

2016

An in silico method to identify computer-based protocols worthy of clinical study: An insulin infusion protocol use case.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2016

A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2016

Using a Semi-Automated Modeling Environment to Construct a Bayesian, Sepsis Diagnostic System.

[BibT_eX]

[DOI]

Jeffrey P. Ferraro

Proceedings of the 7th ACM International Conference on Bioinformatics, 2016

Medication Recommendation for Chronic Diseases with Comorbidities Using Electronic Medical Records.

[BibT_eX]

[DOI]

Liqin Wang

Proceedings of the AMIA 2016, 2016

Fitbit TM Fitness Tracking Ease of Use and Utility: Preliminary Findings for Potential Use in Clinical Care.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2016, 2016

Business Process Modeling: Capturing the Workflow of Medicine.

[BibT_eX]

[DOI]

Herman Post

Joseph Bledsoe

Proceedings of the AMIA 2016, 2016

Why is Natural Language Processing so Difficult to Generalize?

[BibT_eX]

[DOI]

Jeffrey P. Ferraro

Michael M. Wagner

Proceedings of the AMIA 2016, 2016

2014

The Health eDecisions Authoring Environment for Shareable Clinical Decision Support Artifacts.

[BibT_eX]

[DOI]

Proceedings of the RuleML 2014 Challenge and the RuleML 2014 Doctoral Consortium hosted by the 8th International Web Rule Symposium, 2014

SimProtocols - A Software Prototype for In Silico Comparison and Evaluation of Computer-based IV Insulin Infusion Protocols.

[BibT_eX]

[DOI]

Anthony Wong

Senthil K. Nachimuthu

Proceedings of the AMIA 2014, 2014

A Case Study on Integrating a Genealogy Database into a Consumer-Facing Family Health History Tool.

[BibT_eX]

[DOI]

Jaehoon Lee

Nathan C. Hulse

David P. Taylor

Pallavi Ranade-Kharkar

Grant M. Wood

Proceedings of the AMIA 2014, 2014

Developing a Section Labeler for Clinical Documents.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2014, 2014

2013

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2013

Analysis of Family Health History Based Risk Assessment Algorithms: Classification and Data Requirements.

[BibT_eX]

[DOI]

Pallavi Ranade-Kharkar

Proceedings of the MEDINFO 2013, 2013

User-Centered Design of a Model-Driven Rule Authoring Environment.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

Evaluation and Comparison of Two Computerized IV Insulin-Treatment Protocols Using Patient Data from the ICU.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

Clinical Decision Support System Rule Logic Behavioral Monitor and Alerting System.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

Analyzing Data Entry Patterns with a Consumer-Facing Family Health History Tool: An Empirical Study.

[BibT_eX]

[DOI]

Jaehoon Lee

Nathan C. Hulse

Pallavi Ranade-Kharkar

Grant M. Wood

Proceedings of the AMIA 2013, 2013

Health eDecisions (HeD): a Public-Private Partnership to Develop and Validate Standards to Enable Clinical Decision Support at Scale.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

Development of Clinical Decision Support Alert Routing to a Patient Healthcare Portal.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2013, 2013

2012

Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2012

Executing medical logic modules expressed in ArdenML using Drools.

[BibT_eX]

[DOI]

Chai Young Jung

Katherine A. Sward

J. Am. Medical Informatics Assoc., 2012

Development of a Taxonomy of Setting-Specific Factors for Adaptation of Clinical Decision Support Rules.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

Predicting Readmissions among Heart Failure Patients using Dynamic Bayesian Network.

[BibT_eX]

[DOI]

Anthony Wong

Senthil K. Nachimuthu

Proceedings of the AMIA 2012, 2012

Feasibility of Using Heterogeneous Knowledge Resources to Build and Evaluate a Disease-oriented Ontology.

[BibT_eX]

[DOI]

Liqin Wang

Bruce E. Bray

Proceedings of the AMIA 2012, 2012

Early Detection of Sepsis in the Emergency Department using Dynamic Bayesian Networks.

[BibT_eX]

[DOI]

Senthil K. Nachimuthu

Proceedings of the AMIA 2012, 2012

Towards a semantic lexicon for clinical natural language processing.

[BibT_eX]

[DOI]

Hongfang Liu

Stephen T. Wu

Dingcheng Li

Siddhartha Jonnalagadda

Sunghwan Sohn

Kavishwar B. Wagholikar

Christopher G. Chute

Proceedings of the AMIA 2012, 2012

Clinical Information System Services and Capabilities Desired for Scalable, Standards-Based, Service-oriented Decision Support: Consensus Assessment of the Health Level 7 Clinical Decision Support Work Group.

[BibT_eX]

[DOI]

Arthur Curtis

Proceedings of the AMIA 2012, 2012

The Implementer's Workbench: Incorporating Site-Specific Factors into Clinical Decision Support Rules Using an ArdenML Framework.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

Predicting Hospital-Acquired Sepsis using Temporal Probabilistic Models.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2012, 2012

A Rule-Based Clinical Decision Support System for Easy Identification of Hepatitis.

[BibT_eX]

[DOI]

Eungyoung Han

Proceedings of the AMIA 2012, 2012

2011

Comparison of computerized surveillance and manual chart review for adverse events.

[BibT_eX]

[DOI]

Jeffrey M. Rothschild

J. Am. Medical Informatics Assoc., 2011

2010

Deriving consumer-facing disease concepts for family health histories using multi-source sampling.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2010

2009

A multivariate time series approach to modeling and forecasting demand in the emergency department.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2009

Classification models for the prediction of clinicians' information needs.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2009

ONYX: A System for the Semantic Analysis of Clinical Text.

[BibT_eX]

[DOI]

Lee M. Christensen

Henk Harkema

Jeannie Yuhaniak Irwin

Wendy W. Chapman

Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

Methodology to Develop and Evaluate a Semantic Representation for NLP.

[BibT_eX]

[DOI]

Jeannie Yuhaniak Irwin

Proceedings of the AMIA 2009, 2009

2008

Exploiting missing clinical data in Bayesian network modeling for predicting medical problems.

[BibT_eX]

[DOI]

Jau-Huei Lin

J. Biomed. Informatics, 2008

Infobuttons and classification models: A method for the automatic selection of on-line information resources to fulfill clinicians' information needs.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2008

Research Paper: Effectiveness of Topic-specific Infobuttons: A Randomized Controlled Trial.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2008

Randomized controlled trial of an automated problem list with improved sensitivity.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2008

Modeling the Arden Syntax for medical decisions in XML.

[BibT_eX]

[DOI]

Int. J. Medical Informatics, 2008

2007

Use of Classification Models Based on Usage Data for the Selection of Infobutton Resources.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2007, 2007

2006

Natural language processing to extract medical problems from electronic clinical documents: Performance evaluation.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2006

Improving the Sensitivity of the Problem List in an Intensive Care Unit by Using Natural Language Processing.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2006, 2006

Data Preparation Framework for Preprocessing Clinical Data in Data Mining.

[BibT_eX]

[DOI]

Jau-Huei Lin

Proceedings of the AMIA 2006, 2006

2005

Automation of a problem list using natural language processing.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2005

Classifying free-text triage chief complaints into syndromic categories with natural language processing.

[BibT_eX]

[DOI]

Artif. Intell. Medicine, 2005

Evaluation of Medical Problem Extraction from Electronic Clinical Documents Using MetaMap Transfer (MMTx).

[BibT_eX]

[DOI]

Proceedings of the Connecting Medical Informatics and Bio-Informatics - Proceedings of MIE 2005, 2005

Comparing Natural Language Processing Tools to Extract Medical Problems from Narrative Text.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2005, 2005

2004

Research Paper: Electronic Screening of Dictated Reports to Identify Patients with Do-Not-Resuscitate Status.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2004

Medical Data Abstractionism: Fitting an EMR to Radically Evolving Medical Information Systems.

[BibT_eX]

[DOI]

David J. Steiner

Joseph F. Coyle

Beatriz H. S. C. Rocha

Proceedings of the MEDINFO 2004, 2004

2003

Decision support in medicine: lessons from the HELP system.

[BibT_eX]

[DOI]

Beatriz H. S. C. Rocha

R. Scott Evans

Int. J. Medical Informatics, 2003

Report on conference track 5: evaluation metrics and outcome.

[BibT_eX]

[DOI]

C. F. Friedman

Int. J. Medical Informatics, 2003

Medical Problem and Document Model for Natural Language Understanding.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2003, 2003

2002

Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2002, 2002

MPLUS: a probabilistic medical language understanding system.

[BibT_eX]

[DOI]

Lee M. Christensen

Proceedings of the ACL 2002 Workshop on Natural Language Processing in the Biomedical Domain, 2002

2001

A Comparison of Classification Algorithms to Automatically Identify Chest X-Ray Reports That Support Pneumonia.

[BibT_eX]

[DOI]

J. Biomed. Informatics, 2001

Methods Paper: Evaluation of a Computerized Diagnostic Decision Support System for Patients with Pneumonia: Study Design Considerations.

[BibT_eX]

[DOI]

Karen J. Chan

J. Am. Medical Informatics Assoc., 2001

Automatic Identification of Patients Eligible for a Pneumonia Guideline: Comparing the Diagnostic Accuracy of Two Decision Support Models.

[BibT_eX]

[DOI]

Proceedings of the MEDINFO 2001, 2001

Combining decision support methodologies to diagnose pneumonia.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2001, 2001

2000

Research Paper: Automatic Detection of Acute Bacterial Pneumonia from Chest X-ray Reports.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2000

Research Paper: Assessing the Quality of Clinical Data in a Computer-based Record for Calculating the Pneumonia Severity Index.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2000

Comparing Diagnostic Decision Support Systems for Pneumonia.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

Using medical language processing to support real-time evaluation of pneumonia guidelines.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

Using Decision Tree Classifiers to Confirm Pneumonia Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

Contribution of a speech recognition system to a computerized pneumonia guideline in the emergency department.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

Automatic identification of patients eligible for a pneumonia guideline.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2000, 2000

1999

Model-Based Quality Assurance in Radiology.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

Automatic identification of pneumonia related concepts on chest x-ray reports.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

Comparing expert systems for identifying chest x-ray reports that support pneumonia.

[BibT_eX]

[DOI]

Wendy W. Chapman

Proceedings of the AMIA 1999, 1999

Correct vs. Parsed Data for Inferring Pneumonia in Chest X-ray Reports.

[BibT_eX]

[DOI]

Wendy Webber Chapman

Proceedings of the AMIA 1999, 1999

Applying Continuous Quality Improvement Methods to Reduce Free Text Entries.

[BibT_eX]

[DOI]

Diane Kendall

Proceedings of the AMIA 1999, 1999

An integrated decision support system for diagnosing and managing patients with community-acquired pneumonia.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1999, 1999

1998

Automatic extraction of PIOPED interpretations from ventilation/perfusion lung scan reports.

[BibT_eX]

[DOI]

Philip R. Frederick

Proceedings of the AMIA 1998, 1998

Bayesian modeling for linking causally related observations in chest X-ray reports.

[BibT_eX]

[DOI]

Wendy W. Chapman

Proceedings of the AMIA 1998, 1998

Reducing Free Text Entries: A Continuous Quality Improvement Project.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1998, 1998

Diagnosing community-acquired pneumonia with a Bayesian network.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1998, 1998

1997

A natural language parsing system for encoding admitting diagnoses.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1997, 1997

Inducing practice guidelines from a hospital database.

[BibT_eX]

[DOI]

Proceedings of the AMIA 1997, 1997

1996

Research Paper: Lessons from Evaluating an Automated Patient Severity Index.

[BibT_eX]

[DOI]

Richard F. Gibson