Research Paper: An Event Model of Medical Information Representation. - Stanley M. Huff; Roberto A. Rocha; Bruce E. Bray; Homer R. Warner; Peter J. Haug (J. Am. Medical Informatics Assoc., 1995)

Research Paper: Lessons from Evaluating an Automated Patient Severity Index. - Richard F. Gibson; Peter J. Haug; Susan D. Horn (J. Am. Medical Informatics Assoc., 1996)

Inducing practice guidelines from a hospital database. - K. C. Abston; T. Allan Pryor; Peter J. Haug; J. L. Anderson (AMIA, 1997)

A natural language parsing system for encoding admitting diagnoses. - Peter J. Haug; Lee M. Christensen; M. Gundersen; B. Clemons; S. Koehler; K. Bauer (AMIA, 1997)

Diagnosing community-acquired pneumonia with a Bayesian network. - Dominik Aronsky; Peter J. Haug (AMIA, 1998)

Reducing Free Text Entries: A Continuous Quality Improvement Project. - Dominik Aronsky; Kathleen Merkley; Peter J. Haug; Brent C. James (AMIA, 1998)

Bayesian modeling for linking causally related observations in chest X-ray reports. - Wendy W. Chapman; Peter J. Haug (AMIA, 1998)

Automatic extraction of PIOPED interpretations from ventilation/perfusion lung scan reports. - Marcelo Fiszman; Peter J. Haug; Philip R. Frederick (AMIA, 1998)

An integrated decision support system for diagnosing and managing patients with community-acquired pneumonia. - Dominik Aronsky; Peter J. Haug (AMIA, 1999)

Applying Continuous Quality Improvement Methods to Reduce Free Text Entries. - Dominik Aronsky; Diane Kendall; Peter J. Haug (AMIA, 1999)

Correct vs. Parsed Data for Inferring Pneumonia in Chest X-ray Reports. - Wendy Webber Chapman; Marcelo Fiszman; Peter J. Haug (AMIA, 1999)

Comparing expert systems for identifying chest x-ray reports that support pneumonia. - Wendy W. Chapman; Peter J. Haug (AMIA, 1999)

Automatic identification of pneumonia related concepts on chest x-ray reports. - Marcelo Fiszman; Wendy W. Chapman; R. Scott Evans; Peter J. Haug (AMIA, 1999)

Model-Based Quality Assurance in Radiology. - Peter J. Haug; Philip R. Frederick; Lee M. Christensen; S. Jan Haug; Martha Farney (AMIA, 1999)

Automatic identification of patients eligible for a pneumonia guideline. - Dominik Aronsky; Peter J. Haug (AMIA, 2000)

Contribution of a speech recognition system to a computerized pneumonia guideline in the emergency department. - Wendy W. Chapman; Dominik Aronsky; Marcelo Fiszman; Peter J. Haug (AMIA, 2000)

Using Decision Tree Classifiers to Confirm Pneumonia Diagnosis. - David D. Eardley; Dominik Aronsky; Wendy W. Chapman; Peter J. Haug (AMIA, 2000)

Using medical language processing to support real-time evaluation of pneumonia guidelines. - Marcelo Fiszman; Peter J. Haug (AMIA, 2000)

Comparing Diagnostic Decision Support Systems for Pneumonia. - Charles Lagor; Dominik Aronsky; Marcelo Fiszman; Peter J. Haug (AMIA, 2000)

Research Paper: Assessing the Quality of Clinical Data in a Computer-based Record for Calculating the Pneumonia Severity Index. - Dominik Aronsky; Peter J. Haug (J. Am. Medical Informatics Assoc., 2000)

Research Paper: Automatic Detection of Acute Bacterial Pneumonia from Chest X-ray Reports. - Marcelo Fiszman; Wendy Webber Chapman; Dominik Aronsky; R. Scott Evans; Peter J. Haug (J. Am. Medical Informatics Assoc., 2000)

Combining decision support methodologies to diagnose pneumonia. - Dominik Aronsky; Marcelo Fiszman; Wendy W. Chapman; Peter J. Haug (AMIA, 2001)

Automatic Identification of Patients Eligible for a Pneumonia Guideline: Comparing the Diagnostic Accuracy of Two Decision Support Models. - Charles Lagor; Dominik Aronsky; Marcelo Fiszman; Peter J. Haug (MedInfo, 2001)

Methods Paper: Evaluation of a Computerized Diagnostic Decision Support System for Patients with Pneumonia: Study Design Considerations. - Dominik Aronsky; Karen J. Chan; Peter J. Haug (J. Am. Medical Informatics Assoc., 2001)

A Comparison of Classification Algorithms to Automatically Identify Chest X-Ray Reports That Support Pneumonia. - Wendy Webber Chapman; Marcelo Fiszman; Brian E. Chapman; Peter J. Haug (J. Biomed. Informatics, 2001)

MPLUS: a probabilistic medical language understanding system. - Lee M. Christensen; Peter J. Haug; Marcelo Fiszman (ACL Workshop on Natural Language Processing in the Biomedical Domain, 2002)

Rapid deployment of an electronic disease surveillance system in the state of Utah for the 2002 Olympic Winter Games. - Per H. Gesteland; Michael M. Wagner 001; Wendy W. Chapman; Jeremy U. Espino; Fu-Chiang Tsui; Reed M. Gardner; Robert T. Rolfs; Virginia M. Dato; Brent C. James; Peter J. Haug (AMIA, 2002)

Medical Problem and Document Model for Natural Language Understanding. - Stéphane M. Meystre; Peter J. Haug (AMIA, 2003)

Report on conference track 5: evaluation metrics and outcome. - C. F. Friedman; Peter J. Haug (Int. J. Medical Informatics, 2003)

Decision support in medicine: lessons from the HELP system. - Peter J. Haug; Beatriz H. S. C. Rocha; R. Scott Evans (Int. J. Medical Informatics, 2003)

Medical Data Abstractionism: Fitting an EMR to Radically Evolving Medical Information Systems. - David J. Steiner; Joseph F. Coyle; Beatriz H. S. C. Rocha; Peter J. Haug; Stanley M. Huff (MedInfo, 2004)

Research Paper: Electronic Screening of Dictated Reports to Identify Patients with Do-Not-Resuscitate Status. - Dominik Aronsky; Evelyn Kasworm; Jay A. Jacobson; Peter J. Haug; Nathan C. Dean (J. Am. Medical Informatics Assoc., 2004)

Comparing Natural Language Processing Tools to Extract Medical Problems from Narrative Text. - Stéphane M. Meystre; Peter J. Haug (AMIA, 2005)

Evaluation of Medical Problem Extraction from Electronic Clinical Documents Using MetaMap Transfer (MMTx). - Stéphane M. Meystre; Peter J. Haug (MIE, 2005)

Classifying free-text triage chief complaints into syndromic categories with natural language processing. - Wendy Webber Chapman; Lee M. Christensen; Michael M. Wagner 001; Peter J. Haug; Oleg Ivanov; John N. Dowling; Robert T. Olszewski (Artif. Intell. Medicine, 2005)

Automation of a problem list using natural language processing. - Stéphane M. Meystre; Peter J. Haug (BMC Medical Informatics Decis. Mak., 2005)

Data Preparation Framework for Preprocessing Clinical Data in Data Mining. - Jau-Huei Lin; Peter J. Haug (AMIA, 2006)

Improving the Sensitivity of the Problem List in an Intensive Care Unit by Using Natural Language Processing. - Stéphane M. Meystre; Peter J. Haug (AMIA, 2006)

Natural language processing to extract medical problems from electronic clinical documents: Performance evaluation. - Stéphane M. Meystre; Peter J. Haug (J. Biomed. Informatics, 2006)

Use of Classification Models Based on Usage Data for the Selection of Infobutton Resources. - Guilherme Del Fiol; Peter J. Haug (AMIA, 2007)

Modeling the Arden Syntax for medical decisions in XML. - Sukil Kim; Peter J. Haug; Roberto A. Rocha; In Young Choi (Int. J. Medical Informatics, 2008)

Randomized controlled trial of an automated problem list with improved sensitivity. - Stéphane M. Meystre; Peter J. Haug (Int. J. Medical Informatics, 2008)

Research Paper: Effectiveness of Topic-specific Infobuttons: A Randomized Controlled Trial. - Guilherme Del Fiol; Peter J. Haug; James J. Cimino; Scott P. Narus; Chuck Norlin; Joyce A. Mitchell (J. Am. Medical Informatics Assoc., 2008)

Infobuttons and classification models: A method for the automatic selection of on-line information resources to fulfill clinicians' information needs. - Guilherme Del Fiol; Peter J. Haug (J. Biomed. Informatics, 2008)

Exploiting missing clinical data in Bayesian network modeling for predicting medical problems. - Jau-Huei Lin; Peter J. Haug (J. Biomed. Informatics, 2008)

Methodology to Develop and Evaluate a Semantic Representation for NLP. - Jeannie Yuhaniak Irwin; Henk Harkema; Lee M. Christensen; Titus Schleyer; Peter J. Haug; Wendy Webber Chapman (AMIA, 2009)

ONYX: A System for the Semantic Analysis of Clinical Text. - Lee M. Christensen; Henk Harkema; Peter J. Haug; Jeannie Yuhaniak Irwin; Wendy W. Chapman (BioNLP@HLT-NAACL, 2009)

Classification models for the prediction of clinicians' information needs. - Guilherme Del Fiol; Peter J. Haug (J. Biomed. Informatics, 2009)

A multivariate time series approach to modeling and forecasting demand in the emergency department. - Spencer S. Jones; R. Scott Evans; Todd L. Allen; Alun Thomas; Peter J. Haug; Shari J. Welch; Gregory L. Snow (J. Biomed. Informatics, 2009)

Deriving consumer-facing disease concepts for family health histories using multi-source sampling. - Nathan C. Hulse; Grant M. Wood; Peter J. Haug; Marc S. Williams (J. Biomed. Informatics, 2010)

Comparison of computerized surveillance and manual chart review for adverse events. - Aldo Tinoco; R. Scott Evans; Catherine J. Staes; James F. Lloyd; Jeffrey M. Rothschild; Peter J. Haug (J. Am. Medical Informatics Assoc., 2011)

A Rule-Based Clinical Decision Support System for Easy Identification of Hepatitis. - Eungyoung Han; Peter J. Haug (AMIA, 2012)

Predicting Hospital-Acquired Sepsis using Temporal Probabilistic Models. - Eungyoung Han; Kathryn Gibb Kuttler; John Holmen; Peter J. Haug (AMIA, 2012)

The Implementer's Workbench: Incorporating Site-Specific Factors into Clinical Decision Support Rules Using an ArdenML Framework. - Peter J. Haug; Nathan C. Hulse; David Yauch; Emory Fry; Samson W. Tu; Mary K. Goldstein; Pamela Kum; Robert A. Greenes (AMIA, 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. - Kensaku Kawamoto; Jason R. Jacobs; Brandon M. Welch; Vojtech Huser; Marilyn D. Paterno; Guilherme Del Fiol; David Shields; Howard R. Strasberg; Peter J. Haug; Zhijing Liu; Robert A. Jenders; David Rowed; et al. (AMIA, 2012)

Towards a semantic lexicon for clinical natural language processing. - Hongfang Liu; Stephen T. Wu; Dingcheng Li; Siddhartha Jonnalagadda; Sunghwan Sohn; Kavishwar B. Wagholikar; Peter J. Haug; Stanley M. Huff; Christopher G. Chute (AMIA, 2012)

Early Detection of Sepsis in the Emergency Department using Dynamic Bayesian Networks. - Senthil K. Nachimuthu; Peter J. Haug (AMIA, 2012)

Feasibility of Using Heterogeneous Knowledge Resources to Build and Evaluate a Disease-oriented Ontology. - Liqin Wang; Bruce E. Bray; Peter J. Haug (AMIA, 2012)

Predicting Readmissions among Heart Failure Patients using Dynamic Bayesian Network. - Anthony Wong; Senthil K. Nachimuthu; Peter J. Haug (AMIA, 2012)

Development of a Taxonomy of Setting-Specific Factors for Adaptation of Clinical Decision Support Rules. - David Yauch; Pamela Kum; Samson W. Tu; Peter J. Haug; Nathan C. Hulse; Emory Fry; Robert A. Greenes; Mary K. Goldstein (AMIA, 2012)

Executing medical logic modules expressed in ArdenML using Drools. - Chai Young Jung; Katherine A. Sward; Peter J. Haug (J. Am. Medical Informatics Assoc., 2012)

Building a robust, scalable and standards-driven infrastructure for secondary use of EHR data: The SHARPn project. - Susan Rea; Jyotishman Pathak; Guergana K. Savova; Thomas A. Oniki; Les Westberg; Calvin E. Beebe; Cui Tao; Craig G. Parker; Peter J. Haug; Stanley M. Huff; Christopher G. Chute (J. Biomed. Informatics, 2012)

Development of Clinical Decision Support Alert Routing to a Patient Healthcare Portal. - Ping Hu; Scott P. Narus; Steven Towner; Craig G. Parker; Paige S. Christensen; Jeff Olson; Noman Rahman; Gisele Borsato; Richard J. Kramer; Sharon Hamilton; Keith Larsen; Peter J. Haug; et al. (AMIA, 2013)

Health eDecisions (HeD): a Public-Private Partnership to Develop and Validate Standards to Enable Clinical Decision Support at Scale. - Kensaku Kawamoto; Tonya Hongsermeier; Aziz A. Boxwala; Bryn Rhodes; Alicia A. Morton; Jamie Parker; Claude J. Nanjo; Victor C. Lee; Bernadette K. Minton; Davide Sottara; Howard R. Strasberg; Stephen Claypool; et al. (AMIA, 2013)

Analyzing Data Entry Patterns with a Consumer-Facing Family Health History Tool: An Empirical Study. - Jaehoon Lee 003; Nathan C. Hulse; Pallavi Ranade-Kharkar; Grant M. Wood; Peter J. Haug; Stanley M. Huff (AMIA, 2013)

Clinical Decision Support System Rule Logic Behavioral Monitor and Alerting System. - Drayton Rodrigues; Peter J. Haug; Craig G. Parker; Dan Stober (AMIA, 2013)

Evaluation and Comparison of Two Computerized IV Insulin-Treatment Protocols Using Patient Data from the ICU. - Anthony Wong; Ulrike Pielmeier; Peter J. Haug; Alan H. Morris (AMIA, 2013)

User-Centered Design of a Model-Driven Rule Authoring Environment. - David Yauch; Barrie S. Bradley; Matthew Ebert; Davide Sottara; Peter J. Haug; David R. Kaufman; Robert A. Greenes (AMIA, 2013)

Analysis of Family Health History Based Risk Assessment Algorithms: Classification and Data Requirements. - Pallavi Ranade-Kharkar; Guilherme Del Fiol; Janet L. Williams; Nathan C. Hulse; Peter J. Haug (MedInfo, 2013)

Improving performance of natural language processing part-of-speech tagging on clinical narratives through domain adaptation. - Jeffrey P. Ferraro; Hal Daumé III; Scott L. DuVall; Wendy Webber Chapman; Henk Harkema; Peter J. Haug (J. Am. Medical Informatics Assoc., 2013)

Developing a Section Labeler for Clinical Documents. - Peter J. Haug; Xinzi Wu; Jeffrey P. Ferraro; Guergana Savova; Stanley M. Huff; Christopher G. Chute (AMIA, 2014)

A Case Study on Integrating a Genealogy Database into a Consumer-Facing Family Health History Tool. - Jaehoon Lee 003; Nathan C. Hulse; David P. Taylor; Pallavi Ranade-Kharkar; Grant M. Wood; Peter J. Haug; Stanley M. Huff (AMIA, 2014)

SimProtocols - A Software Prototype for In Silico Comparison and Evaluation of Computer-based IV Insulin Infusion Protocols. - Anthony Wong; Senthil K. Nachimuthu; Peter J. Haug (AMIA, 2014)

The Health eDecisions Authoring Environment for Shareable Clinical Decision Support Artifacts. - Davide Sottara; Robert A. Greenes; Peter J. Haug; Edinardo Potrich; Matthew Ebert (Challenge+DC@RuleML, 2014)

Why is Natural Language Processing so Difficult to Generalize? - Jeffrey P. Ferraro; Peter J. Haug; Michael M. Wagner 001 (AMIA, 2016)

Business Process Modeling: Capturing the Workflow of Medicine. - Peter J. Haug; Herman Post; Joseph Bledsoe (AMIA, 2016)

Fitbit TM Fitness Tracking Ease of Use and Utility: Preliminary Findings for Potential Use in Clinical Care. - David P. Taylor; Nathan C. Hulse; Chaitanya K. Mynam; Bhanu Iyer; Matthew Ebert; Jason Gagner; Peter J. Haug (AMIA, 2016)

Medication Recommendation for Chronic Diseases with Comorbidities Using Electronic Medical Records. - Liqin Wang; Peter J. Haug (AMIA, 2016)

Using a Semi-Automated Modeling Environment to Construct a Bayesian, Sepsis Diagnostic System. - Peter J. Haug; Jeffrey P. Ferraro (BCB, 2016)

A method for the development of disease-specific reference standards vocabularies from textual biomedical literature resources. - Liqin Wang; Bruce E. Bray; Jianlin Shi; Guilherme Del Fiol; Peter J. Haug (Artif. Intell. Medicine, 2016)

An in silico method to identify computer-based protocols worthy of clinical study: An insulin infusion protocol use case. - Anthony Wong; Ulrike Pielmeier; Peter J. Haug; Steen Andreassen; Alan H. Morris (J. Am. Medical Informatics Assoc., 2016)

Screening the Contribution of Medical Reports to Electronic Diagnostic Systems. - Peter J. Haug; Jeffrey P. Ferraro; Nathan C. Dean (AMIA, 2017)

Big Data in the Intensive Care Unit. - Andrew James; Mohammad Adibuzzaman; John Zaleski; Peter J. Haug (AMIA, 2017)

The effects of natural language processing on cross-institutional portability of influenza case detection for disease surveillance. - Jeffrey P. Ferraro; Ye Ye 002; Per H. Gesteland; Peter J. Haug; Fu-Chiang Tsui; Gregory F. Cooper; Rudy Van Bree; Thomas Ginter; Andrew Nowalk; Michael M. Wagner 001 (Appl. Clin. Inform., 2017)

A Bayesian system to detect and characterize overlapping outbreaks. - John M. Aronis; Nicholas Millett; Michael M. Wagner 001; Fu-Chiang Tsui; Ye Ye 002; Jeffrey P. Ferraro; Peter J. Haug; Per H. Gesteland; Gregory F. Cooper (J. Biomed. Informatics, 2017)

Generating disease-pertinent treatment vocabularies from MEDLINE citations. - Liqin Wang; Guilherme Del Fiol; Bruce E. Bray; Peter J. Haug (J. Biomed. Informatics, 2017)

Using classification models for the generation of disease-specific medications from biomedical literature and clinical data repository. - Liqin Wang; Peter J. Haug; Guilherme Del Fiol (J. Biomed. Informatics, 2017)

Promoting national and international standards to build interoperable clinical applications. - Peter J. Haug; Scott P. Narus; Joseph Bledsoe; Stanley M. Huff (AMIA, 2018)

Enhancing a Commercial EMR with an Open, Standards-Based Publish-Subscribe Infrastructure. - Scott P. Narus; Noman Rahman; Darren K. Mann; Shan He 004; Peter J. Haug (AMIA, 2018)

The Healthcare Services Platform Consortium: building a marketplace for healthcare applications. - Kenneth S. Rubin; Peter J. Haug; Stanley M. Huff; Steve Hasley; Rick Freeman (AMIA, 2018)

Arden Syntax: Then, now, and in the future. - Klaus-Peter Adlassnig; Peter J. Haug; Robert A. Jenders (Artif. Intell. Medicine, 2018)

Evolution of the Arden Syntax: Key Technical Issues from the Standards Development Organization Perspective. - Robert A. Jenders; Klaus-Peter Adlassnig; Karsten Fehre; Peter J. Haug (Artif. Intell. Medicine, 2018)

Implementation of Real-Time Electronic Clinical Decision Support for Emergency Department Patients with Pneumonia Across a Healthcare System. - Nathan C. Dean; Caroline G. Vines; Jenna Rubin; Dave Collingridge; Mark Mankivsky; Raj Srivastava; Barbara E. Jones; Kathryn Gibb Kuttler; Missy Walker; Brandon J. Webb; Nathan Jenson; Todd L. Allen; et al. (AMIA, 2019)

Predicting Mental Health Complexity Using EHR and Patient-reported Data. - Shan He 004; Peter J. Haug; Kathryn Gibb Kuttler; Brenda Reiss-Brennan (AMIA, 2019)

CDS in a Learning Health Care System: Identifying Physicians' Reasons for Rejection of Best-Practice Recommendations in Pneumonia through Computerized Clinical Decision Support. - Barbara E. Jones; Dave Collingridge; Caroline G. Vines; Herman Post; John Holmen; Todd L. Allen; Peter J. Haug; Charlene R. Weir; Nathan C. Dean (Appl. Clin. Inform., 2019)

Enabling a learning healthcare system with automated computer protocols that produce replicable and personalized clinician actions. - Alan H. Morris; Brian Stagg; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; Carrie Jane Wallace; Michael P. Young; et al. (J. Am. Medical Informatics Assoc., 2021)

Contemporary clinical decision support standards using Health Level Seven International Fast Healthcare Interoperability Resources. - Howard R. Strasberg; Bryn Rhodes; Guilherme Del Fiol; Robert A. Jenders; Peter J. Haug; Kensaku Kawamoto (J. Am. Medical Informatics Assoc., 2021)

Addressing the Curly Braces Problem: Implementing Health Level Seven Fast Healthcare Interoperability Resources (FHIR) as a Standard Data Model for the Arden Syntax. - Robert A. Jenders; Peter J. Haug; Klaus-Peter Adlassnig (AMIA, 2022)

Computer clinical decision support that automates personalized clinical care: a challenging but needed healthcare delivery strategy. - Alan H. Morris; Christopher Horvat; Brian Stagg; David W. Grainger; Michael Lanspa; James Orme; Terry P. Clemmer; Lindell K. Weaver; Frank Thomas; Colin K. Grissom; Ellie Hirshberg; Thomas D. East; et al. (J. Am. Medical Informatics Assoc., 2022)

Arden Syntax on FHIR. - Andreas Csarmann; Julia Zeckl; Peter J. Haug; Robert A. Jenders; Andrea Rappelsberger; Klaus-Peter Adlassnig (ICIMTH, 2023)