Samson W. Tu

Orcid: 0000-0002-0295-7821

According to our database1, Samson W. Tu authored at least 143 papers between 1985 and 2023.

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Bibliography

2023
A community-of-practice-based evaluation methodology for knowledge intensive computational methods and its application to multimorbidity decision support.
J. Biomed. Informatics, June, 2023

2022
Structural Patterns in Chronic Disease Clinical Practice Guidelines Formalized for Clinical Decision Support.
Proceedings of the AMIA 2022, 2022

Extending FHIR Timing Representation for Expressing Monitoring Recommendations.
Proceedings of the AMIA 2022, 2022

A Goal-Oriented Methodology for Treatment of Patients with Multimorbidity - Goal Comorbidities (GoCom) Proof-of-Concept Demonstration.
Proceedings of the Artificial Intelligence in Medicine, 2022

2021
Towards a framework for comparing functionalities of multimorbidity clinical decision support: A literature-based feature set and benchmark cases.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020
Towards a goal-oriented methodology for clinical-guideline-based management recommendations for patients with multimorbidity: GoCom and its preliminary evaluation.
J. Biomed. Informatics, 2020

Toward a Harmonized WHO Family of International Classifications Content Model.
Proceedings of the Digital Personalized Health and Medicine - Proceedings of MIE 2020, Medical Informatics Europe, Geneva, Switzerland, April 28, 2020

GoCom - A Goal-oriented Methodology for Treatment of Patients with Multimorbidity and Its Preliminary Evaluation.
Proceedings of the AMIA 2020, 2020

2019
Detecting and mitigating clinical guideline interactions in multimorbidity patients using computer-interpretable guidelines and AEOLUS.
Proceedings of the AMIA 2019, 2019

A Method for Goal-Oriented Guideline Modeling in PROforma and Its Preliminary Evaluation.
Proceedings of the Artificial Intelligence in Medicine: Knowledge Representation and Transparent and Explainable Systems, 2019

2018
Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support Systems.
Proceedings of the AMIA 2018, 2018

Goal-driven management of interacting clinical guidelines for multi-morbidity patients.
Proceedings of the AMIA 2018, 2018

2017
Use of ontology structure and Bayesian models to aid the crowdsourcing of ICD-11 sanctioning rules.
J. Biomed. Informatics, 2017

An ontology-driven tool for structured data acquisition using Web forms.
J. Biomed. Semant., 2017

High-Risk Drug-Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions.
Proceedings of the Summit on Clinical Research Informatics, 2017

2016
Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems.
Proceedings of the Summit on Clinical Research Informatics, 2016

Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities.
Proceedings of the AMIA 2016, 2016

Automating Guidelines for Clinical Decision Support: Knowledge Engineering and Implementation.
Proceedings of the AMIA 2016, 2016

2015
Summarizing and visualizing structural changes during the evolution of biomedical ontologies using a Diff Abstraction Network.
J. Biomed. Informatics, 2015

Modeling and tools for supporting post-coordination in ICD-11.
Proceedings of the International Conference on Biomedical Ontology, 2015

Structured data acquisition with ontology-based web forms.
Proceedings of the International Conference on Biomedical Ontology, 2015

OWL-based form generation and structured data acquisition.
Proceedings of the International Conference on Biomedical Ontology, 2015

Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions.
Proceedings of the AMIA 2015, 2015

Integrating an Externally Developed Clinical Decision Support (CDS) System with an Existing Electronic Health Record (EHR) System at VA.
Proceedings of the AMIA 2015, 2015

A Method to Compare ICF and SNOMED CT for Coverage of U.S. Social Security Administration's Disability Listing Criteria.
Proceedings of the AMIA 2015, 2015

Automating Guidelines for Clinical Decision Support (CDS): A Categorization of Knowledge Engineering and Implementation Decisions.
Proceedings of the AMIA 2015, 2015

2014
The Ontology of Clinical Research (OCRe): An informatics foundation for the science of clinical research.
J. Biomed. Informatics, 2014

Crowdsourcing ICD-11 Sanctioning Rules.
Proceedings of the AMIA 2014, 2014

Encoding Performance Measures For Automated Quality Assessment.
Proceedings of the AMIA 2014, 2014

Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities.
Proceedings of the AMIA 2014, 2014

2013
Creating a MRSA Ontology to Support Categorization of MRSA Infections.
Proceedings of the AMIA 2013, 2013

2012
Experiences with Multilingual Modeling in the Development of the International Classification of Traditional Medicine Ontology.
Proceedings of the 3rd Workshop on the Multilingual Semantic Web, 2012

The Template Instance Pattern.
Proceedings of the 3rd Workshop on Ontology Patterns, Boston, USA, November 12, 2012, 2012

Development of a Taxonomy of Setting-Specific Factors for Adaptation of Clinical Decision Support Rules.
Proceedings of the AMIA 2012, 2012

Ontology-Based Federated Data Access to Human Studies Information.
Proceedings of the AMIA 2012, 2012

Deriving an Abstraction Network to Support Quality Assurance in OCRe.
Proceedings of the AMIA 2012, 2012

The Implementer's Workbench: Incorporating Site-Specific Factors into Clinical Decision Support Rules Using an ArdenML Framework.
Proceedings of the AMIA 2012, 2012

Application of Preference-Oriented Decision Making to Multimorbidity for Computerized Decision Support: Decision Analysis and Analytic Hierarchy.
Proceedings of the AMIA 2012, 2012

2011
A practical method for transforming free-text eligibility criteria into computable criteria.
J. Biomed. Informatics, 2011

Web-based Exploration of Temporal Data in Biomedicine.
Proceedings of the WEBIST 2011, 2011

SWEETInfo: a Web-Based System for Visualizing and Querying Temporal Data.
Proceedings of the 5th International RuleML2011@BRF Challenge, 2011

Web-Based Querying and Temporal Visualization of Longitudinal Clinical Data.
Proceedings of the Artificial Intelligence in Medicine, 2011

Reasoning with Effects of Clinical Guideline Actions Using OWL: AL Amyloidosis as a Case Study.
Proceedings of the Knowledge Representation for Health-Care, 2011

2010
Formal representation of eligibility criteria: A literature review.
J. Biomed. Informatics, 2010

A Typology for Modeling Processes in Clinical Guidelines and Protocols.
Proceedings of the Security-Enriched Urban Computing and Smart Grid, 2010

2009
Design patterns for clinical guidelines.
Artif. Intell. Medicine, 2009

Software-engineering challenges of building and deploying reusable problem solvers.
Artif. Intell. Eng. Des. Anal. Manuf., 2009

Ontology driven data integration for autism research.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Extracting Cancer Quality Indicators from Electronic Medical Records: Evaluation of an Ontology-Based Virtual Medical Record Approach.
Proceedings of the AMIA 2009, 2009

A Bayesian Network Model for Analysis of Detection Performance in Surveillance Systems.
Proceedings of the AMIA 2009, 2009

2008
Model Formulation: Understanding Detection Performance in Public Health Surveillance: Modeling Aberrancy-detection Algorithms.
J. Am. Medical Informatics Assoc., 2008

Supporting Collaborative Ontology Development in Protégé.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

An Ontology-Driven Framework for Deploying JADE Agent Systems.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Using an Integrated Ontology and Information Model for Querying and Reasoning about Phenotypes: The Case of Autism.
Proceedings of the AMIA 2008, 2008

Predicting Outbreak Detection in Public Health Surveillance: Quantitative Analysis to Enable Evidence-Based Method Selection.
Proceedings of the AMIA 2008, 2008

Developing a Web-Based Application using OWL and SWRL.
Proceedings of the AI Meets Business Rules and Process Management, 2008

2007
Synthesis of Research Paper: The SAGE Guideline Model: Achievements and Overview.
J. Am. Medical Informatics Assoc., 2007

Querying the Semantic Web with SWRL.
Proceedings of the Advances in Rule Interchange and Applications, International Symposium, 2007

Efficiently Querying Relational Databases Using OWL and SWRL.
Proceedings of the Web Reasoning and Rule Systems, First International Conference, 2007

Creating Interoperable Guidelines: Requirements of Vocabulary Standards in Immunization Decision Support.
Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

Guideline Models, Process Specification, and Workflow.
Proceedings of the Business Process Management Workshops, 2007

Document-Oriented Views of Guideline Knowledge Bases.
Proceedings of the Artificial Intelligence in Medicine, 2007

Mining Hospital Data to Learn SDA* Clinical Algorithms.
Proceedings of the Knowledge Management for Health Care Procedures, 2007

Using Semantic Web Technologies for Knowledge-Driven Querying of Biomedical Data.
Proceedings of the Artificial Intelligence in Medicine, 2007

2006
Use of Declarative Statements in Creating and Maintaining Computer-Interpretable Knowledge Bases for Guideline-Based Care.
Proceedings of the AMIA 2006, 2006

Structuring Order Sets for Interoperable Distribution.
Proceedings of the AMIA 2006, 2006

Offline Testing of the ATHENA Hypertension Decision Support System Knowledge Base to Improve the Accuracy of Recommendations.
Proceedings of the AMIA 2006, 2006

Partnerships in Innovation: How We Accomplished the Objectives of the SAGE Project.
Proceedings of the AMIA 2006, 2006

Medical Arguments in an Automated Health Care System.
Proceedings of the Argumentation for Consumers of Healthcare, 2006

2005
protégé as a vehicle for developing medical terminological systems.
Int. J. Hum. Comput. Stud., 2005

Supporting Rule System Interoperability on the Semantic Web with SWRL.
Proceedings of the Semantic Web - ISWC 2005, 4th International Semantic Web Conference, 2005

Semantic Clinical Guideline Documents.
Proceedings of the AMIA 2005, 2005

2004
Design and implementation of the GLIF3 guideline execution engine.
J. Biomed. Informatics, 2004

GLIF3: a representation format for sharable computer-interpretable clinical practice guidelines.
J. Biomed. Informatics, 2004

Review Paper: The InterMed Approach to Sharable Computer-interpretable Guidelines: A Review.
J. Am. Medical Informatics Assoc., 2004

Application of Information Technology: Translating Research into Practice: Organizational Issues in Implementing Automated Decision Support for Hypertension in Three Medical Centers.
J. Am. Medical Informatics Assoc., 2004


Executing Clinical Practice Guidelines using the SAGE Execution Engine.
Proceedings of the MEDINFO 2004, 2004

Modeling and Analyzing Biomedical Processes using Workflow/Petri Net Models and Tools.
Proceedings of the MEDINFO 2004, 2004

Detailed Clinical Models for Sharable, Executable Guidelines.
Proceedings of the MEDINFO 2004, 2004

The SAGE Guideline Modeling: Motivation and Methodology.
Proceedings of the Computer-based Support for Clinical Guidelines and Protocols, 2004

2003
Research Paper: Comparing Computer-interpretable Guideline Models: A Case-study Approach.
J. Am. Medical Informatics Assoc., 2003

The evolution of Protégé: an environment for knowledge-based systems development.
Int. J. Hum. Comput. Stud., 2003

GESDOR - A Generic Execution Model for Sharing of Computer-Interpretable Clinical Practice Guidelines.
Proceedings of the AMIA 2003, 2003

The Structure of Guideline Recommendations: A Synthesis.
Proceedings of the AMIA 2003, 2003

A Knowledge-Acquisition Wizard to Encode Guidelines.
Proceedings of the AMIA 2003, 2003

Protégé-2000: An Open-Source Ontology-Development and Knowledge-Acquisition Environment: AMIA 2003 Open Source Expo.
Proceedings of the AMIA 2003, 2003

2002
Patient Safety in Guideline-Based Decision Support for Hypertension Management: ATHENA DSS.
J. Am. Medical Informatics Assoc., 2002

Representation primitives, process models and patient data in computer-interpretable clinical practice guidelines: : A literature review of guideline representation models.
Int. J. Medical Informatics, 2002

A Typology for Modeling Processes in Clinical Guidelines and Protocols.
Proceedings of the AMIA 2002, 2002

Use of Protégé-2000 to Encode Clinical Guidelines.
Proceedings of the AMIA 2002, 2002

Support for guideline development through error classification and constraint checking.
Proceedings of the AMIA 2002, 2002

The Chronus II temporal database mediator.
Proceedings of the AMIA 2002, 2002

Knowledge-based bioterrorism surveillance.
Proceedings of the AMIA 2002, 2002

Standards-based Sharable Active Guideline Environment (SAGE): A Project to Develop a Universal Framework for Encoding and Disseminating Electronic Clinical Practice Guidelines.
Proceedings of the AMIA 2002, 2002

The helpful patient record system: problem oriented and knowledge based.
Proceedings of the AMIA 2002, 2002

2001
Sharable Representation of Clinical Guidelines in GLIF: Relationship to the Arden Syntax.
J. Biomed. Informatics, 2001

Toward a Representation Format for Sharable Clinical Guidelines.
J. Biomed. Informatics, 2001

Representation of Clinical Practice Guidelines for Computer-Based Implementations.
Proceedings of the MEDINFO 2001, 2001

Modeling Data and Knowledge in the EON Guideline Architecture.
Proceedings of the MEDINFO 2001, 2001

Building an Explanation Function for a Hypertension Decision-Support System.
Proceedings of the MEDINFO 2001, 2001

Handling Expressiveness and Comprehensibility Requirements in GLIF3.
Proceedings of the MEDINFO 2001, 2001

RASTA: A Distributed Temporal Abstraction System to Facilitate Knowledge-Driven Monitoring of Clinical Databases.
Proceedings of the MEDINFO 2001, 2001

Achieving Reuse of Computable Guideline Systems.
Proceedings of the MEDINFO 2001, 2001

Sharable Computer-based Clinical Practice Guidelines: Rationale, Obstacles, Approaches, and Prospects.
Proceedings of the MEDINFO 2001, 2001

Integration of textual guideline documents with formal guideline knowledge bases.
Proceedings of the AMIA 2001, 2001

Using features of Arden Syntax with object-oriented medical data models for guideline modeling.
Proceedings of the AMIA 2001, 2001

A Client-Server Framework for Deploying a Decision-support System in a Resource-constrained Environment.
Proceedings of the AMIA 2001, 2001

A virtual medical record for guideline-based decision support.
Proceedings of the AMIA 2001, 2001

Preliminary Evaluation of a Guideline Classification System.
Proceedings of the AMIA 2001, 2001

Interface of Inference Models with Concept and Medical Record Models.
Proceedings of the Artificial Intelligence Medicine, 2001

2000
Representation Formalisms and Computational Methods for Modeling Guideline-Based Patient Care.
Proceedings of the Computer-Based Support for Clinical Guidelines and Protocols, 2000

A Three-layer Domain Ontology for Guideline Representation and Sharing.
Proceedings of the AMIA 2000, 2000

From guideline modeling to guideline execution: defining guideline-based decision-support services.
Proceedings of the AMIA 2000, 2000

Explanations for a Hypertension Decision Support System.
Proceedings of the AMIA 2000, 2000


Representation of temporal indeterminacy in clinical databases.
Proceedings of the AMIA 2000, 2000

Representation of Nursing Guidelines Using the EON Guideline Model.
Proceedings of the AMIA 2000, 2000

Using scenarios in chronic disease management guidelines for primary care.
Proceedings of the AMIA 2000, 2000

Implementing clinical practice guidelines while taking account of changing evidence: ATHENA DSS, an easily modifiable decision-support system for managing hypertension in primary care.
Proceedings of the AMIA 2000, 2000

Guideline classification to assist modeling, authoring, implementation and retrieval.
Proceedings of the AMIA 2000, 2000

1999
Integration of Temporal Reasoning and Temporal-Data Maintenance into a Reusable Database Mediator to Answer Abstract, Time-Oriented Queries: The Tzolkin System.
J. Intell. Inf. Syst., 1999

A flexible approach to guideline modeling.
Proceedings of the AMIA 1999, 1999

The PRODIGY Knowledge Architecture Requirements for Chronic Disease Management in Primary Care.
Proceedings of the AMIA 1999, 1999

Applying temporal joins to clinical databases.
Proceedings of the AMIA 1999, 1999

EON 2.0: Enhanced Middleware for Automation of Protocol-Directed Therapy.
Proceedings of the AMIA 1999, 1999

Integrating a modern knowledge-based system architecture with a legacy VA database: the ATHENA and EON projects at Stanford.
Proceedings of the AMIA 1999, 1999

1998
Research Paper: The GuideLine Interchange Format: A Model for Representing Guidelines.
J. Am. Medical Informatics Assoc., 1998

Episodic refinement of episodic skeletal-plan refinement.
Int. J. Hum. Comput. Stud., 1998

A declarative explanation framework that uses a collection of visualization agents.
Proceedings of the AMIA 1998, 1998

1997
A temporal database mediator for protocol-based decision support.
Proceedings of the AMIA 1997, 1997

Theater-Style Demonstration: EON: CORBA-Based Middleware for Automation of Protocol-Directed Therapy.
Proceedings of the AMIA 1997, 1997

Domain Modeling with Integrated Ontologies: Principles for Reconciliation and Reuse.
Proceedings of the AMIA 1997, 1997

1996
Synthesis of Research: EON: A Component-Based Approach to Automation of Protocol-Directed Therapy.
J. Am. Medical Informatics Assoc., 1996

Reusable ontologies, knowledge-acquisition tools, and performance systems: PROTÉGÉ-II solutions to Sisyphus-2.
Int. J. Hum. Comput. Stud., 1996

1995
Ontology-based configuration of problem-solving methods and generation of knowledge-acquisition tools: application of PROTEGE-II to protocol-based decision support.
Artif. Intell. Medicine, 1995

Task Modeling with Reusable Problem-Solving Methods.
Artif. Intell., 1995

A Component-Based Architecture for Automation of Protocol-Directed Therapy.
Proceedings of the Artificial Intelligence Medicine, 1995

1994
Mapping domains to methods in support of reuse.
Int. J. Hum. Comput. Stud., 1994

1993
Modeling tasks with mechanisms.
Int. J. Intell. Syst., 1993

1992
Problem-Solving Models for Generation of Task-Specific Knowledge-Acquisition Tools.
Proceedings of the Knowledge Oriented Software Design, Extended Papers from the IFIP TC12 Workshop on Artificial Intelligence from the Information Processing Perspective, 1992

1989
Episodic Skeletal-Plan Refinement Based on Temporal Data.
Commun. ACM, 1989

1985
ONYX: An Architecture for Planning in Uncertain Environments.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985


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