Integration of textual guideline documents with formal guideline knowledge bases. - Ravi D. Shankar; Samson W. Tu; Susana B. Martins; Lawrence M. Fagan; Mary K. Goldstein; Mark A. Musen (AMIA, 2001)

Building an Explanation Function for a Hypertension Decision-Support System. - Ravi D. Shankar; Susana B. Martins; Samson W. Tu; Mary K. Goldstein; Mark A. Musen (MedInfo, 2001)

Patient Safety in Guideline-Based Decision Support for Hypertension Management: ATHENA DSS. - Mary K. Goldstein; Brian B. Hoffman; Robert W. Coleman; Samson W. Tu; Ravi D. Shankar; Martin J. O'Connor; Susana B. Martins; Aneel A. Advani; Mark A. Musen (J. Am. Medical Informatics Assoc., 2002)

Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture. - Yuval Shahar; David Boaz; Gil Tahan; Maya Galperin; Dina Goren-Bar; Herbert Kaizer; Lawrence V. Basso; Susana B. Martins; Mary K. Goldstein (AMIA, 2003)

A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions. - Yuval Shahar; David Boaz; Gil Tahan; Maya Galperin; Dina Goren-Bar; Herbert Kaizer; Lawrence V. Basso; Susana B. Martins; Mary K. Goldstein (AMIA, 2003)

A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library. - Yuval Shahar; Erez Shalom; Alon Mayaffit; Ohad Young; Maya Galperin; Susana B. Martins; Mary K. Goldstein (AMIA, 2003)

Evaluating Provider Adherence in a Trial of a Guideline-Based Decision Support System for Hypertension. - Albert Chan; Robert W. Coleman; Susana B. Martins; Aneel A. Advani; Mark A. Musen; Hayden B. Bosworth; Eugene Oddone; Michael G. Shlipak; Brian B. Hoffman; Mary K. Goldstein (MedInfo, 2004)

Evaluation of KNAVE-II: a Tool for Intelligent Query and Exploration of Patient Data. - Susana B. Martins; Yuval Shahar; Maya Galperin; Herbert Kaizer; Dina Goren-Bar; Deborah McNaughton; Lawrence V. Basso; Mary K. Goldstein (MedInfo, 2004)

Application of Information Technology: Translating Research into Practice: Organizational Issues in Implementing Automated Decision Support for Hypertension in Three Medical Centers. - Mary K. Goldstein; Robert W. Coleman; Samson W. Tu; Ravi D. Shankar; Martin J. O'Connor; Mark A. Musen; Susana B. Martins; Philip W. Lavori; Michael G. Shlipak; Eugene Oddone; Aneel A. Advani; Parisa Gholami; et al. (J. Am. Medical Informatics Assoc., 2004)

Leveraging Point-of-Care Clinician Feedback to Study Barriers to Guideline Adherence. - Albert Chan; Ravi D. Shankar; Robert W. Coleman; Susana B. Martins; Brian B. Hoffman; Mary K. Goldstein (AMIA, 2005)

Identifying Barriers to Hypertension Guideline Adherence Using Clinician Feedback at the Point of Care. - N. D. Lin; Susana B. Martins; Albert Chan; Robert W. Coleman; Hayden B. Bosworth; Eugene Oddone; Ravi D. Shankar; Mark A. Musen; Brian B. Hoffman; Mary K. Goldstein (AMIA, 2006)

Offline Testing of the ATHENA Hypertension Decision Support System Knowledge Base to Improve the Accuracy of Recommendations. - Susana B. Martins; Steve Lai; Samson W. Tu; Ravi D. Shankar; S. N. Hastings; Brian B. Hoffman; Naja DiPilla; Mary K. Goldstein (AMIA, 2006)

Use of Declarative Statements in Creating and Maintaining Computer-Interpretable Knowledge Bases for Guideline-Based Care. - Samson W. Tu; Karen M. Hrabak; James R. Campbell 001; Julie Glasgow; Mark A. Nyman; Robert C. McClure; James C. McClay; Robert M. Abarbanel; James G. Mansfield; Susana B. Martins; Mary K. Goldstein; Mark A. Musen (AMIA, 2006)

Knowledge-Based System for Managing Complex Clinical Trials. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; David B. Parrish; Amar K. Das (CBMS, 2006)

Epoch: an ontological framework to support clinical trials management. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; David B. Parrish; Amar K. Das (HIKM, 2006)

Towards Semantic Interoperability in a Clinical Trials Management System. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; David B. Parrish; Amar K. Das (ISWC, 2006)

An Ontology-based Architecture for Integration of Clinical Trials Management Applications. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; David B. Parrish; Amar K. Das (AMIA, 2007)

Experiments with Hierarchical Concept-Based Search. - Robert Moskovitch; Roee Sa'adon; Eytan Behiri; Susana B. Martins; Aviram Weiss; Yuval Shahar (MedInfo, 2007)

Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search. - Robert Moskovitch; Susana B. Martins; Eytan Behiri; Aviram Weiss; Yuval Shahar (J. Am. Medical Informatics Assoc., 2007)

Runtime application of Hybrid-Asbru clinical guidelines. - Ohad Young; Yuval Shahar; Yair Liel; Eitan Lunenfeld; Guy Bar; Erez Shalom; Susana B. Martins; Laszlo T. Vaszar; Tal Marom; Mary K. Goldstein (J. Biomed. Informatics, 2007)

An Ontological Approach to Representing and Reasoning with Temporal Constraints in Clinical Trial Protocols. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; Amar K. Das (HEALTHINF (1), 2008)

Representing and Reasoning with Temporal Constraints in Clinical Trials Using Semantic Technologies. - Ravi D. Shankar; Susana B. Martins; Martin J. O'Connor; David B. Parrish; Amar K. Das (BIOSTEC (Selected Papers), 2008)

Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology. - Erez Shalom; Yuval Shahar; Meirav Taieb-Maimon; Guy Bar; Susana B. Martins; Ohad Young; Laszlo T. Vaszar; Yair Liel; Avi Yarkoni; Mary K. Goldstein; Akiva Leibowitz; Tal Marom; et al. (K4HelP, 2008)

Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data. - Susana B. Martins; Yuval Shahar; Dina Goren-Bar; Maya Galperin; Herbert Kaizer; Lawrence V. Basso; Deborah McNaughton; Mary K. Goldstein (Artif. Intell. Medicine, 2008)

A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines. - Erez Shalom; Yuval Shahar; Meirav Taieb-Maimon; Guy Bar; Avi Yarkoni; Ohad Young; Susana B. Martins; Laszlo T. Vaszar; Mary K. Goldstein; Yair Liel; Akiva Leibowitz; Tal Marom; et al. (J. Biomed. Informatics, 2008)

Web-Based Querying and Temporal Visualization of Longitudinal Clinical Data. - Amanda Richards; Martin J. O'Connor; Susana B. Martins; Michael Uehara-Bingen; Samson W. Tu; Amar K. Das (AIME, 2011)

SWEETInfo: a Web-Based System for Visualizing and Querying Temporal Data. - Martin J. O'Connor; Amanda Richards; Susana B. Martins; Mike Bingen; Samson W. Tu; Amar K. Das (RuleML America (2), 2011)

Application of Preference-Oriented Decision Making to Multimorbidity for Computerized Decision Support: Decision Analysis and Analytic Hierarchy. - Joshua Goldner; Samson W. Tu; Mary K. Goldstein; Susana B. Martins; Pamela Kum; Csongor Nyulas; Mark A. Musen (AMIA, 2012)

Creating a MRSA Ontology to Support Categorization of MRSA Infections. - Susana B. Martins; Samson W. Tu; Richard Martinello; Michael Rubin; Philip Foulis; Stephen Luther; Tyler Forbush; Matthew Scotch; Brad Doebbelling; Mary K. Goldstein (AMIA, 2013)

Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. - Mary K. Goldstein; Samson W. Tu; Susana B. Martins; Connie Oshiro; Kaeli Yuen; Tammy S. Hwang; Dan Y. Wang; Amy Furman; Michael Ashcraft; Paul Heidenreich (AMIA, 2014)

Encoding Performance Measures For Automated Quality Assessment. - Tammy S. Hwang; Susana B. Martins; Samson W. Tu; Dan Y. Wang; Paul Heidenreich; Mary K. Goldstein (AMIA, 2014)

Automating Guidelines for Clinical Decision Support (CDS): A Categorization of Knowledge Engineering and Implementation Decisions. - Mary K. Goldstein; Samson W. Tu; Connie Oshiro; Susana B. Martins; Dan Y. Wang; Amy Furman; Michael Ashcraft; Jonathan Mendoza; Paul Heidenreich (AMIA, 2015)

Integrating an Externally Developed Clinical Decision Support (CDS) System with an Existing Electronic Health Record (EHR) System at VA. - Samson W. Tu; Kaeli Yuen; Connie Oshiro; Susana B. Martins; Ignacio Valdes; George O. Welch; Paul Heidenreich; Mary K. Goldstein (AMIA, 2015)

Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions. - Donna M. Zulman; Susana B. Martins; Yan Liu; Samson W. Tu; Brian B. Hoffman; Steven M. Asch; Mary K. Goldstein (AMIA, 2015)

Automating Guidelines for Clinical Decision Support: Knowledge Engineering and Implementation. - Geoffrey J. Tso; Samson W. Tu; Connie Oshiro; Susana B. Martins; Michael Ashcraft; Kaeli Yuen; Dan Y. Wang; Amy Robinson; Paul Heidenreich; Mary K. Goldstein (AMIA, 2016)

Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. - Samson W. Tu; Susana B. Martins; Connie Oshiro; Kaeli Yuen; Dan Y. Wang; Amy Robinson; Michael Ashcraft; Paul Heidenreich; Mary K. Goldstein (AMIA, 2016)

Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems. - Geoffrey J. Tso; Kaeli Yuen; Susana B. Martins; Samson W. Tu; Michael Ashcraft; Paul Heidenreich; Brian B. Hoffman; Mary K. Goldstein (CRI, 2016)

Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support Systems. - Omar A. Usman; Connie Oshiro; Justin G. Chambers; Samson W. Tu; Susana B. Martins; Amy Robinson; Mary K. Goldstein (AMIA, 2018)

A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support. - Justin G. Chambers; Tanya Podchiyska; Samson Tu; Amy Robinson; Susana B. Martins; Michael Ashcraft; Mary K. Goldstein (AMIA, 2021)

Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting - eXecutable Library Architecture (XLA). - Susana B. Martins; Cora L. Bernard; Suzanne Tamang; Jodie Trafton (AMIA, 2021)

Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient Recommendation. - Amy Robinson; Tanya Podchiyska; Samson Tu; Justin G. Chambers; Omar A. Usman; Vishal Duggal; Anju Sahay; Susana B. Martins; Michael Ashcraft; Mary K. Goldstein (AMIA, 2021)

Structural Patterns in Chronic Disease Clinical Practice Guidelines Formalized for Clinical Decision Support. - Samson W. Tu; Tanya Podchiyska; Connie Oshiro; Susana B. Martins; Michael Ashcraft; Justin G. Chambers; Amy Robinson; Paul Heidenreich; Mary K. Goldstein (AMIA, 2022)

cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning. - Maria Mahbub; Edmon Begoli; Susana B. Martins; Alina Peluso; Suzanne Tamang; Gregory D. Peterson (IEEE Access, 2023)

Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes. - Maria Mahbub; Ian Goethert; Ioana Danciu; Kathryn Knight; Sudarshan Srinivasan; Suzanne Tamang; Karine Rozenberg-Ben-Dror; Hugo Solares; Susana B. Martins; Edmon Begoli; Gregory D. Peterson (CoRR, 2023)

Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited. - Esther L. Meerwijk; Duncan C. McElfresh; Susana B. Martins; Suzanne R. Tamang (J. Biomed. Informatics, 2024)