Mary K. Goldstein

Publication Activity (10 Years)

Years Active: 1999-2022
Publications (10 Years): 24

Top Topics

Chronic Disease

Knowledge Engineering

Clinical Decision Support

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Samson W. Tu, Tanya Podchiyska, Connie Oshiro, Susana B. Martins, Michael Ashcraft, Justin G. Chambers, Amy Robinson, Paul Heidenreich, Mary K. Goldstein
Structural Patterns in Chronic Disease Clinical Practice Guidelines Formalized for Clinical Decision Support. AMIA (2022)
Justin G. Chambers, Tanya Podchiyska, Samson Tu, Amy Robinson, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein
A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support. AMIA (2021)
Amy Robinson, Tanya Podchiyska, Samson Tu, Justin G. Chambers, Omar A. Usman, Vishal Duggal, Anju Sahay, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein
Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient Recommendation. AMIA (2021)
Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
Randomized user testing of recommender system clinical decision support. AMIA (2021)
Andre Kumar, Rachael C. Aikens, Jason Hom, Lisa Shieh, Jonathan Chiang, David Morales, Divya Saini, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Vishal Duggal, Mary K. Goldstein
Clinical Decision Support Flow Diagram for Management of Chronic Kidney Disease by Primary Care Physicians. AMIA (2019)
Omar A. Usman, Connie Oshiro, Justin G. Chambers, Samson W. Tu, Susana B. Martins, Amy Robinson, Mary K. Goldstein
Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support Systems. AMIA (2018)
Jason K. Wang, Jason Hom, Santhosh Balasubramanian, Alejandro Schuler, Nigam H. Shah, Mary K. Goldstein, Michael T. M. Baiocchi, Jonathan H. Chen
An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. J. Biomed. Informatics 86 (2018)
Tiffany I. Leung, Mary K. Goldstein, Mark A. Musen, Ruth Cronkite, Jonathan H. Chen, Assaf Gottlieb, Eran Leitersdorf
The New HIT: Human Health Information Technology. MedInfo (2017)
Geoffrey J. Tso, Samson W. Tu, Mark A. Musen, Mary K. Goldstein
High-Risk Drug-Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions. CRI (2017)
Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets. J. Am. Medical Informatics Assoc. 24 (3) (2017)
Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman, Jonathan H. Chen
Decaying Relevance of Clinical Data when Predicting Future Decisions. CRI (2017)
Youngjun Kim, Jennifer H. Garvin, Mary K. Goldstein, Tammy S. Hwang, Andrew Redd, Daniel Bolton, Paul Heidenreich, Stéphane M. Meystre
Extraction of left ventricular ejection fraction information from various types of clinical reports. J. Biomed. Informatics 67 (2017)
Jonathan H. Chen, Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets. Int. J. Medical Informatics 102 (2017)
Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
Usability of an Automated Recommender System for Clinical Order Entry. AMIA (2016)
Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making. CRI (2016)
Samson W. Tu, Susana B. Martins, Connie Oshiro, Kaeli Yuen, Dan Y. Wang, Amy Robinson, Michael Ashcraft, Paul Heidenreich, Mary K. Goldstein
Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. AMIA (2016)
Geoffrey J. Tso, Kaeli Yuen, Susana B. Martins, Samson W. Tu, Michael Ashcraft, Paul Heidenreich, Brian B. Hoffman, Mary K. Goldstein
Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems. CRI (2016)
Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
Dynamically Evolving Clinical Practices and Implications for Predicting Medical Decisions. PSB (2016)
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
Automating Guidelines for Clinical Decision Support: Knowledge Engineering and Implementation. AMIA (2016)
Mary K. Goldstein, Samson W. Tu, Connie Oshiro, Susana B. Martins, Dan Y. Wang, Amy Furman, Michael Ashcraft, Jonathan Mendoza, Paul Heidenreich
Automating Guidelines for Clinical Decision Support (CDS): A Categorization of Knowledge Engineering and Implementation Decisions. AMIA (2015)
Donna M. Zulman, Susana B. Martins, Yan Liu, Samson W. Tu, Brian B. Hoffman, Steven M. Asch, Mary K. Goldstein
Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions. AMIA (2015)
Samson W. Tu, Kaeli Yuen, Connie Oshiro, Susana B. Martins, Ignacio Valdes, George O. Welch, Paul Heidenreich, Mary K. Goldstein
Integrating an Externally Developed Clinical Decision Support (CDS) System with an Existing Electronic Health Record (EHR) System at VA. AMIA (2015)
Youngjun Kim, Jennifer H. Garvin, Mary K. Goldstein, Stéphane M. Meystre
Classification of Contextual Use of Left Ventricular Ejection Fraction Assessments. MedInfo (2015)
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
Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. AMIA (2014)
Tiffany I. Leung, Hawre Jalal, Donna M. Zulman, Douglas K. Owens, Mark A. Musen, Michel Dumontier, Mary K. Goldstein
Automating Identification of Multiple Chronic Conditions in Clinical Practice Guidelines. AMIA (2014)
Tammy S. Hwang, Susana B. Martins, Samson W. Tu, Dan Y. Wang, Paul Heidenreich, Mary K. Goldstein
Encoding Performance Measures For Automated Quality Assessment. AMIA (2014)
Megha Kalsy, Natalie Kelly, Jennifer H. Garvin, Mary K. Goldstein
Methods for Early Stakeholder Engagement for Implementation of Health Information Technology. AMIA (2014)
Denise M. Hynes, Alexander S. Young, Michael Ohl, Thomas K. Houston, Mary K. Goldstein
Innovation and Synergy of HIT Approaches Addressing Complex Care within the VA. AMIA (2013)
Susana B. Martins, Samson W. Tu, Richard Martinello, Michael Rubin, Philip Foulis, Stephen Luther, Tyler Forbush, Matthew Scotch, Brad Doebbelling, Mary K. Goldstein
Creating a MRSA Ontology to Support Categorization of MRSA Infections. AMIA (2013)
Jennifer H. Garvin, Scott L. DuVall, Brett R. South, Bruce E. Bray, Daniel Bolton, Julia Heavirland, Steve Pickard, Paul Heidenreich, Shuying Shen, Charlene R. Weir, Matthew H. Samore, Mary K. Goldstein
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. 19 (5) (2012)
Peter J. Haug, Nathan C. Hulse, David Yauch, Emory Fry, Samson W. Tu, Mary K. Goldstein, Pamela Kum, Robert A. Greenes
The Implementer's Workbench: Incorporating Site-Specific Factors into Clinical Decision Support Rules Using an ArdenML Framework. AMIA (2012)
David Yauch, Pamela Kum, Samson W. Tu, Peter J. Haug, Nathan C. Hulse, Emory Fry, Robert A. Greenes, Mary K. Goldstein
Development of a Taxonomy of Setting-Specific Factors for Adaptation of Clinical Decision Support Rules. AMIA (2012)
Joshua Goldner, Samson W. Tu, Mary K. Goldstein, Susana B. Martins, Pamela Kum, Csongor Nyulas, Mark A. Musen
Application of Preference-Oriented Decision Making to Multimorbidity for Computerized Decision Support: Decision Analysis and Analytic Hierarchy. AMIA (2012)
Mary K. Goldstein, Donna M. Zulman, Mark A. Musen, Roberto A. Rocha
Opportunities to Support Complex Medical Decisions Through Informatics. AMIA (2012)
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, Eitan Lunenfeld
A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines. J. Biomed. Informatics 41 (6) (2008)
Susana B. Martins, Yuval Shahar, Dina Goren-Bar, Maya Galperin, Herbert Kaizer, Lawrence V. Basso, Deborah McNaughton, Mary K. Goldstein
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data. Artif. Intell. Medicine 43 (1) (2008)
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, Eitan Lunenfeld
Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology. K4HelP (2008)
Ohad Young, Yuval Shahar, Yair Liel, Eitan Lunenfeld, Guy Bar, Erez Shalom, Susana B. Martins, Laszlo T. Vaszar, Tal Marom, Mary K. Goldstein
Runtime application of Hybrid-Asbru clinical guidelines. J. Biomed. Informatics 40 (5) (2007)
Susana B. Martins, Steve Lai, Samson W. Tu, Ravi D. Shankar, S. N. Hastings, Brian B. Hoffman, Naja DiPilla, Mary K. Goldstein
Offline Testing of the ATHENA Hypertension Decision Support System Knowledge Base to Improve the Accuracy of Recommendations. AMIA (2006)
Amar K. Das, Bilal A. Ahmed, Yael Garten, Jeremy I. Robin, Mary K. Goldstein
Knowledge-Based Method for Building Patient Decision-Analytic Tools. AMIA (2006)
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
Identifying Barriers to Hypertension Guideline Adherence Using Clinician Feedback at the Point of Care. AMIA (2006)
Christopher D. Johnson, Roni F. Zeiger, Amar K. Das, Mary K. Goldstein
Task Analysis of Writing Hospital Admission Orders: Evidence of a Problem-Based Approach. AMIA (2006)
Samson W. Tu, Karen M. Hrabak, James R. Campbell, 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
Use of Declarative Statements in Creating and Maintaining Computer-Interpretable Knowledge Bases for Guideline-Based Care. AMIA (2006)
Tamara L. Sims, Alan M. Garber, David E. Miller, Pamela T. Mahlow, Dawn M. Bravata, Mary K. Goldstein
Multimedia Quality of Life Assessment: Advances with FLAIR. AMIA (2005)
Albert Chan, Ravi D. Shankar, Robert W. Coleman, Susana B. Martins, Brian B. Hoffman, Mary K. Goldstein
Leveraging Point-of-Care Clinician Feedback to Study Barriers to Guideline Adherence. AMIA (2005)
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, Brian B. Hoffman
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. 11 (5) (2004)
Susana B. Martins, Yuval Shahar, Maya Galperin, Herbert Kaizer, Dina Goren-Bar, Deborah McNaughton, Lawrence V. Basso, Mary K. Goldstein
Evaluation of KNAVE-II: a Tool for Intelligent Query and Exploration of Patient Data. MedInfo (2004)
Samson W. Tu, Mark A. Musen, Ravi D. Shankar, James R. Campbell, Karen M. Hrabak, James C. McClay, Stanley M. Huff, Robert C. McClure, Craig G. Parker, Roberto A. Rocha, Robert M. Abarbanel, Nick Beard, Julie Glasgow, Guy Mansfield, Prabhu Ram, Qin Ye, Eric Mays, Tony Weida, Christopher G. Chute, Kevin McDonald, David N. Mohr, Mark A. Nyman, Sidna M. Scheitel, Harold Solbrig, David A. Zill, Mary K. Goldstein
Modeling Guidelines for Integration into Clinical Workflow. MedInfo (2004)
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
Evaluating Provider Adherence in a Trial of a Guideline-Based Decision Support System for Hypertension. MedInfo (2004)
Aneel A. Advani, Neill Jones, Yuval Shahar, Mary K. Goldstein, Mark A. Musen
An Intelligent Case-Adjustment Algorithm for the Automated Design of Population-based Quality Auditing Protocols. MedInfo (2004)
Yuval Shahar, Erez Shalom, Alon Mayaffit, Ohad Young, Maya Galperin, Susana B. Martins, Mary K. Goldstein
A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library. AMIA (2003)
Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein
Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture. AMIA (2003)
Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein
A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions. AMIA (2003)
C. H. Cheng, Mary K. Goldstein, Eran Geller, Raymond E. Levitt
The effects of CPOE on ICU workflow: an observational study. AMIA (2003)
Aneel A. Advani, Mary K. Goldstein, Yuval Shahar, Mark A. Musen
Developing Quality Indicators and Auditing Protocols from Formal Guideline Models: Knowledge Representation and Transformations. AMIA (2003)
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
Patient Safety in Guideline-Based Decision Support for Hypertension Management: ATHENA DSS. J. Am. Medical Informatics Assoc. 9 (Supplement) (2002)
Aneel A. Advani, Mary K. Goldstein, Mark A. Musen
A framework for evidence-adaptive quality assessment that unifies guideline-based and performance-indicator approaches. AMIA (2002)
Mary K. Goldstein, David E. Miller, Sheryl M. Davies, Alan M. Garber
Quality of life assessment software for computer-inexperienced older adults: multimedia utility elicitation for activities of daily living. AMIA (2002)
Ravi D. Shankar, Samson W. Tu, Susana B. Martins, Lawrence M. Fagan, Mary K. Goldstein, Mark A. Musen
Integration of textual guideline documents with formal guideline knowledge bases. AMIA (2001)
Martin J. O'Connor, Ravi D. Shankar, Samson W. Tu, Aneel A. Advani, Mary K. Goldstein, Robert W. Coleman, Mark A. Musen
A Client-Server Framework for Deploying a Decision-support System in a Resource-constrained Environment. AMIA (2001)
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
Patient safety in guideline-based decision support for hypertension management: ATHENA DSS. AMIA (2001)
Ravi D. Shankar, Susana B. Martins, Samson W. Tu, Mary K. Goldstein, Mark A. Musen
Building an Explanation Function for a Hypertension Decision-Support System. MedInfo (2001)
Mary K. Goldstein, Brian B. Hoffman, Robert W. Coleman, Mark A. Musen, Samson W. Tu, Aneel A. Advani, Ravi D. Shankar, Martin J. O'Connor
Implementing clinical practice guidelines while taking account of changing evidence: ATHENA DSS, an easily modifiable decision-support system for managing hypertension in primary care. AMIA (2000)
Ravi D. Shankar, Samson W. Tu, Mary K. Goldstein, Mark A. Musen
Explanations for a Hypertension Decision Support System. AMIA (2000)
Brian F. Gage, G. A. Banet, Mary K. Goldstein, Walton Sumner
Development and implementation of a decision support system for carotid artery stenosis: the Carotid Ultrasound Report Enhancement (CURE). AMIA (2000)
Aneel A. Advani, Samson W. Tu, Martin J. O'Connor, Robert W. Coleman, Mary K. Goldstein, Mark A. Musen
Integrating a modern knowledge-based system architecture with a legacy VA database: the ATHENA and EON projects at Stanford. AMIA (1999)