Mary K. Goldstein

69 papers Misc 44Journal 13Unranked 12

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Multi-Phase Analysis of Blood Culture Stewardship: Machine Learning Prediction, Expert Recommendation Assessment, and LLM Automation. CoRR Fatemeh Amrollahi, Nicholas Marshall, Fateme Nateghi Haredasht, Kameron C. Black, Aydin Zahedivash, Manoj Maddali, Stephen P. Ma, Amy Chang, Stanley Deresinski, Mary K. Goldstein, Steven M. Asch, Niaz Banaei, Jonathan H. Chen
2025	J	`jnl`	Antibiotic Resistance Microbiology Dataset (ARMD): A De-identified Resource for Studying Antimicrobial Resistance Using Electronic Health Records. CoRR Fateme Nateghi Haredasht, Fatemeh Amrollahi, Manoj Maddali, Nicholas Marshall, Stephen P. Ma, Lauren N. Cooper, Richard J. Medford, Sanjat Kanjilal, Niaz Banaei, Stanley Deresinski, Mary K. Goldstein, Steven M. Asch, Amy Chang, Jonathan H. Chen
2022	Misc	`conf`	Structural Patterns in Chronic Disease Clinical Practice Guidelines Formalized for Clinical Decision Support. AMIA Samson W. Tu, Tanya Podchiyska, Connie Oshiro, Susana B. Martins, Michael Ashcraft, Justin G. Chambers, Amy Robinson, Paul Heidenreich, Mary K. Goldstein
2021	Misc	`conf`	A Generalizable and Scalable Distributed Processing Architecture for Guideline-Based Clinical Decision Support. AMIA Justin G. Chambers, Tanya Podchiyska, Samson Tu, Amy Robinson, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein
2021	Misc	`conf`	Designing a Clinical Decision Support Framework from Primary Care Quality Performance Metric Dashboard to Individualized Patient Recommendation. AMIA Amy Robinson, Tanya Podchiyska, Samson Tu, Justin G. Chambers, Omar A. Usman, Vishal Duggal, Anju Sahay, Susana B. Martins, Michael Ashcraft, Mary K. Goldstein
2021	Misc	`conf`	Randomized user testing of recommender system clinical decision support. AMIA Andre Kumar, Rachael C. Aikens, Jason Horn, Lisa Shieh, Mark A. Musen, Michael T. M. Baiocchi, Russ B. Altman, Mary K. Goldstein, Steven M. Asch, Jonathan H. Chen
2020	J	`jnl`	OrderRex clinical user testing: a randomized trial of recommender system decision support on simulated cases. J. Am. Medical Informatics Assoc. 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
2019	Misc	`conf`	Clinical Decision Support Flow Diagram for Management of Chronic Kidney Disease by Primary Care Physicians. AMIA Vishal Duggal, Mary K. Goldstein
2018	J	`jnl`	An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes. J. Biomed. Informatics Jason K. Wang, Jason Hom, Santhosh Balasubramanian, Alejandro Schuler, Nigam H. Shah, Mary K. Goldstein, Michael T. M. Baiocchi, Jonathan H. Chen
2018	Misc	`conf`	Selecting Test Cases from the Electronic Health Record for Software Testing of Knowledge-Based Clinical Decision Support Systems. AMIA Omar A. Usman, Connie Oshiro, Justin G. Chambers, Samson W. Tu, Susana B. Martins, Amy Robinson, Mary K. Goldstein
2017	—	`conf`	Decaying Relevance of Clinical Data when Predicting Future Decisions. CRI Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman, Jonathan H. Chen
2017	J	`jnl`	Decaying relevance of clinical data towards future decisions in data-driven inpatient clinical order sets. Int. J. Medical Informatics Jonathan H. Chen, Muthuraman Alagappan, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2017	J	`jnl`	Extraction of left ventricular ejection fraction information from various types of clinical reports. J. Biomed. Informatics Youngjun Kim, Jennifer H. Garvin, Mary K. Goldstein, Tammy S. Hwang, Andrew Redd, Daniel Bolton, Paul Heidenreich, Stéphane M. Meystre
2017	—	`conf`	High-Risk Drug-Drug Interactions Between Clinical Practice Guidelines for Management of Chronic Conditions. CRI Geoffrey J. Tso, Samson W. Tu, Mark A. Musen, Mary K. Goldstein
2017	J	`jnl`	Predicting inpatient clinical order patterns with probabilistic topic models vs conventional order sets. J. Am. Medical Informatics Assoc. Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2017	—	`conf`	The New HIT: Human Health Information Technology. MedInfo Tiffany I. Leung, Mary K. Goldstein, Mark A. Musen, Ruth Cronkite, Jonathan H. Chen, Assaf Gottlieb, Eran Leitersdorf
2016	—	`conf`	Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making. CRI Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Lester W. Mackey, Russ B. Altman
2016	Misc	`conf`	Automating Guidelines for Clinical Decision Support: Knowledge Engineering and Implementation. AMIA 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
2016	Misc	`conf`	Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. AMIA Samson W. Tu, Susana B. Martins, Connie Oshiro, Kaeli Yuen, Dan Y. Wang, Amy Robinson, Michael Ashcraft, Paul Heidenreich, Mary K. Goldstein
2016	Misc	`conf`	Dynamically Evolving Clinical Practices and Implications for Predicting Medical Decisions. PSB Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2016	—	`conf`	Test Case Selection in Pre-Deployment Testing of Complex Clinical Decision Support Systems. CRI Geoffrey J. Tso, Kaeli Yuen, Susana B. Martins, Samson W. Tu, Michael Ashcraft, Paul Heidenreich, Brian B. Hoffman, Mary K. Goldstein
2016	Misc	`conf`	Usability of an Automated Recommender System for Clinical Order Entry. AMIA Jonathan H. Chen, Mary K. Goldstein, Steven M. Asch, Russ B. Altman
2015	Misc	`conf`	Automating Guidelines for Clinical Decision Support (CDS): A Categorization of Knowledge Engineering and Implementation Decisions. AMIA Mary K. Goldstein, Samson W. Tu, Connie Oshiro, Susana B. Martins, Dan Y. Wang, Amy Furman, Michael Ashcraft, Jonathan Mendoza, Paul Heidenreich
2015	—	`conf`	Classification of Contextual Use of Left Ventricular Ejection Fraction Assessments. MedInfo Youngjun Kim, Jennifer H. Garvin, Mary K. Goldstein, Stéphane M. Meystre
2015	Misc	`conf`	Integrating an Externally Developed Clinical Decision Support (CDS) System with an Existing Electronic Health Record (EHR) System at VA. AMIA Samson W. Tu, Kaeli Yuen, Connie Oshiro, Susana B. Martins, Ignacio Valdes, George O. Welch, Paul Heidenreich, Mary K. Goldstein
2015	Misc	`conf`	Using a Clinical Knowledge Base to Assess Comorbidity Interrelatedness Among Patients with Multiple Chronic Conditions. AMIA Donna M. Zulman, Susana B. Martins, Yan Liu, Samson W. Tu, Brian B. Hoffman, Steven M. Asch, Mary K. Goldstein
2014	Misc	`conf`	Automating Identification of Multiple Chronic Conditions in Clinical Practice Guidelines. AMIA Tiffany I. Leung, Hawre Jalal, Donna M. Zulman, Douglas K. Owens, Mark A. Musen, Michel Dumontier, Mary K. Goldstein
2014	Misc	`conf`	Automating Performance Measures and Clinical Practice Guidelines: Differences and Complementarities. AMIA 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
2014	Misc	`conf`	Encoding Performance Measures For Automated Quality Assessment. AMIA Tammy S. Hwang, Susana B. Martins, Samson W. Tu, Dan Y. Wang, Paul Heidenreich, Mary K. Goldstein
2014	Misc	`conf`	Methods for Early Stakeholder Engagement for Implementation of Health Information Technology. AMIA Megha Kalsy, Natalie Kelly, Jennifer H. Garvin, Mary K. Goldstein
2013	Misc	`conf`	Creating a MRSA Ontology to Support Categorization of MRSA Infections. AMIA Susana B. Martins, Samson W. Tu, Richard Martinello, Michael Rubin, Philip Foulis, Stephen Luther, Tyler Forbush, Matthew Scotch, Brad Doebbelling, Mary K. Goldstein
2013	Misc	`conf`	Innovation and Synergy of HIT Approaches Addressing Complex Care within the VA. AMIA Denise M. Hynes, Alexander S. Young, Michael Ohl, Thomas K. Houston, Mary K. Goldstein
2012	Misc	`conf`	Application of Preference-Oriented Decision Making to Multimorbidity for Computerized Decision Support: Decision Analysis and Analytic Hierarchy. AMIA Joshua Goldner, Samson W. Tu, Mary K. Goldstein, Susana B. Martins, Pamela Kum, Csongor Nyulas, Mark A. Musen
2012	J	`jnl`	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. 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
2012	Misc	`conf`	Development of a Taxonomy of Setting-Specific Factors for Adaptation of Clinical Decision Support Rules. AMIA David Yauch, Pamela Kum, Samson W. Tu, Peter J. Haug, Nathan C. Hulse, Emory Fry, Robert A. Greenes, Mary K. Goldstein
2012	Misc	`conf`	Opportunities to Support Complex Medical Decisions Through Informatics. AMIA Mary K. Goldstein, Donna M. Zulman, Mark A. Musen, Roberto A. Rocha
2012	Misc	`conf`	The Implementer's Workbench: Incorporating Site-Specific Factors into Clinical Decision Support Rules Using an ArdenML Framework. AMIA Peter J. Haug, Nathan C. Hulse, David Yauch, Emory Fry, Samson W. Tu, Mary K. Goldstein, Pamela Kum, Robert A. Greenes
2008	J	`jnl`	A quantitative assessment of a methodology for collaborative specification and evaluation of clinical guidelines. J. Biomed. Informatics 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
2008	—	`conf`	Can Physicians Structure Clinical Guidelines? Experiments with a Mark-Up-Process Methodology. K4HelP 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
2008	J	`jnl`	Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data. Artif. Intell. Medicine Susana B. Martins, Yuval Shahar, Dina Goren-Bar, Maya Galperin, Herbert Kaizer, Lawrence V. Basso, Deborah McNaughton, Mary K. Goldstein
2007	J	`jnl`	Runtime application of Hybrid-Asbru clinical guidelines. J. Biomed. Informatics Ohad Young, Yuval Shahar, Yair Liel, Eitan Lunenfeld, Guy Bar, Erez Shalom, Susana B. Martins, Laszlo T. Vaszar, Tal Marom, Mary K. Goldstein
2006	Misc	`conf`	Identifying Barriers to Hypertension Guideline Adherence Using Clinician Feedback at the Point of Care. AMIA 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
2006	Misc	`conf`	Knowledge-Based Method for Building Patient Decision-Analytic Tools. AMIA Amar K. Das, Bilal A. Ahmed, Yael Garten, Jeremy I. Robin, Mary K. Goldstein
2006	Misc	`conf`	Offline Testing of the ATHENA Hypertension Decision Support System Knowledge Base to Improve the Accuracy of Recommendations. AMIA Susana B. Martins, Steve Lai, Samson W. Tu, Ravi D. Shankar, S. N. Hastings, Brian B. Hoffman, Naja DiPilla, Mary K. Goldstein
2006	Misc	`conf`	Task Analysis of Writing Hospital Admission Orders: Evidence of a Problem-Based Approach. AMIA Christopher D. Johnson, Roni F. Zeiger, Amar K. Das, Mary K. Goldstein
2006	Misc	`conf`	Use of Declarative Statements in Creating and Maintaining Computer-Interpretable Knowledge Bases for Guideline-Based Care. AMIA 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
2005	Misc	`conf`	Leveraging Point-of-Care Clinician Feedback to Study Barriers to Guideline Adherence. AMIA Albert Chan, Ravi D. Shankar, Robert W. Coleman, Susana B. Martins, Brian B. Hoffman, Mary K. Goldstein
2005	Misc	`conf`	Multimedia Quality of Life Assessment: Advances with FLAIR. AMIA Tamara L. Sims, Alan M. Garber, David E. Miller, Pamela T. Mahlow, Dawn M. Bravata, Mary K. Goldstein
2004	—	`conf`	An Intelligent Case-Adjustment Algorithm for the Automated Design of Population-based Quality Auditing Protocols. MedInfo Aneel A. Advani, Neill Jones, Yuval Shahar, Mary K. Goldstein, Mark A. Musen
2004	J	`jnl`	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. 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
2004	—	`conf`	Evaluating Provider Adherence in a Trial of a Guideline-Based Decision Support System for Hypertension. MedInfo 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
2004	—	`conf`	Evaluation of KNAVE-II: a Tool for Intelligent Query and Exploration of Patient Data. MedInfo Susana B. Martins, Yuval Shahar, Maya Galperin, Herbert Kaizer, Dina Goren-Bar, Deborah McNaughton, Lawrence V. Basso, Mary K. Goldstein
2004	—	`conf`	Modeling Guidelines for Integration into Clinical Workflow. MedInfo 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
2003	Misc	`conf`	A Distributed, Collaborative, Structuring Model for a Clinical-Guideline Digital-Library. AMIA Yuval Shahar, Erez Shalom, Alon Mayaffit, Ohad Young, Maya Galperin, Susana B. Martins, Mary K. Goldstein
2003	Misc	`conf`	A Web-Based System for Interactive Visualization and Exploration of Time-oriented Clinical Data and Their Abstractions. AMIA Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein
2003	Misc	`conf`	Developing Quality Indicators and Auditing Protocols from Formal Guideline Models: Knowledge Representation and Transformations. AMIA Aneel A. Advani, Mary K. Goldstein, Yuval Shahar, Mark A. Musen
2003	Misc	`conf`	Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture. AMIA Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein
2003	Misc	`conf`	The effects of CPOE on ICU workflow: an observational study. AMIA C. H. Cheng, Mary K. Goldstein, Eran Geller, Raymond E. Levitt
2002	Misc	`conf`	A framework for evidence-adaptive quality assessment that unifies guideline-based and performance-indicator approaches. AMIA Aneel A. Advani, Mary K. Goldstein, Mark A. Musen
2002	J	`jnl`	Patient Safety in Guideline-Based Decision Support for Hypertension Management: ATHENA DSS. J. Am. Medical Informatics Assoc. 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
2002	Misc	`conf`	Quality of life assessment software for computer-inexperienced older adults: multimedia utility elicitation for activities of daily living. AMIA Mary K. Goldstein, David E. Miller, Sheryl M. Davies, Alan M. Garber
2001	Misc	`conf`	A Client-Server Framework for Deploying a Decision-support System in a Resource-constrained Environment. AMIA Martin J. O'Connor, Ravi D. Shankar, Samson W. Tu, Aneel A. Advani, Mary K. Goldstein, Robert W. Coleman, Mark A. Musen
2001	—	`conf`	Building an Explanation Function for a Hypertension Decision-Support System. MedInfo Ravi D. Shankar, Susana B. Martins, Samson W. Tu, Mary K. Goldstein, Mark A. Musen
2001	Misc	`conf`	Integration of textual guideline documents with formal guideline knowledge bases. AMIA Ravi D. Shankar, Samson W. Tu, Susana B. Martins, Lawrence M. Fagan, Mary K. Goldstein, Mark A. Musen
2001	Misc	`conf`	Patient safety in guideline-based decision support for hypertension management: ATHENA DSS. AMIA 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
2000	Misc	`conf`	Development and implementation of a decision support system for carotid artery stenosis: the Carotid Ultrasound Report Enhancement (CURE). AMIA Brian F. Gage, G. A. Banet, Mary K. Goldstein, Walton Sumner
2000	Misc	`conf`	Explanations for a Hypertension Decision Support System. AMIA Ravi D. Shankar, Samson W. Tu, Mary K. Goldstein, Mark A. Musen
2000	Misc	`conf`	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 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
1999	Misc	`conf`	Integrating a modern knowledge-based system architecture with a legacy VA database: the ATHENA and EON projects at Stanford. AMIA Aneel A. Advani, Samson W. Tu, Martin J. O'Connor, Robert W. Coleman, Mary K. Goldstein, Mark A. Musen