Susana B. Martins

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 10

Top Topics

Clinical Practice Guidelines

Knowledge Engineering

Clinical Decision Support

Top Venues

J. Biomed. Informatics

Publications

Esther L. Meerwijk, Duncan C. McElfresh, Susana B. Martins, Suzanne R. Tamang
Evaluating accuracy and fairness of clinical decision support algorithms when health care resources are limited. J. Biomed. Informatics 156 (2024)
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
Question-Answering System Extracts Information on Injection Drug Use from Clinical Progress Notes. CoRR (2023)
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)
Susana B. Martins, Cora L. Bernard, Suzanne Tamang, Jodie Trafton
Managing Health Care Knowledge in Predictive Modeling, Clinical Decision Support and Metric Reporting - eXecutable Library Architecture (XLA). AMIA (2021)
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)
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)
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)
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)
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)
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)
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)
Martin J. O'Connor, Amanda Richards, Susana B. Martins, Mike Bingen, Samson W. Tu, Amar K. Das
SWEETInfo: a Web-Based System for Visualizing and Querying Temporal Data. RuleML America (2) (2011)
Amanda Richards, Martin J. O'Connor, Susana B. Martins, Michael Uehara-Bingen, Samson W. Tu, Amar K. Das
Web-Based Querying and Temporal Visualization of Longitudinal Clinical Data. AIME (2011)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, David B. Parrish, Amar K. Das
Representing and Reasoning with Temporal Constraints in Clinical Trials Using Semantic Technologies. BIOSTEC (Selected Papers) (2008)
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)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, Amar K. Das
An Ontological Approach to Representing and Reasoning with Temporal Constraints in Clinical Trial Protocols. HEALTHINF (1) (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)
Robert Moskovitch, Susana B. Martins, Eytan Behiri, Aviram Weiss, Yuval Shahar
Application of Information Technology: A Comparative Evaluation of Full-text, Concept-based, and Context-sensitive Search. J. Am. Medical Informatics Assoc. 14 (2) (2007)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, David B. Parrish, Amar K. Das
An Ontology-based Architecture for Integration of Clinical Trials Management Applications. AMIA (2007)
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)
Robert Moskovitch, Roee Sa'adon, Eytan Behiri, Susana B. Martins, Aviram Weiss, Yuval Shahar
Experiments with Hierarchical Concept-Based Search. MedInfo (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)
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)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, David B. Parrish, Amar K. Das
Knowledge-Based System for Managing Complex Clinical Trials. CBMS (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)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, David B. Parrish, Amar K. Das
Towards Semantic Interoperability in a Clinical Trials Management System. ISWC (2006)
Ravi D. Shankar, Susana B. Martins, Martin J. O'Connor, David B. Parrish, Amar K. Das
Epoch: an ontological framework to support clinical trials management. HIKM (2006)
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)
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)
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)
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)
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)
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)