Susana B. Martins

According to our database, Susana B. Martins authored at least 44 papers between 2001 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

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

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

2022

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

Proceedings of the AMIA 2022, 2022

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2018

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

Proceedings of the AMIA 2018, 2018

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

Proceedings of the Summit on Clinical Research Informatics, 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

Proceedings of the AMIA 2016, 2016

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

Proceedings of the AMIA 2016, 2016

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

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.

Samson W. Tu, Kaeli Yuen, Connie Oshiro, Susana B. Martins, Ignacio Valdes, George O. Welch, Paul Heidenreich, Mary K. Goldstein

Proceedings of the AMIA 2015, 2015

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

Proceedings of the AMIA 2015, 2015

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

Proceedings of the AMIA 2014, 2014

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

Proceedings of the AMIA 2014, 2014

2013

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

Proceedings of the AMIA 2013, 2013

2012

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

Proceedings of the AMIA 2012, 2012

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

Proceedings of the 5th International RuleML2011@BRF Challenge, 2011

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

Proceedings of the Artificial Intelligence in Medicine, 2011

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, Eitan Lunenfeld

J. Biomed. Informatics, 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

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, Eitan Lunenfeld

Proceedings of the Knowledge Management for Health Care Procedures, ECAI 2008 Workshop, 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

Proceedings of the Biomedical Engineering Systems and Technologies, 2008

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

Proceedings of the First International Conference on Health Informatics, 2008

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

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

Experiments with Hierarchical Concept-Based Search.

Robert Moskovitch, Roee Sa'adon, Eytan Behiri, Susana B. Martins, Aviram Weiss, Yuval Shahar

Proceedings of the MEDINFO 2007 - Proceedings of the 12th World Congress on Health (Medical) Informatics, 2007

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

Proceedings of the AMIA 2007, 2007

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

Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 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

Proceedings of the International Workshop on Healthcare Information and Knowledge Management, 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

Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 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, 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

Proceedings of the AMIA 2006, 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

Proceedings of the AMIA 2006, 2006

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

Proceedings of the AMIA 2006, 2006

2005

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

Proceedings of the AMIA 2005, 2005

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, Brian B. Hoffman

J. Am. Medical Informatics Assoc., 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

Proceedings of the MEDINFO 2004, 2004

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

Proceedings of the MEDINFO 2004, 2004

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

Proceedings of the AMIA 2003, 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

Proceedings of the AMIA 2003, 2003

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

Proceedings of the AMIA 2003, 2003

2002

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

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

Proceedings of the MEDINFO 2001, 2001

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

Proceedings of the AMIA 2001, 2001