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ORCIDSusana B. Martins
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2020 – today
- 2024
[j8]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: 104664 (2024)- 2023
- [j7]Maria Mahbub, Edmon Begoli, Susana B. Martins, Alina Peluso, Suzanne Tamang, Gregory D. Peterson:
cpgQA: A Benchmark Dataset for Machine Reading Comprehension Tasks on Clinical Practice Guidelines and a Case Study Using Transfer Learning. IEEE Access 11: 3691-3705 (2023) - [i1]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 abs/2305.08777 (2023) - 2022
- [c37]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 - 2021
- [c36]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 - [c35]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 - [c34]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
2010 – 2019
- 2018
- [c33]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 - 2016
- [c32]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 - [c31]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 - [c30]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 - 2015
- [c29]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 - [c28]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 - [c27]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 - 2014
- [c26]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 - [c25]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 - 2013
- [c24]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 - 2012
- [c23]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 - 2011
- [c22]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: 260-264 - [c21]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
2000 – 2009
- 2008
- [j6]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): 17-34 (2008) - [j5]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): 889-903 (2008) - [c20]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: 87-93 - [c19]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: 520-530 - [c18]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: 67-80 - 2007
- [j4]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): 164-174 (2007) - [j3]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): 507-526 (2007) - [c17]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 - [c16]Robert Moskovitch, Roee Sa'adon, Eytan Behiri, Susana B. Martins, Aviram Weiss, Yuval Shahar:
Experiments with Hierarchical Concept-Based Search. MedInfo 2007: 422-426 - 2006
- [c15]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 - [c14]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 - [c13]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 - [c12]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: 270-278 - [c11]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: 25-32 - [c10]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: 901-912 - 2005
- [c9]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 - 2004
- [j2]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): 368-376 (2004) - [c8]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: 125-129 - [c7]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: 648-652 - 2003
- [c6]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 - [c5]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 - [c4]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 - 2002
- [j1]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): 11-16 (2002) - 2001
- [c3]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 - [c2]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 - [c1]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: 538-542
Coauthor Index
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