Allison B. McCoy

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 59

Top Topics

Clinical Decision Support

Biomedical Informatics

Natural Language

Top Venues

J. Am. Medical Informatics Assoc.

Appl. Clin. Inform.

Int. J. Medical Informatics

Publications

Siru Liu, Allison B. McCoy, Aileen P. Wright, Babatunde Carew, Julian Z. Genkins, Sean S. Huang, Josh F. Peterson, Bryan D. Steitz, Adam Wright
Leveraging large language models for generating responses to patient messages - a subjective analysis. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Siru Liu, Allison B. McCoy, Aileen P. Wright, Scott D. Nelson, Sean S. Huang, Hasan B. Ahmad, Sabrina E. Carro, Jacob Franklin, James Brogan, Adam Wright
Why do users override alerts? Utilizing large language model to summarize comments and optimize clinical decision support. J. Am. Medical Informatics Assoc. 31 (6) (2024)
Siru Liu, Allison B. McCoy, Josh F. Peterson, Thomas A Lasko, Dean F. Sittig, Scott D. Nelson, Jennifer Andrews, Lorraine Patterson, Cheryl M. Cobb, David Mulherin, Colleen T. Morton, Adam Wright
Leveraging explainable artificial intelligence to optimize clinical decision support. J. Am. Medical Informatics Assoc. 31 (4) (2024)
Siru Liu, Aileen P. Wright, Allison B. McCoy, Sean S. Huang, Julian Z. Genkins, Josh F. Peterson, Yaa A. Kumah-Crystal, William Martinez, Babatunde Carew, Dara Mize, Bryan D. Steitz, Adam Wright
Using large language model to guide patients to create efficient and comprehensive clinical care message. J. Am. Medical Informatics Assoc. 31 (8) (2024)
Siru Liu, Allison B. McCoy, Melinda C. Aldrich, Kim L. Sandler, Thomas J. Reese, Bryan D. Steitz, Jiang Bian, Yonghui Wu, Elise M. Russo, Adam Wright
Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record. Int. J. Medical Informatics 177 (2023)
Lipika Samal, Edward Wu, Skye Aaron, John L. Kilgallon, Michael P. Gannon, Allison B. McCoy, Saul Blecker, Patricia C. Dykes, David W. Bates, Stuart R. Lipsitz, Adam Wright
Refining Clinical Phenotypes to Improve Clinical Decision Support and Reduce Alert Fatigue: A Feasibility Study. Appl. Clin. Inform. 14 (3) (2023)
Siru Liu, Aileen P. Wright, Barron L. Patterson, Jonathan P. Wanderer, Robert W. Turer, Scott D. Nelson, Allison B. McCoy, Dean F. Sittig, Adam Wright
Using AI-generated suggestions from ChatGPT to optimize clinical decision support. J. Am. Medical Informatics Assoc. 30 (7) (2023)
Allison B. McCoy, Elise M. Russo, Adam Wright
Clickbusters letter response. J. Am. Medical Informatics Assoc. 30 (10) (2023)
Kevin Guo, Allison B. McCoy, Thomas J. Reese, Adam Wright, Samuel T. Rosenbloom, Siru Liu, Elise M. Russo, Bryan D. Steitz
POINT: Pipeline for Offline Conversion and Integration of Geocodes and Neighborhood Data. Appl. Clin. Inform. 14 (5) (2023)
Brian J. Douthit, Katherine Bashaw, Kimberly Gerant, Thomas Reese, Adam Wright, Allison B. McCoy
Quality Versus Quantity: Assessing the Impact of Nursing Documentation on Preventing Hospital Acquired Pressure Injuries. AMIA (2022)
Allison B. McCoy, Elise M. Russo, Kevin B. Johnson, Bobby Addison, Neal Patel, Jonathan P. Wanderer, Dara Eckerle Mize, Jon G. Jackson, Thomas J. Reese, Sylinda Littlejohn, Lorraine Patterson, Tina French, Debbie Preston, Audra Rosenbury, Charlie Valdez, Scott D. Nelson, Chetan V. Aher, Mhd Wael Alrifai, Jennifer Andrews, Cheryl Cobb, Sara N. Horst, David P. Johnson, Lindsey A. Knake, Adam A. Lewis, Laura Parks, Sharidan K. Parr, Pratik Patel, Barron L. Patterson, Christine M. Smith, Krystle D. Suszter, Robert W. Turer, Lyndy J. Wilcox, Aileen P. Wright, Adam Wright
Clinician collaboration to improve clinical decision support: the Clickbusters initiative. J. Am. Medical Informatics Assoc. 29 (6) (2022)
Siru Liu, Joseph J. Schlesinger, Allison B. McCoy, Thomas J. Reese, Bryan D. Steitz, Elise M. Russo, Brian Koh, Adam Wright
New onset delirium prediction using machine learning and long short-term memory (LSTM) in electronic health record. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Lauren Hatcher, Allison B. McCoy, Hannah Marmor, Landon Fike, Kim Sandler
Incomplete Smoking History Data Leads to Unknown Lung Cancer Screening Eligibility Status, and a Potential Solution. AMIA (2022)
Samuel R. Jean-Baptiste, Ha Pham, Allison B. McCoy, Adam Wright, Eric Shinohara
Disparities in Patient Portal Use in Radiotherapy Treated Patients in the Era of COVID-19. AMIA (2022)
James S. Powers, Shana Rhodes, Allison B. McCoy
Creation of an Operational Dashboard Facilitates Implementation of 4M's into Primary Care. AMIA (2022)
David M. Rubins, Allison B. McCoy, Sayon Dutta, Dustin S. McEvoy, Lorraine Patterson, Amy Miller, Jon G. Jackson, Gianna Zuccotti, Adam Wright
Real-Time User Feedback to Support Clinical Decision Support System Improvement. Appl. Clin. Inform. 13 (5) (2022)
Hannah Slater, Allison B. McCoy, Adam Wright
Evaluation of Breast Cancer Screening Order Completion. AMIA (2022)
Edward T. Qian, Allison B. McCoy, Jonathan D. Casey, Matthew W. Semler, Todd W. Rice, Adam Wright
Building and Monitoring an EHR Workflow Embedded Randomized Trial: The ACORN Trial for Antibiotic Choice in Acutely Ill Patients. AMIA (2022)
Elise Russo, Allison B. McCoy, Thomas J. Reese, Cheryl Cobb, Neal Patel, Peter Shave, Adam Wright
Hacking Mental Health: A Vanderbilt Clinical Informatics Center Hackathon. AMIA (2022)
Juan D. Chaparro, Jonathan M. Beus, Adam C. Dziorny, Philip Hagedorn, Sean Hernandez, Swaminathan Kandaswamy, Eric S. Kirkendall, Allison B. McCoy, Naveen Muthu, Evan W. Orenstein
Clinical Decision Support Stewardship: Best Practices and Techniques to Monitor and Improve Interruptive Alerts. Appl. Clin. Inform. 13 (3) (2022)
Mhd Wael Alrifai, Mary Eva Dye, Theresa Scott, Allison B. McCoy, Patti Runyan, Daniel J. France
A Real-time Model for Neonatal Provider Workload Measurement. AMIA (2022)
Robert A. Becker, Allison B. McCoy, Colin G. Walsh
Prospective Validation of a Suicide Attempt Risk Model in Transgender Patients. AMIA (2022)
Sarah H. Brown, Michelle Griffith, Allison B. McCoy, Sara N. Horst
The Impact of Geoeconomics and Health Literacy on Telehealth Success. AMIA (2022)
Siru Liu, Allison B. McCoy, Bryan D. Steitz, Adam Wright
Leveraging Natural Language Processing Tool to Identify Eligible Lung Cancer Screening Patients in the Electronic Health Record. AMIA (2022)
Siru Liu, Adam Wright, Joseph J. Schlesinger, Thomas J. Reese, Edward Qian, Elise M. Russo, Matthew W. Semler, Brian J. Douthit, Allison B. McCoy
A Theory-based Evaluation of a Clinical Decision Support System to Predict New Onset of Delirium. AMIA (2022)
Thomas J. Reese, Siru Liu, Bryan D. Steitz, Allison B. McCoy, Elise M. Russo, Brian Koh, Jessica S. Ancker, Adam Wright
Conceptualizing clinical decision support as complex interventions: a meta-analysis of comparative effectiveness trials. J. Am. Medical Informatics Assoc. 29 (10) (2022)
Lindsey A. Knake, Mhd Wael Alrifai, Allison B. McCoy, Jonathan P. Wanderer, Kevin B. Johnson, Christoph U. Lehmann, Adam Wright, L. Dupree Hatch III
Lessons Learned from Implementing Clinical Decision Support for Neonatal Ventilation. AMIA (2022)
Allison B. McCoy, Swaminathan Kandaswamy, Juan D. Chaparro, Sean Hernandez, Evan Orenstein
Catastrophic Disaster Stories: Tales of CDS Gone Wrong and Lessons Learned. AMIA (2022)
Allison B. McCoy, Adam Wright
Approaches to Clinical Decision Support Alert Evaluation and Optimization. AMIA (2021)
Tiffani J. Bright, Karmen S. Williams, Sripriya Rajamani, Victoria L. Tiase, Yalini Senathirajah, Courtney Hebert, Allison B. McCoy
Making the case for workforce diversity in biomedical informatics to help achieve equity-centered care: a look at the AMIA First Look Program. J. Am. Medical Informatics Assoc. 29 (1) (2021)
Allison B. McCoy, Ryan Hsi
Electronic Health Record-Based Risk Stratification for Recurrence of Kidney Stones: A Feasibility Implementation. AMIA (2021)
John D. D'Amore, Laura McCrary, Jody Denson, Chun Li, Christopher J. Vitale, Priyaranjan Tokachichu, Dean F. Sittig, Allison B. McCoy, Adam Wright
Clinical data sharing improves quality measurement and patient safety. J. Am. Medical Informatics Assoc. 28 (7) (2021)
Adam Wright, Skye Aaron, Allison B. McCoy, Robert E. El-Kareh, Daniel Fort, Steven Z. Kassakian, Christopher A. Longhurst, Sameer Malhotra, Dustin S. McEvoy, Craig B. Monsen, Richard Schreiber, Asli O. Weitkamp, DuWayne L. Willett, Dean F. Sittig
Algorithmic Detection of Boolean Logic Errors in Clinical Decision Support Statements. Appl. Clin. Inform. 12 (01) (2021)
Tiffani J. Bright, Allison B. McCoy, Dilhan Weeraratne, Kim M. Unertl
Developing an Academic-Industry Internship to Train Next-Generation Biomedical Informaticians. AMIA (2021)
Joshua C. Smith, Allison B. McCoy, John A. Morris, Asli Weitkamp
Predictive Model for Inpatient Mortality. AMIA (2021)
Adam Wright, Elise M. Russo, Arianna E. Nimocks, Jon G. Jackson, Jonathan P. Wanderer, Neal Patel, Kevin B. Johnson, Allison B. McCoy
Improving Clinical Decision Support by Empowering Users: The Clickbusters Program. AMIA (2021)
Drew Wilimitis, Robert W. Turer, Michael Ripperger, Allison B. McCoy, Sarah H. Sperry, Colin G. Walsh
Complementing Automated Risk Prediction with Face-to-face Screening Improves Suicide Risk Prediction. AMIA (2021)
Jordan Everson, Neil Askew, Allison B. McCoy
Diffusion of a Health Information Exchange Tool Across an Academic Medical Center. AMIA (2020)
Adam Wright, Hayley Rector, Andrew J. Teare, Allison B. McCoy, Tyler Barrett, David A. Edwards, David E. Marcovitz, Scott D. Nelson
Effect of a Clinical Decision Support Alert Encouraging Prescribing of Naloxone for Patients at High Risk of Opioid Overdose. AMIA (2020)
Allison B. McCoy, Karmen S. Williams, Wendy Chapman, Victoria Tiase, Sripriya Rajamani, Yalini Senathirajah, Kim M. Unertl, Theresa L. Jones, Courtney L. Hebert, Kelly Evans, Tiffani J. Bright
Introducing Undergraduate Women to Biomedical Informatics through the AMIA First Look Program. AMIA (2020)
Allison B. McCoy, Sayon Dutta, David M. Rubins, Marc Tobias, Adam Wright
Data-Driven Approaches for Improving Clinical Decision Support Across Multiple Healthcare Organizations. AMIA (2020)
Lipika Samal, Edward Wu, Skye Aaron, Pamela M. Garabedian, Allison B. McCoy, Gearoid M. McMahon, Patricia C. Dykes, Stuart R. Lipsitz, David W. Bates, Adam Wright
Clinical Decision Support for Hypertension Management in Primary Care Patients with Chronic Kidney Disease. AMIA (2020)
Joshua C. Smith, Ashley Spann, Allison B. McCoy, Jakobi A. Johnson, Donald H. Arnold, Derek J. Williams, Asli Weitkamp
Natural Language Processing and Machine Learning to Enable Clinical Decision Support for Treatment of Pediatric Pneumonia. AMIA (2020)
Allison B. McCoy, Dean F. Sittig, Jimmy Lin, Adam Wright
Identification and Ranking of Biomedical Informatics Researcher Citation Statistics through a Google Scholar Scraper. AMIA (2019)
Allison B. McCoy, Adam Wright, Dean F. Sittig
Multi-Institutional, Large-Scale, International Applied Clinical Informatics Research Through the Clinical Informatics Research Collaborative (CIRCLE). MedInfo (2019)
Adam Wright, Dustin S. McEvoy, Skye Aaron, Allison B. McCoy, Mary G. Amato, Hyun Kim, Angela Ai, James J. Cimino, Bimal R. Desai, Robert E. El-Kareh, William L. Galanter, Christopher A. Longhurst, Sameer Malhotra, Ryan Radecki, Lipika Samal, Richard Schreiber, Eric D. Shelov, Anwar Mohammad Sirajuddin, Dean F. Sittig
Structured override reasons for drug-drug interaction alerts in electronic health records. J. Am. Medical Informatics Assoc. 26 (10) (2019)
Chenchen Feng, David Le, Allison B. McCoy
Using Electronic Health Records to Identify Adverse Drug Events in Ambulatory Care: A Systematic Review. Appl. Clin. Inform. 10 (01) (2019)
Alisha Monnette, Mark Diana, Yongkang Zhang, Allison B. McCoy
A Framework of Key Domains and EHR-Based Measures of Care Coordination in an Accountable Care Organization. AMIA (2018)
Adam Wright, Joan S. Ash, Skye Aaron, Angela Ai, Thu-Trang T. Hickman, Jane Wiesen, William L. Galanter, Allison B. McCoy, Richard Schreiber, Christopher A. Longhurst, Dean F. Sittig
Best practices for preventing malfunctions in rule-based clinical decision support alerts and reminders: Results of a Delphi study. Int. J. Medical Informatics 118 (2018)
John D. D'Amore, Chun Li, Laura McCrary, Jonathan Niloff, Dean F. Sittig, Allison B. McCoy, Adam Wright
Using Clinical Data Standards to Measure Quality: A New Approach. Appl. Clin. Inform. 9 (02) (2018)
Allison B. McCoy, Yongkang Zhang, Alisha Monnette, Mark Diana
Implementing EHR-Based Measures of Care Coordination in an Accountable Care Organization. AMIA (2018)
Marie Krousel-Wood, Allison B. McCoy, Chad Ahia, Elizabeth W. Holt, Donnalee N. Trapani, Qingyang Luo, Eboni G. Price-Haywood, Eric J. Thomas, Dean F. Sittig, Richard V. Milani
Implementing electronic health records (EHRs): health care provider perceptions before and after transition from a local basic EHR to a commercial comprehensive EHR. J. Am. Medical Informatics Assoc. 25 (6) (2018)
Allison B. McCoy, Dean F. Sittig, Adam Wright, Farah Magrabi
Making Electronic Health Records Safer: Practical Strategies for Evaluation and Improvement. AMIA (2018)
Allison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Ryan P. Walsh, Adam Wright, Dean F. Sittig
Turning Off Medication Alerts to Reduce Clinical Decision Support Overrides. AMIA (2017)
Dustin McEvoy, Dean F. Sittig, Thu-Trang T. Hickman, Skye Aaron, Angela Ai, Mary G. Amato, David W. Bauer, Greg Fraser, Jeremy Harper, Angela Kennemer, Michael Krall, Christoph U. Lehmann, Sameer Malhotra, Daniel R. Murphy, Brandi O'Kelley, Lipika Samal, Richard Schreiber, Hardeep Singh, Eric J. Thomas, Carl V. Vartian, Jennifer Westmorland, Allison B. McCoy, Adam Wright
Variation in high-priority drug-drug interaction alerts across institutions and electronic health records. J. Am. Medical Informatics Assoc. 24 (2) (2017)
Yongkang Zhang, Mark Diana, Allison B. McCoy
Effects of Clinical Decision Support Implementation on Clinical Guideline Compliance. AMIA (2017)
Allison B. McCoy, Adam Wright, Hardeep Singh, Marie Krousel-Wood, Dean F. Sittig
Electronic Health Record Safety: Identifying Measures for Clinical Decision Support Quality. AMIA (2017)
Jan Marie Andersen, Adam Wright, Allison B. McCoy, Scott Weingarten, Robert E. Murphy
Who Watches the Watchers: tools and practices for monitoring and measuring CDS performance and assessing CDS effectiveness and value. AMIA (2016)
Dustin S. McEvoy, Allison B. McCoy, Thu-Trang T. Hickman, Skye Aaron, Angela Ai, Mary G. Amato, Gregory M. Fraser, Michael A. Krall, Sameer Malhotra, Daniel R. Murphy, Lipika Samal, Richard Schreiber, Eric J. Thomas, Dean F. Sittig, Adam Wright
An Analysis of the Utility of Coded Override Reasons for Drug-Drug Interaction Alerts at Eleven Sites. AMIA (2016)
Dean F. Sittig, Allison B. McCoy, Adam Wright, Jimmy Lin
Developing an Open-Source Bibliometric Ranking Website Using Google Scholar Citation Profiles for Researchers in the Field of Biomedical Informatics. MedInfo (2015)
Adam Wright, Allison B. McCoy, Thu-Trang T. Hickman, Daniel St Hilaire, Damian Borbolla, Watson A. Bowes III, William G. Dixon, David A. Dorr, Michael Krall, Sameer Malhotra, David W. Bates, Dean F. Sittig
Problem list completeness in electronic health records: A multi-site study and assessment of success factors. Int. J. Medical Informatics 84 (10) (2015)
Allison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Susan C. Guerrero, Reuben J. Applegate, Dean F. Sittig
Developing InSPECt: An Interactive Surveillance Portal for Evaluating Clinical Decision Support. AMIA (2015)
Yongkang Zhang, Marie Krousel-Wood, Richard V. Milani, Allison B. McCoy
Evaluating Efficient Clinician Utilization of Electronic Health Records. AMIA (2015)
Allison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Dean F. Sittig
Clinician Evaluation of Clinical Decision Support Alert and Response Appropriateness. AMIA (2015)
Allison B. McCoy, Adam Wright, Dean F. Sittig
Cross-vendor evaluation of key user-defined clinical decision support capabilities: a scenario-based assessment of certified electronic health records with guidelines for future development. J. Am. Medical Informatics Assoc. 22 (5) (2015)
Allison B. McCoy, Michael G. Kahn, Lemuel R. Waitman, Jason N. Doctor, Rahul Jain
Data Quality in Clinical Data Research Networks (CDRNs). AMIA (2015)
Aileen P. Wright, Adam Wright, Allison B. McCoy, Dean F. Sittig
The use of sequential pattern mining to predict next prescribed medications. J. Biomed. Informatics 53 (2015)
Allison B. McCoy, Eric J. Thomas, Marie Krousel-Wood, Dean F. Sittig
Using REDCap to Evaluate Clinical Decision Support Alert Appropriateness. AMIA (2014)
Erel Joffe, Michael J. Byrne, Phillip Reeder, Jorge R. Herskovic, Craig W. Johnson, Allison B. McCoy, Dean F. Sittig, Elmer V. Bernstam
A benchmark comparison of deterministic and probabilistic methods for defining manual review datasets in duplicate records reconciliation. J. Am. Medical Informatics Assoc. 21 (1) (2014)
Allison B. McCoy, Adam Wright, Deevakar Rogith, Safa Fathiamini, Allison J. Ottenbacher, Dean F. Sittig
Development of a clinician reputation metric to identify appropriate problem-medication pairs in a crowdsourced knowledge base. J. Biomed. Informatics 48 (2014)
Yonghui Wu, Adam Wright, Hua Xu, Allison B. McCoy, Dean F. Sittig
Development of a Unified Computable Problem-Medication Knowledge base. AMIA (2014)
Adam Wright, Allison B. McCoy, Stanislav Henkin, Abhivyakti Kale, Dean F. Sittig
Use of a support vector machine for categorizing free-text notes: assessment of accuracy across two institutions. J. Am. Medical Informatics Assoc. 20 (5) (2013)
Safa Fathiamini, Trevor Cohen, Allison B. McCoy, Dean F. Sittig
Reflective Random Indexing to Develop a Medication-Problem Knowledge Base. AMIA (2013)
Ravi V. Atreya, Joshua C. Smith, Allison B. McCoy, Bradley A. Malin, Randolph A. Miller
Reducing patient re-identification risk for laboratory results within research datasets. J. Am. Medical Informatics Assoc. 20 (1) (2013)
Erel Joffe, Michael J. Byrne, Phillip Reeder, Jorge R. Herskovic, Craig W. Johnson, Allison B. McCoy, Elmer V. Bernstam
Optimized Dual Threshold Entity Resolution For Electronic Health Record Databases - Training Set Size And Active Learning. AMIA (2013)
Elise G. Brune, Dean F. Sittig, Allison B. McCoy
Evaluation of Clinical Decision Support Alerts for Medications Contraindicated in Cancer Patients. AMIA (2013)
Dean F. Sittig, Allison B. McCoy, Adam Wright
Cross-Vendor Evaluation of Key Clinical Decision Support Capabilities: A Preliminary Assessment. AMIA (2013)
Allison B. McCoy, Dean F. Sittig, Adam Wright
Comparison of Clinical Knowledge Bases for Summarization of Electronic Health Records. MedInfo (2013)
Karthik Sethuraman, Dean F. Sittig, Allison B. McCoy
Comparative Analysis of Association Rule Mining, Crowdsourcing, and NDF-RT Knowledge Bases for Problem-Medication Pair Generation. AMIA (2013)
Allison B. McCoy, Rachna P. Khatri, Lindy J. Anderson, Rachel B. McDade, Dean F. Sittig, Eric J. Thomas
Improving Lab Order, Verification, and Follow-Up Processes at UT Physicians. AMIA (2013)
Allison B. McCoy, Adam Wright, Jacob A. McCoy, Dean F. Sittig
Use of the Crowdsourcing Methodology to Generate a Problem-Laboratory Test Knowledge Base. AMIA (2012)
Ryan Radecki, Allison B. McCoy, Anwar Mohammad Sirajuddin, Robert E. Murphy, Dean F. Sittig
Effectiveness of Bar Coded Medication Alerts for Elevated Potassium. AMIA (2012)
Jeffrey G. Klann, Adam Wright, Allison B. McCoy, Shawn N. Murphy
The Medical App Store, Research Data Repositories, and Physician Cognitive Overload: Uniting Three Large, Multisite Grants for Health Care Transformation. AMIA (2012)
Dean F. Sittig, Allison B. McCoy, Adam Wright, Amy Franklin, Trevor Cohen
Reducing Cognitive Load: Exploring Knowledge Model-driven Clinical Information Displays. AMIA (2012)
Allison B. McCoy, Lemuel R. Waitman, Julia B. Lewis, Julie A. Wright, David P. Choma, Randolph A. Miller, Josh F. Peterson
Focus on health information technology, electronic health records and their financial impact: A framework for evaluating the appropriateness of clinical decision support alerts and responses. J. Am. Medical Informatics Assoc. 19 (3) (2012)
Allison B. McCoy, Adam Wright, Archana Laxmisan, Madelene J. Ottosen, Jacob A. McCoy, David Butten, Dean F. Sittig
Development and evaluation of a crowdsourcing methodology for knowledge base construction: identifying relationships between clinical problems and medications. J. Am. Medical Informatics Assoc. 19 (5) (2012)
Allison B. McCoy, Dean F. Sittig, Adam Wright
Comparison of Association Rule Mining and Crowdsourcing for Automated Generation of a Problem-Medication Knowledge Base. HISB (2012)