Structured matching: a task-specific technique for making decisions. - Tom Bylander; Todd R. Johnson; Ashok K. Goel 001 (Knowl. Acquis., 1991)

Task-Structure Analysis for Knowledge Modeling. - B. Chandrasekaran 001; Todd R. Johnson; Jack W. Smith (Commun. ACM, 1992)

A Stratified Approach to Specifying, Designing, and Building Knowledge Systems. - Jack W. Smith; Todd R. Johnson (IEEE Expert, 1993)

Guest Editor's Introduction. - Jack W. Smith; David M. Steier; Todd R. Johnson (IEEE Expert, 1993)

One framework, two systems: flexible abductive methods in the problem-space paradigm applied to antibody identification and biopsy interpretation. - Jack W. Smith; A. Bayazitoglu; Todd R. Johnson; Kathy A. Johnson; N. K. Amra (Artif. Intell. Medicine, 1995)

Predicting the Risk of Obesity Using a Bayesian Network. - Christopher C. Bunn; Min Du; Keyi Niu; Todd R. Johnson; Walker S. Carlos Poston; John P. Foreyt (AMIA, 1999)

Comparison of Abbreviated Injury Scale (AIS) and International Classification of Diseases in Severe Trama Patients. - Noriaki Aoki; Molly C. Shek; Todd R. Johnson; Martin A. Schreiber; John B. Holcomb; Matthew J. Wall; Richard W. Cone; J. Robert Beck (AMIA, 2000)

Increasing productivity and reducing errors through usability analysis: a case study and recommendations. - Constance M. Johnson; Todd R. Johnson; Jiajie Zhang (AMIA, 2000)

Controlled Comparison of Emergency Department Charting Software with a Case Simulation Comparator Model. - Kirt Walker; Sridhar Rajappan; Todd R. Johnson (AMIA, 2000)

Cognitive Differences in Chart Reading: A Comparison of Nurses and Physicians. - Todd R. Johnson; Vimla L. Patel; James P. Turley (AMIA, 2001)

Heuristic Analysis of Emergency Department Charting Software using a Case Simulation Comparator Model. - Kirt Walker; Sridhar Rajappan; Todd R. Johnson (MedInfo, 2001)

Use of current explanations in multicausal abductive reasoning. - Todd R. Johnson; Josef Krems (Cogn. Sci., 2001)

Redesign and Prototype for the Interface of a Volumetric Infusion Pump Following the Usability Engineering Lifecycle. - Juliana J. Brixey; John Frenzel; Michael Chalambaga; Todd R. Johnson (AMIA, 2002)

Evaluating a medical error taxonomy. - Juliana J. Brixey; Todd R. Johnson; Jiajie Zhang (AMIA, 2002)

The Feasibility of Using Propositional Analysis as a Method for Understanding Differences Between Physicians and Nurses Reading EMRs. - Constance M. Johnson; Todd R. Johnson; Vimla L. Patel; James P. Turley (AMIA, 2002)

Controlled Software Evaluation Methodology: Case Simulation and Cognitive User Analysis. - Kirt Walker; Sridhar Rajappan; Todd R. Johnson (AMIA, 2002)

Redesign of Pedigree Displays through User-centered Visualization. - Lan Yang; Xiaozhou Sher Tang; Constance M. Johnson; Jiajie Zhang; Todd R. Johnson (AMIA, 2002)

Toward a cognitive taxonomy of medical errors. - Jiajie Zhang; Vimla L. Patel; Todd R. Johnson; Edward H. Shortliffe (AMIA, 2002)

Panel Discussion: Medical Error: Is the Solution Medical or Cognitive? - Jiajie Zhang; Vimla L. Patel; Todd R. Johnson (J. Am. Medical Informatics Assoc., 2002)

An Extended Hierarchical Task Analysis for Error Prediction in Medical Devices. - Phillip H. Chung; Jiajie Zhang; Todd R. Johnson; Vimla L. Patel (AMIA, 2003)

Institutional decision-making to select patient care devices: identifying venues to promote patient safety. - Alla Keselman; Vimla L. Patel; Todd R. Johnson; Jiajie Zhang (J. Biomed. Informatics, 2003)

Using usability heuristics to evaluate patient safety of medical devices. - Jiajie Zhang; Todd R. Johnson; Vimla L. Patel; Danielle L. Paige; Tate K. Kubose (J. Biomed. Informatics, 2003)

Institutional Decision-Making for Medical Device Purchasing: Evaluating Patient Safety. - Alla Keselman; Xiaozhou Sher Tang; Vimla L. Patel; Todd R. Johnson; Jiajie Zhang (MedInfo, 2004)

A symbolic model of human attentional networks. - Hongbin Wang; Jin Fan; Todd R. Johnson (Cogn. Syst. Res., 2004)

Heuristic evaluation of infusion pumps: implications for patient safety in Intensive Care Units. - Mark J. Graham; Tate K. Kubose; Desmond A. Jordan; Jiajie Zhang; Todd R. Johnson; Vimla L. Patel (Int. J. Medical Informatics, 2004)

Assessing informatics students' satisfaction with a web-based courseware system. - Todd R. Johnson; Jiajie Zhang; Zhihua Tang; Constance M. Johnson; James P. Turley (Int. J. Medical Informatics, 2004)

A cognitive taxonomy of medical errors. - Jiajie Zhang; Vimla L. Patel; Todd R. Johnson; Edward H. Shortliffe (J. Biomed. Informatics, 2004)

Interruptions in Workflow for RNs in a Level One Trauma Center. - Juliana J. Brixey; David J. Robinson; Zhihua Tang; Todd R. Johnson; Jiajie Zhang; James P. Turley (AMIA, 2005)

Persuasive Email Messages for Patient Communication. - Muhammad F. Walji; Kathy A. Johnson-Throop; Todd R. Johnson; Elmer V. Bernstam; Jiajie Zhang (AMIA, 2005)

A user-centered framework for redesigning health care interfaces. - Constance M. Johnson; Todd R. Johnson; Jiajie Zhang (J. Biomed. Informatics, 2005)

Decisions about critical events in device-related scenarios as a function of expertise. - Archana Laxmisan; Sameer Malhotra; Alla Keselman; Todd R. Johnson; Vimla L. Patel (J. Biomed. Informatics, 2005)

Prioritized Spatial Updating in the Intrinsic Frame of Reference. - Hongbin Wang 003; Yanlong Sun; Todd R. Johnson; Ye Yuan (Spatial Cogn. Comput., 2005)

Application of Cognitive Engineering Principles to the Redesign of a Dichotomous Identification Key for Parasitology. - Kimberly A. Smith-Akin; Sharon McLane; Thomas M. Craig; Todd R. Johnson (AMIA, 2006)

A Time-Motion Study of Registered Nurses' Workflow in Intensive Care Unit Remote Monitoring. - Zhihua Tang; Janine Mazabob; Liza M. Weavind; Eric J. Thomas; Todd R. Johnson (AMIA, 2006)

A hybrid system of abductive tactical decision making. - Hongbin Wang; Todd R. Johnson; Jiajie Zhang (Int. J. Hybrid Intell. Syst., 2006)

The order effect in human abductive reasoning: an empirical and computational study. - Hongbin Wang; Todd R. Johnson; Jiajie Zhang (J. Exp. Theor. Artif. Intell., 2006)

Towards a hybrid method to categorize interruptions and activities in healthcare. - Juliana J. Brixey; David J. Robinson; Craig W. Johnson; Todd R. Johnson; James P. Turley; Vimla L. Patel; Jiajie Zhang (Int. J. Medical Informatics, 2007)

Interruptions in a level one trauma center: A case study. - Juliana J. Brixey; Zhihua Tang; David J. Robinson; Craig W. Johnson; Todd R. Johnson; James P. Turley; Vimla L. Patel; Jiajie Zhang (Int. J. Medical Informatics, 2008)

Data visualization of teen birth rate data using freely available rapid prototyping tools. - Risa B. Myers; James W. Lomax III; Frank J. Manion; Nancy M. Wood; Todd R. Johnson (IHI, 2010)

What is biomedical informatics? - Elmer V. Bernstam; Jack W. Smith; Todd R. Johnson (J. Biomed. Informatics, 2010)

Opportunistic decision making and complexity in emergency care. - Amy Franklin; Ying Liu; Zhe Li 053; Vickie Nguyen; Todd R. Johnson; David J. Robinson; Nnaemeka Okafor; Brent King; Vimla L. Patel; Jiajie Zhang (J. Biomed. Informatics, 2011)

Improving Scalability and Performance of i2b2 Query Processing Using Common Table Expressions. - Darren W. Henderson; Daniel R. Harris; Ramakanth Kavuluru; Todd R. Johnson (AMIA, 2012)

Focus on information retrieval: Predicting biomedical document access as a function of past use. - J. Caleb Goodwin; Todd R. Johnson; Trevor Cohen; Jorge R. Herskovic; Elmer V. Bernstam (J. Am. Medical Informatics Assoc., 2012)

AMIA Board white paper: definition of biomedical informatics and specification of core competencies for graduate education in the discipline. - Casimir A. Kulikowski; Edward H. Shortliffe; Leanne M. Currie; Peter L. Elkin; Lawrence E. Hunter; Todd R. Johnson; Ira J. Kalet; Leslie A. Lenert; Mark A. Musen; Judy G. Ozbolt; Jack W. Smith; Peter Tarczy-Hornoch; et al. (J. Am. Medical Informatics Assoc., 2012)

Cross-terminology mapping challenges: A demonstration using medication terminological systems. - Himali Saitwal; David Qing; Stephen Jones; Elmer V. Bernstam; Christopher G. Chute; Todd R. Johnson (J. Biomed. Informatics, 2012)

Erratum to "Cross-terminology mapping challenges: A demonstration using medication terminological systems" [J. Biomed. Inform. (2012) 613-625]. - Himali Saitwal; David Qing; Stephen Jones; Elmer V. Bernstam; Christopher G. Chute; Todd R. Johnson (J. Biomed. Informatics, 2012)

A Systematic Yet Flexible Systems Analysis Framework. - Eliz Markowitz; Todd R. Johnson; Elmer V. Bernstam; Jorge R. Herskovic; Harold Thimbleby (AMIA, 2013)

Twinlist: Novel User Interface Designs for Medication Reconciliation. - Catherine Plaisant; Tiffany Chao; Johnny Wu; Aaron Z. Hettinger; Jorge R. Herskovic; Todd R. Johnson; Elmer V. Bernstam; Eliz Markowitz; Seth Powsner; Ben Shneiderman (AMIA, 2013)

Using Early Quizzes to Predict Student Outcomes in Online Introductory Biomedical Informatics Courses. - Irmgard Willcockson; Jorge R. Herskovic; Melanie A. Sutton; Robert E. Hoyt; Craig W. Johnson; Todd R. Johnson; Elmer V. Bernstam (AMIA, 2013)

Phrase Based Topic Modeling for Semantic Information Processing in Biomedicine. - Zhiguo Yu; Todd R. Johnson; Ramakanth Kavuluru (ICMLA (1), 2013)

SYFSA: A framework for Systematic Yet Flexible Systems Analysis. - Todd R. Johnson; Eliz Markowitz; Elmer V. Bernstam; Jorge R. Herskovic; Harold Thimbleby (J. Biomed. Informatics, 2013)

PinTopics: A Tool for Visualizing Topic Models Using Multiple Redundantly Coded Word Clouds. - Zhiguo Yu; Todd R. Johnson (AMIA, 2014)

Using Common Table Expressions to Build a Scalable Boolean Query Generator for Clinical Data Warehouses. - Daniel R. Harris; Darren W. Henderson; Ramakanth Kavuluru; Arnold J. Stromberg; Todd R. Johnson (IEEE J. Biomed. Health Informatics, 2014)

Dashboard Visualizations of Emergency Department Throughput Metrics. - Swaroop Gantela; Todd R. Johnson; Nnaemeka Okafor; David J. Robinson; Amit M. Mehta; Charles L. Maddow; Brent King; Tina Chacko; Salsawit Shifarraw; Vickie Nguyen; Adriana Stanley; Amy Franklin (AMIA, 2015)

Improving Retrieval of PubMed Articles Using the TopicalMeSH Representation. - Zhiguo Yu; Elmer V. Bernstam; Trevor Cohen; Byron C. Wallace; Todd R. Johnson (AMIA, 2015)

Healthcare Data Analytics Challenge. - Zhiguo Yu; Byron C. Wallace; Todd R. Johnson (ICHI, 2015)

Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures. - Zhiguo Yu; Trevor Cohen; Byron C. Wallace; Elmer V. Bernstam; Todd R. Johnson (Louhi@EMNLP, 2016)

Comparison of Emergency Department Throughput Visualizations. - Swaroop Gantela; Todd R. Johnson; Nnaemeka G. Okafor; David J. Robinson; Brent King; Amit M. Mehta; Nathan R. Hoot; Charles L. Maddow; Vickie Nguyen; Adriana Rubio; Amy Franklin (AMIA, 2016)

A Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System. - Jeffrey S. Grethe; Ibrahim Burak Özyurt; Hua Xu 001; Xiaoling Chen; Ruiling Liu; Ergin Soysal; Anupama E. Gururaj; Hyeon-Eui Kim; Trevor Cohen; Todd R. Johnson; Mandana Salimi; Saeid Pournejati; et al. (AMIA, 2016)

Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery. - Hua Xu 001; Jeffrey S. Grethe; Xiaoling Chen; Ruiling Liu; Ergin Soysal; Anupama E. Gururaj; Yueling Li; Ibrahim Burak Özyurt; Hyeon-Eui Kim; Trevor Cohen; Todd R. Johnson; Mandana Salimi; et al. (AMIA, 2016)

Using Topic Models to Analyze Concepts for New MeSH Terms. - Zhiguo Yu; Todd R. Johnson (AMIA, 2016)

Improving the utility of MeSH® terms using the TopicalMeSH representation. - Zhiguo Yu; Elmer V. Bernstam; Trevor Cohen; Byron C. Wallace; Todd R. Johnson (J. Biomed. Informatics, 2016)

Meeting User Needs for a Data Discovery Index of Biomedical Big Data. - Ram Dixit; Deevakar Rogith; Vidya Narayana; Mandana Salimi; Anupama E. Gururaj; Lucila Ohno-Machado; Hua Xu 001; Todd R. Johnson (AMIA, 2017)

Rapid and Reusable Text Visualization and Exploration Development with DELVE. - Daniel R. Harris; Ramakanth Kavuluru; Jerzy W. Jaromczyk; Todd R. Johnson (CRI, 2017)

"Hybrid Topics" - Facilitating the Interpretation of Topics Through the Addition of MeSH Descriptors to Bags of Words. - Zhiguo Yu; Thang Nguyen 004; Ferdinand Dhombres; Todd R. Johnson; Olivier Bodenreider (MedInfo, 2017)

Retrofitting Concept Vector Representations of Medical Concepts to Improve Estimates of Semantic Similarity and Relatedness. - Zhiguo Yu; Byron C. Wallace; Todd R. Johnson; Trevor Cohen (MedInfo, 2017)

Dashboard visualizations: Supporting real-time throughput decision-making. - Amy Franklin; Swaroop Gantela; Salsawit Shifarraw; Todd R. Johnson; David J. Robinson; Brent King; Amit M. Mehta; Charles L. Maddow; Nathan R. Hoot; Vickie Nguyen; Adriana Rubio; Jiajie Zhang; et al. (J. Biomed. Informatics, 2017)

A Review of Interventions for Loss of Situation Awareness in Healthcare. - Roni Matin; Robert E. Murphy; Amy Franklin; Todd R. Johnson (AMIA, 2018)

User needs analysis and usability assessment of DataMed - a biomedical data discovery index. - Ram Dixit; Deevakar Rogith; Vidya Narayana; Mandana Salimi; Anupama E. Gururaj; Lucila Ohno-Machado; Hua Xu 001; Todd R. Johnson (J. Am. Medical Informatics Assoc., 2018)

AMIA Board White Paper: AMIA 2017 core competencies for applied health informatics education at the master's degree level. - Annette L. Valenta; Eta S. Berner; Suzanne Austin Boren; Gloria J. Deckard; Christina Eldredge; Douglas B. Fridsma; Cynthia S. Gadd; Yang Gong; Todd R. Johnson; Josette Jones; E. LaVerne Manos; Kirk T. Phillips; et al. (J. Am. Medical Informatics Assoc., 2018)

Caries Risk Documentation And Prevention: eMeasures For Dental Electronic Health Records. - Suhasini Bangar; Ana Neumann; Joel M. White; Alfa-Ibrahim Yansane; Todd R. Johnson; Gregory W. Olson; Shwetha V. Kumar; Krishna Kookal Kumar; Aram Kim; Enihomo Obadan-Udoh; Elizabeth Mertz; Kristen Simmons; et al. (Appl. Clin. Inform., 2022)

Why is biomedical informatics hard? A fundamental framework. - Todd R. Johnson; Elmer V. Bernstam (J. Biomed. Informatics, 2023)

Designing audit and feedback dashboards for dentists to monitor their opioid prescribing. - Sayali Tungare; Swaroop Gantela; Krishna Kookal Kumar; Alfa-Ibrahim Yansane; Emily Sedlock; Arthur Jeske; Todd R. Johnson; Muhammad F. Walji (Int. J. Medical Informatics, 2023)

Mapping the delineation of practice to the AMIA foundational domains for applied health informatics. - Todd R. Johnson; Eta S. Berner; Sue S. Feldman; Josette Jones; Annette L. Valenta; Damian Borbolla; Gloria J. Deckard; Eva LaVerne Manos (J. Am. Medical Informatics Assoc., 2023)