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ORCIDTodd R. Johnson
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2020 – today
- 2023
[j36]Sayali Tungare
, Swaroop Gantela, Krishna Kookal Kumar, Alfa-Ibrahim Yansane, Emily Sedlock, Arthur Jeske, Todd R. Johnson, Muhammad F. Walji:
Designing audit and feedback dashboards for dentists to monitor their opioid prescribing. Int. J. Medical Informatics 176: 105092 (2023)- [j35]Todd R. Johnson, Eta S. Berner, Sue S. Feldman, Josette Jones, Annette L. Valenta, Damian Borbolla, Gloria J. Deckard, Eva LaVerne Manos:
Mapping the delineation of practice to the AMIA foundational domains for applied health informatics. J. Am. Medical Informatics Assoc. 30(10): 1593-1598 (2023) - [j34]Todd R. Johnson, Elmer V. Bernstam:
Why is biomedical informatics hard? A fundamental framework. J. Biomed. Informatics 140: 104327 (2023) - 2022
- [j33]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, Joanna Mullins, Ryan Brandon, Muhammad F. Walji, Elsbeth Kalenderian:
Caries Risk Documentation And Prevention: eMeasures For Dental Electronic Health Records. Appl. Clin. Inform. 13(1): 80-90 (2022)
2010 – 2019
- 2018
- [j32]Ram Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson:
User needs analysis and usability assessment of DataMed - a biomedical data discovery index. J. Am. Medical Informatics Assoc. 25(3): 337-344 (2018) - [j31]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, Nancy K. Roderer, Douglas Rosendale, Anne M. Turner, Günter Tusch, Jeffrey J. Williamson, Stephen B. Johnson:
AMIA Board White Paper: AMIA 2017 core competencies for applied health informatics education at the master's degree level. J. Am. Medical Informatics Assoc. 25(12): 1657-1668 (2018) - [c40]Roni Matin, Robert E. Murphy, Amy Franklin, Todd R. Johnson:
A Review of Interventions for Loss of Situation Awareness in Healthcare. AMIA 2018 - 2017
- [j30]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, Nnaemeka G. Okafor:
Dashboard visualizations: Supporting real-time throughput decision-making. J. Biomed. Informatics 71: 211-221 (2017) - [c39]Ram Dixit, Deevakar Rogith, Vidya Narayana, Mandana Salimi, Anupama E. Gururaj, Lucila Ohno-Machado, Hua Xu, Todd R. Johnson:
Meeting User Needs for a Data Discovery Index of Biomedical Big Data. AMIA 2017 - [c38]Daniel R. Harris, Ramakanth Kavuluru, Jerzy W. Jaromczyk, Todd R. Johnson:
Rapid and Reusable Text Visualization and Exploration Development with DELVE. CRI 2017 - [c37]Zhiguo Yu, Byron C. Wallace, Todd R. Johnson, Trevor Cohen:
Retrofitting Concept Vector Representations of Medical Concepts to Improve Estimates of Semantic Similarity and Relatedness. MedInfo 2017: 657-661 - [c36]Zhiguo Yu, Thang Nguyen, Ferdinand Dhombres, Todd R. Johnson, Olivier Bodenreider:
"Hybrid Topics" - Facilitating the Interpretation of Topics Through the Addition of MeSH Descriptors to Bags of Words. MedInfo 2017: 662-666 - [i1]Zhiguo Yu, Byron C. Wallace, Todd R. Johnson, Trevor Cohen:
Retrofitting Concept Vector Representations of Medical Concepts to Improve Estimates of Semantic Similarity and Relatedness. CoRR abs/1709.07357 (2017) - 2016
- [j29]Zhiguo Yu, Elmer V. Bernstam, Trevor Cohen, Byron C. Wallace, Todd R. Johnson:
Improving the utility of MeSH® terms using the TopicalMeSH representation. J. Biomed. Informatics 61: 77-86 (2016) - [c35]Zhiguo Yu, Trevor Cohen, Byron C. Wallace, Elmer V. Bernstam, Todd R. Johnson:
Retrofitting Word Vectors of MeSH Terms to Improve Semantic Similarity Measures. Louhi@EMNLP 2016: 43-51 - [c34]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:
Comparison of Emergency Department Throughput Visualizations. AMIA 2016 - [c33]Jeffrey S. Grethe, Ibrahim Burak Özyurt, Hua Xu, Xiaoling Chen, Ruiling Liu, Ergin Soysal, Anupama E. Gururaj, Hyeon-Eui Kim, Trevor Cohen, Todd R. Johnson, Mandana Salimi, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. González-Beltrán, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado:
A Scalable Dataset Indexing Infrastructure for the bioCADDIE Data Discovery System. AMIA 2016 - [c32]Hua Xu, 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, Saeid Pournejati, Min Jiang, Claudiu Farcas, Alejandra N. González-Beltrán, Philippe Rocca-Serra, Muhamamd F. Amith, Cui Tao, Ian Fore, Ronald Margolis, George Alter, Susanna-Assunta Sansone, Lucila Ohno-Machado:
Development of DataMed, a Data Discovery Index Prototype by bioCADDIE: Laying the Groundwork for Biomedical Data Discovery. AMIA 2016 - [c31]Zhiguo Yu, Todd R. Johnson:
Using Topic Models to Analyze Concepts for New MeSH Terms. AMIA 2016 - 2015
- [c30]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:
Dashboard Visualizations of Emergency Department Throughput Metrics. AMIA 2015 - [c29]Zhiguo Yu, Elmer V. Bernstam, Trevor Cohen, Byron C. Wallace, Todd R. Johnson:
Improving Retrieval of PubMed Articles Using the TopicalMeSH Representation. AMIA 2015 - [c28]Zhiguo Yu, Byron C. Wallace, Todd R. Johnson:
Healthcare Data Analytics Challenge. ICHI 2015: 515-516 - 2014
- [j28]Daniel R. Harris, Darren W. Henderson, Ramakanth Kavuluru, Arnold J. Stromberg, Todd R. Johnson:
Using Common Table Expressions to Build a Scalable Boolean Query Generator for Clinical Data Warehouses. IEEE J. Biomed. Health Informatics 18(5): 1607-1613 (2014) - [c27]Zhiguo Yu, Todd R. Johnson:
PinTopics: A Tool for Visualizing Topic Models Using Multiple Redundantly Coded Word Clouds. AMIA 2014 - 2013
- [j27]Todd R. Johnson, Eliz Markowitz, Elmer V. Bernstam, Jorge R. Herskovic, Harold Thimbleby:
SYFSA: A framework for Systematic Yet Flexible Systems Analysis. J. Biomed. Informatics 46(4): 665-675 (2013) - [c26]Eliz Markowitz, Todd R. Johnson, Elmer V. Bernstam, Jorge R. Herskovic, Harold Thimbleby:
A Systematic Yet Flexible Systems Analysis Framework. AMIA 2013 - [c25]Catherine Plaisant, Tiffany Chao, Johnny Wu, Aaron Z. Hettinger, Jorge R. Herskovic, Todd R. Johnson, Elmer V. Bernstam, Eliz Markowitz, Seth Powsner, Ben Shneiderman:
Twinlist: Novel User Interface Designs for Medication Reconciliation. AMIA 2013 - [c24]Irmgard Willcockson, Jorge R. Herskovic, Melanie A. Sutton, Robert E. Hoyt, Craig W. Johnson, Todd R. Johnson, Elmer V. Bernstam:
Using Early Quizzes to Predict Student Outcomes in Online Introductory Biomedical Informatics Courses. AMIA 2013 - [c23]Zhiguo Yu, Todd R. Johnson, Ramakanth Kavuluru:
Phrase Based Topic Modeling for Semantic Information Processing in Biomedicine. ICMLA (1) 2013: 440-445 - 2012
- [j26]J. Caleb Goodwin, Todd R. Johnson, Trevor Cohen, Jorge R. Herskovic, Elmer V. Bernstam:
Focus on information retrieval: Predicting biomedical document access as a function of past use. J. Am. Medical Informatics Assoc. 19(3): 473-478 (2012) - [j25]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, Jeffrey J. Williamson:
AMIA Board white paper: definition of biomedical informatics and specification of core competencies for graduate education in the discipline. J. Am. Medical Informatics Assoc. 19(6): 931-938 (2012) - [j24]Himali Saitwal, David Qing, Stephen Jones, Elmer V. Bernstam, Christopher G. Chute, Todd R. Johnson:
Cross-terminology mapping challenges: A demonstration using medication terminological systems. J. Biomed. Informatics 45(4): 613-625 (2012) - [j23]Himali Saitwal, David Qing, Stephen Jones, Elmer V. Bernstam, Christopher G. Chute, Todd R. Johnson:
Erratum to "Cross-terminology mapping challenges: A demonstration using medication terminological systems" [J. Biomed. Inform. (2012) 613-625]. J. Biomed. Informatics 45(6): 1217 (2012) - [c22]Darren W. Henderson, Daniel R. Harris, Ramakanth Kavuluru, Todd R. Johnson:
Improving Scalability and Performance of i2b2 Query Processing Using Common Table Expressions. AMIA 2012 - 2011
- [j22]Amy Franklin, Ying Liu, Zhe Li, Vickie Nguyen, Todd R. Johnson, David J. Robinson, Nnaemeka Okafor, Brent King, Vimla L. Patel, Jiajie Zhang:
Opportunistic decision making and complexity in emergency care. J. Biomed. Informatics 44(3): 469-476 (2011) - 2010
- [j21]Elmer V. Bernstam, Jack W. Smith, Todd R. Johnson:
What is biomedical informatics? J. Biomed. Informatics 43(1): 104-110 (2010) - [c21]Risa B. Myers, James W. Lomax III, Frank J. Manion, Nancy M. Wood, Todd R. Johnson:
Data visualization of teen birth rate data using freely available rapid prototyping tools. IHI 2010: 381-385
2000 – 2009
- 2008
- [j20]Juliana J. Brixey, Zhihua Tang, David J. Robinson, Craig W. Johnson, Todd R. Johnson, James P. Turley, Vimla L. Patel, Jiajie Zhang:
Interruptions in a level one trauma center: A case study. Int. J. Medical Informatics 77(4): 235-241 (2008) - 2007
- [j19]Juliana J. Brixey, David J. Robinson, Craig W. Johnson, Todd R. Johnson, James P. Turley, Vimla L. Patel, Jiajie Zhang:
Towards a hybrid method to categorize interruptions and activities in healthcare. Int. J. Medical Informatics 76(11-12): 812-820 (2007) - 2006
- [j18]Hongbin Wang, Todd R. Johnson, Jiajie Zhang:
A hybrid system of abductive tactical decision making. Int. J. Hybrid Intell. Syst. 3(1): 23-33 (2006) - [j17]Hongbin Wang, Todd R. Johnson, Jiajie Zhang:
The order effect in human abductive reasoning: an empirical and computational study. J. Exp. Theor. Artif. Intell. 18(2): 215-247 (2006) - [c20]Kimberly A. Smith-Akin, Sharon McLane, Thomas M. Craig, Todd R. Johnson:
Application of Cognitive Engineering Principles to the Redesign of a Dichotomous Identification Key for Parasitology. AMIA 2006 - [c19]Zhihua Tang, Janine Mazabob, Liza M. Weavind, Eric J. Thomas, Todd R. Johnson:
A Time-Motion Study of Registered Nurses' Workflow in Intensive Care Unit Remote Monitoring. AMIA 2006 - 2005
- [j16]Constance M. Johnson, Todd R. Johnson, Jiajie Zhang:
A user-centered framework for redesigning health care interfaces. J. Biomed. Informatics 38(1): 75-87 (2005) - [j15]Archana Laxmisan, Sameer Malhotra, Alla Keselman, Todd R. Johnson, Vimla L. Patel:
Decisions about critical events in device-related scenarios as a function of expertise. J. Biomed. Informatics 38(3): 200-212 (2005) - [j14]Hongbin Wang, Yanlong Sun, Todd R. Johnson, Ye Yuan:
Prioritized Spatial Updating in the Intrinsic Frame of Reference. Spatial Cogn. Comput. 5(1): 89-113 (2005) - [c18]Juliana J. Brixey, David J. Robinson, Zhihua Tang, Todd R. Johnson, Jiajie Zhang, James P. Turley:
Interruptions in Workflow for RNs in a Level One Trauma Center. AMIA 2005 - [c17]Muhammad F. Walji, Kathy A. Johnson-Throop, Todd R. Johnson, Elmer V. Bernstam, Jiajie Zhang:
Persuasive Email Messages for Patient Communication. AMIA 2005 - 2004
- [j13]Hongbin Wang, Jin Fan, Todd R. Johnson:
A symbolic model of human attentional networks. Cogn. Syst. Res. 5(2): 119-134 (2004) - [j12]Todd R. Johnson, Jiajie Zhang, Zhihua Tang, Constance M. Johnson, James P. Turley:
Assessing informatics students' satisfaction with a web-based courseware system. Int. J. Medical Informatics 73(2): 181-187 (2004) - [j11]Mark J. Graham, Tate K. Kubose, Desmond A. Jordan, Jiajie Zhang, Todd R. Johnson, Vimla L. Patel:
Heuristic evaluation of infusion pumps: implications for patient safety in Intensive Care Units. Int. J. Medical Informatics 73(11-12): 771-779 (2004) - [j10]Jiajie Zhang, Vimla L. Patel, Todd R. Johnson, Edward H. Shortliffe:
A cognitive taxonomy of medical errors. J. Biomed. Informatics 37(3): 193-204 (2004) - [c16]Alla Keselman, Xiaozhou Sher Tang, Vimla L. Patel, Todd R. Johnson, Jiajie Zhang:
Institutional Decision-Making for Medical Device Purchasing: Evaluating Patient Safety. MedInfo 2004: 1357-1361 - 2003
- [j9]Jiajie Zhang, Todd R. Johnson, Vimla L. Patel, Danielle L. Paige, Tate K. Kubose:
Using usability heuristics to evaluate patient safety of medical devices. J. Biomed. Informatics 36(1-2): 23-30 (2003) - [j8]Alla Keselman, Vimla L. Patel, Todd R. Johnson, Jiajie Zhang:
Institutional decision-making to select patient care devices: identifying venues to promote patient safety. J. Biomed. Informatics 36(1-2): 31-44 (2003) - [c15]Phillip H. Chung, Jiajie Zhang, Todd R. Johnson, Vimla L. Patel:
An Extended Hierarchical Task Analysis for Error Prediction in Medical Devices. AMIA 2003 - 2002
- [j7]Jiajie Zhang, Vimla L. Patel, Todd R. Johnson:
Panel Discussion: Medical Error: Is the Solution Medical or Cognitive? J. Am. Medical Informatics Assoc. 9(Supplement): 75-77 (2002) - [c14]Juliana J. Brixey, John Frenzel, Michael Chalambaga, Todd R. Johnson:
Redesign and Prototype for the Interface of a Volumetric Infusion Pump Following the Usability Engineering Lifecycle. AMIA 2002 - [c13]Juliana J. Brixey, Todd R. Johnson, Jiajie Zhang:
Evaluating a medical error taxonomy. AMIA 2002 - [c12]Constance M. Johnson, Todd R. Johnson, Vimla L. Patel, James P. Turley:
The Feasibility of Using Propositional Analysis as a Method for Understanding Differences Between Physicians and Nurses Reading EMRs. AMIA 2002 - [c11]Kirt Walker, Sridhar Rajappan, Todd R. Johnson:
Controlled Software Evaluation Methodology: Case Simulation and Cognitive User Analysis. AMIA 2002 - [c10]Lan Yang, Xiaozhou Sher Tang, Constance M. Johnson, Jiajie Zhang, Todd R. Johnson:
Redesign of Pedigree Displays through User-centered Visualization. AMIA 2002 - [c9]Jiajie Zhang, Vimla L. Patel, Todd R. Johnson, Edward H. Shortliffe:
Toward a cognitive taxonomy of medical errors. AMIA 2002 - 2001
- [j6]Todd R. Johnson, Josef Krems:
Use of current explanations in multicausal abductive reasoning. Cogn. Sci. 25(6): 903-939 (2001) - [c8]Todd R. Johnson, Vimla L. Patel, James P. Turley:
Cognitive Differences in Chart Reading: A Comparison of Nurses and Physicians. AMIA 2001 - [c7]Kirt Walker, Sridhar Rajappan, Todd R. Johnson:
Heuristic Analysis of Emergency Department Charting Software using a Case Simulation Comparator Model. MedInfo 2001: 585 - 2000
- [c6]Noriaki Aoki, Molly C. Shek, Todd R. Johnson, Martin A. Schreiber, John B. Holcomb, Matthew J. Wall, Richard W. Cone, J. Robert Beck:
Comparison of Abbreviated Injury Scale (AIS) and International Classification of Diseases in Severe Trama Patients. AMIA 2000 - [c5]Constance M. Johnson, Todd R. Johnson, Jiajie Zhang:
Increasing productivity and reducing errors through usability analysis: a case study and recommendations. AMIA 2000 - [c4]Kirt Walker, Sridhar Rajappan, Todd R. Johnson:
Controlled Comparison of Emergency Department Charting Software with a Case Simulation Comparator Model. AMIA 2000
1990 – 1999
- 1999
- [c3]Christopher C. Bunn, Min Du, Keyi Niu, Todd R. Johnson, Walker S. Carlos Poston, John P. Foreyt:
Predicting the Risk of Obesity Using a Bayesian Network. AMIA 1999 - 1995
- [j5]Jack W. Smith, A. Bayazitoglu, Todd R. Johnson, Kathy A. Johnson, N. K. Amra:
One framework, two systems: flexible abductive methods in the problem-space paradigm applied to antibody identification and biopsy interpretation. Artif. Intell. Medicine 7(3): 201-225 (1995) - 1993
- [j4]Jack W. Smith, David M. Steier, Todd R. Johnson:
Guest Editor's Introduction. IEEE Expert 8(3): 13-14 (1993) - [j3]Jack W. Smith, Todd R. Johnson:
A Stratified Approach to Specifying, Designing, and Building Knowledge Systems. IEEE Expert 8(3): 15-25 (1993) - 1992
- [j2]B. Chandrasekaran, Todd R. Johnson, Jack W. Smith:
Task-Structure Analysis for Knowledge Modeling. Commun. ACM 35(9): 124-137 (1992) - [c2]B. Chandrasekaran, Todd R. Johnson, Jack W. Smith:
Task-Structure Analysis for Knowledge Modeling. AIFIPP 1992: 3-21 - 1991
- [j1]Tom Bylander, Todd R. Johnson, Ashok K. Goel:
Structured matching: a task-specific technique for making decisions. Knowl. Acquis. 3(1): 1-20 (1991)
1980 – 1989
- 1989
- [c1]Tom Bylander, Todd R. Johnson, Ashok K. Goel:
Structured matching: a task-specific technique for making decisions. TAI 1989: 138-145
Coauthor Index
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