Thomas George Kannampallil
Orcid: 0000-0003-4119-4836
According to our database1,
Thomas George Kannampallil
authored at least 88 papers
between 2005 and 2024.
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Bibliography
2024
J. Am. Medical Informatics Assoc., February, 2024
Prescribing Large Language Models for Perioperative Care: What's The Right Dose for Pre-trained Models?
CoRR, 2024
2023
Measuring the cognitive effort associated with task switching in routine EHR-based tasks.
J. Biomed. Informatics, May, 2023
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients.
J. Am. Medical Informatics Assoc., March, 2023
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach.
J. Am. Medical Informatics Assoc., February, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023
2022
J. Biomed. Informatics, 2022
Predicting physician burnout using clinical activity logs: Model performance and lessons learned.
J. Biomed. Informatics, 2022
Using electronic health record audit log data for research: insights from early efforts.
J. Am. Medical Informatics Assoc., 2022
Effect of health information technology (HIT)-based discharge transition interventions on patient readmissions and emergency room visits: a systematic review.
J. Am. Medical Informatics Assoc., 2022
An ethnographic study on the impact of a novel telemedicine-based support system in the operating room.
J. Am. Medical Informatics Assoc., 2022
Multi-Task Learning for Randomized Controlled Trials: A Case Study on Predicting Depression with Wearable Data.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022
Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Self-explaining neural network with concept-based explanations for ICU mortality prediction.
Proceedings of the BCB '22: 13th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, Northbrook, Illinois, USA, August 7, 2022
Proceedings of the AMIA 2022, 2022
Proceedings of the AMIA 2022, 2022
2021
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects.
J. Am. Medical Informatics Assoc., 2021
J. Am. Medical Informatics Assoc., 2021
Int. J. Medical Informatics, 2021
CoRR, 2021
Comparing stress prediction models using smartwatch physiological signals and participant self-reports.
Comput. Methods Programs Biomed., 2021
Appl. Clin. Inform., 2021
Appl. Clin. Inform., 2021
RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography.
Proceedings of the IoTDI '21: International Conference on Internet-of-Things Design and Implementation, 2021
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs.
Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021
2020
npj Digit. Medicine, 2020
J. Am. Medical Informatics Assoc., 2020
Probabilistic forecasting of surgical case duration using machine learning: model development and validation.
J. Am. Medical Informatics Assoc., 2020
Effect of an Alternative Newborn Naming Strategy on Wrong-Patient Errors: A Quasi-Experimental Study.
Appl. Clin. Inform., 2020
Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis.
Proceedings of the AMIA 2020, 2020
Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR.
Proceedings of the AMIA 2020, 2020
Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information Technology.
Proceedings of the AMIA 2020, 2020
Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs.
Proceedings of the AMIA 2020, 2020
2019
J. Biomed. Informatics, 2019
Impact of EHR-based rounding tools on interactive communication: A prospective observational study.
Int. J. Medical Informatics, 2019
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial.
F1000Research, 2019
2018
Effect of number of open charts on intercepted wrong-patient medication orders in an emergency department.
J. Am. Medical Informatics Assoc., 2018
Efficiency of Emergency Physicians: Insights from an Observational Study using EHR Log Files.
Appl. Clin. Inform., 2018
Emergency Physicians' Perceived Influence of EHR Use on Clinical Workflow and Performance Metrics.
Appl. Clin. Inform., 2018
Effect of Handoff Training on Resident Communication Quality: An Observational Study.
Proceedings of the 51st Hawaii International Conference on System Sciences, 2018
Proceedings of the AMIA 2018, 2018
2017
J. Biomed. Informatics, 2017
Measuring content overlap during handoff communication using distributional semantics: An exploratory study.
J. Biomed. Informatics, 2017
J. Am. Medical Informatics Assoc., 2017
Echo: A large display interactive visualization of ICU data for effective care handoffs.
Proceedings of the IEEE Workshop on Visual Analytics in Healthcare, 2017
2016
J. Biomed. Informatics, 2016
Methodological framework for evaluating clinical processes: A cognitive informatics perspective.
J. Biomed. Informatics, 2016
Characterizing the structure and content of nurse handoffs: A Sequential Conversational Analysis approach.
J. Biomed. Informatics, 2016
Communication Patterns in a Collaborative Medication Scheduling Task among Older Adults.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Analyzing Similarities in Handoff Communication Content between Residents and Nurses.
Proceedings of the AMIA 2016, 2016
Analysis of Human Interactive Behavior for Improving Health IT Usability and Minimizing Patient Safety Risks.
Proceedings of the AMIA 2016, 2016
Proceedings of the AMIA 2016, 2016
2015
Proceedings of the AMIA 2015, 2015
2014
A systematic review of the literature on the evaluation of handoff tools: implications for research and practice.
J. Am. Medical Informatics Assoc., 2014
Artif. Intell. Medicine, 2014
2013
Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology.
Artif. Intell. Medicine, 2013
Characterizing the Effects of a Cognitive Support System for Psychiatric Clinical Comprehension Venkata V.K. Dalai, MBBS, MPH, Dinesh Gottipatti, MS. Thomas Kannampallil, MS. Vineeth John, MD, MBA. Trevor Cohen, MBChB, PhD. University of Texas School of Biomedical Informatics1. New York Academy of Medicine2. University of Texas Medical School at Houston3.
Proceedings of the AMIA 2013, 2013
2012
J. Biomed. Informatics, 2012
Proceedings of the AMIA 2012, 2012
Ensuring Patient Safety in Care Transitions: An Empirical Evaluation of a Handoff Intervention Tool.
Proceedings of the AMIA 2012, 2012
2011
Making sense: Sensor-based investigation of clinician activities in complex critical care environments.
J. Biomed. Informatics, 2011
Handbook of Human Factors in Medical Device Design, Matthew B. Weinger, Michael E. Wiklund, Daryle J. Gardner-Bonneau (Eds.). CRC Press, New York, NY (2010). 844 pp., ISBN-10: 0805856277.
J. Biomed. Informatics, 2011
Cognitive Approaches to Clinical Data Management for Decision Support: Is It Old Wine in New Bottle?
Proceedings of the Information Quality in e-Health, 2011
2010
Proceedings of the 15th International Conference on Intelligent User Interfaces, 2010
Exploiting knowledge-in-the-head and knowledge-in-the-social-web: effects of domain expertise on exploratory search in individual and social search environments.
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
Proceedings of the 28th International Conference on Human Factors in Computing Systems, 2010
2009
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Conformity out of Diversity: Dynamics of Information Needs and Social Influence of Tags in Exploratory Information Search.
Proceedings of the Foundations of Augmented Cognition. Neuroergonomics and Operational Neuroscience, 2009
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Adaptive information search: age-dependent interactions between cognitive profiles and strategies.
Proceedings of the 27th International Conference on Human Factors in Computing Systems, 2009
Proceedings of the AMIA 2009, 2009
2008
Proceedings of the Intelligence and Security Informatics, 2008
Rampart: A Service and Agent-Based Architecture for Anti-Terrorism Planning and Resource Allocation.
Proceedings of the Intelligence and Security Informatics, 2008
2007
Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics.
Proceedings of the 2007 International ACM SIGGROUP Conference on Supporting Group Work, 2007
Proceedings of the Reaching New Heights. 13th Americas Conference on Information Systems, 2007
2006
Proceedings of the 24th Annual International Conference on Design of Communication, 2006
2005