Thomas George Kannampallil

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 61

Top Topics

Cognitive Informatics

Electronic Health Records

Top Venues

J. Am. Medical Informatics Assoc.

J. Biomed. Informatics

Publications

Sayantan Kumar, Sean C. Yu, Andrew P. Michelson, Thomas George Kannampallil, Philip R. O. Payne
HiMAL: A Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting and explaining Alzheimer disease progression. CoRR (2024)
Bing Xue, Charles Alba, Joanna Abraham, Thomas George Kannampallil, Chenyang Lu
Prescribing Large Language Models for Perioperative Care: What's The Right Dose for Pre-trained Models? CoRR (2024)
Adam Rule, Thomas George Kannampallil, Michelle R. Hribar, Adam C. Dziorny, Robert Thombley, Nate C. Apathy, Julia Adler-Milstein
Guidance for reporting analyses of metadata on electronic health record use. J. Am. Medical Informatics Assoc. 31 (3) (2024)
Sunny S. Lou, Hanyang Liu, Derek Harford, Chenyang Lu, Thomas George Kannampallil
Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach. J. Am. Medical Informatics Assoc. 30 (3) (2023)
Benjamin C. Warner, Ziqi Xu, Simon Haroutounian, Thomas George Kannampallil, Chenyang Lu
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection. CoRR (2023)
Brian Bartek, Sunny S. Lou, Thomas George Kannampallil
Measuring the cognitive effort associated with task switching in routine EHR-based tasks. J. Biomed. Informatics 141 (2023)
Ruixuan Dai, Thomas George Kannampallil, Seunghwan Kim, Vera Thornton, Laura J. Bierut, Chenyang Lu
Detecting Mental Disorders with Wearables: A Large Cohort Study. IoTDI (2023)
Benjamin C. Warner, Thomas George Kannampallil, Seunghwan Kim
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs. CoRR (2023)
Bing Xue, Neel Shah, Hanqing Yang, Thomas George Kannampallil, Philip Richard Orrin Payne, Chenyang Lu, Ahmed Sameh Said
Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients. J. Am. Medical Informatics Assoc. 30 (4) (2023)
Joanna Abraham, Alicia Meng, Arianna Montes de Oca, Mary C. Politi, Troy Wildes, Stephen Gregory, Bernadette Henrichs, Thomas George Kannampallil, Michael S. Avidan
An ethnographic study on the impact of a novel telemedicine-based support system in the operating room. J. Am. Medical Informatics Assoc. 29 (11) (2022)
Sunny S. Lou, Seunghwan Kim, Derek Harford, Benjamin C. Warner, Philip R. O. Payne, Joanna Abraham, Thomas George Kannampallil
Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors. AMIA (2022)
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records. CoRR (2022)
Joanna Abraham, Alicia Meng, Benjamin C. Warner, Thaddeus Budelier, Thomas George Kannampallil
Role of Telemedicine in Remote Intraoperative Decision Support. AMIA (2022)
Thomas George Kannampallil, Julia Adler-Milstein
Using electronic health record audit log data for research: insights from early efforts. J. Am. Medical Informatics Assoc. 30 (1) (2022)
Hanyang Liu, Michael Montana, Dingwen Li, Chase Renfroe, Thomas George Kannampallil, Chenyang Lu
Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks. CIKM (2022)
Sayantan Kumar, Sean C. Yu, Thomas George Kannampallil, Zachary B. Abrams, Andrew P. Michelson, Philip R. O. Payne
Self-explaining neural network with concept-based explanations for ICU mortality prediction. BCB (2022)
Ruixuan Dai, Thomas George Kannampallil, Jingwen Zhang, Nan Lv, Jun Ma, Chenyang Lu
Multi-Task Learning for Randomized Controlled Trials: A Case Study on Predicting Depression with Wearable Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Joanna Abraham, Alicia Meng, Sanjna Tripathy, Spyros Kitsiou, Thomas George Kannampallil
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. 29 (4) (2022)
Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher King, Joanna Abraham, Michael Avidan, Chenyang Lu
Perioperative Predictions with Interpretable Latent Representation. KDD (2022)
Sunny S. Lou, Hanyang Liu, Benjamin C. Warner, Derek Harford, Chenyang Lu, Thomas George Kannampallil
Predicting physician burnout using clinical activity logs: Model performance and lessons learned. J. Biomed. Informatics 127 (2022)
Allan Tucker, Thomas George Kannampallil, Samah Jarad Fodeh, Mor Peleg
New JBI policy emphasizes clinically-meaningful novel machine learning methods. J. Biomed. Informatics 127 (2022)
Hanyang Liu, Sunny S. Lou, Benjamin C. Warner, Derek R. Harford, Thomas George Kannampallil, Chenyang Lu
HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records. KDD (2022)
Joanna Abraham, William L. Galanter, Daniel Touchette, Yinglin Xia, Katherine J. Holzer, Vania Leung, Thomas George Kannampallil
Risk factors associated with medication ordering errors. J. Am. Medical Informatics Assoc. 28 (1) (2021)
Katherine J. Holzer, Sunny S. Lou, Charles W. Goss, Jaime Strickland, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil
Impact of Changes in EHR Use during COVID-19 on Physician Trainee Mental Health. Appl. Clin. Inform. 12 (03) (2021)
Sunny S. Lou, Daphne Lew, Derek Harford, Chenyang Lu, Bradley A. Evanoff, Jennifer G. Duncan, Thomas George Kannampallil
A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs. AMIA (2021)
Ruixuan Dai, Chenyang Lu, Michael Avidan, Thomas George Kannampallil
RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography. IoTDI (2021)
Hanyang Liu, Michael Montana, Dingwen Li, Thomas George Kannampallil, Chenyang Lu
Predicting Intraoperative Hypoxemia with Joint Sequence Autoencoder Networks. CoRR (2021)
Ruixuan Dai, Chenyang Lu, Linda Yun, Eric Lenze, Michael Avidan, Thomas George Kannampallil
Comparing stress prediction models using smartwatch physiological signals and participant self-reports. Comput. Methods Programs Biomed. 208 (2021)
Vimla L. Patel, Courtney Denton, Hiral C. Soni, Thomas George Kannampallil, Stephen Traub, Jason S. Shapiro
Physician Workflow in Two Distinctive Emergency Departments: An Observational Study. Appl. Clin. Inform. 12 (01) (2021)
Thomas George Kannampallil, Joanna Abraham, Sunny S. Lou, Philip R. O. Payne
Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects. J. Am. Medical Informatics Assoc. 28 (5) (2021)
Bing Xue, Neel Shah, Hanqing Yang, Charles Ziegenbein, Thomas George Kannampallil, Philip R. O. Payne, Chenyang Lu, Ahmed S. Said
Multi-horizon prediction for extracorporeal support in COVID-19 patients. AMIA (2021)
Joanna Abraham, Alicia Meng, Carrie Sona, Troy Wildes, Michael Avidan, Thomas George Kannampallil
An observational study of postoperative handoff standardization failures. Int. J. Medical Informatics 151 (2021)
Thomas George Kannampallil, Randi E. Foraker, Albert M. Lai, Keith F. Woeltje, Philip R. O. Payne
When past is not a prologue: Adapting informatics practice during a pandemic. J. Am. Medical Informatics Assoc. 27 (7) (2020)
Ethan Pfeifer, Najjuwah Walden, Joanna Abraham, Thomas George Kannampallil
Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis. AMIA (2020)
Kim Nolen, Marianna Bruno, Joshua Mitchell, Thomas George Kannampallil, Casey Reed, Mohammad Ateya, Sherry Lassa-Claxton, Michelle Holtman, Ahsan Huda
Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR. AMIA (2020)
York Jiao, Anshuman Sharma, Arbi Ben Abdallah, Thomas M. Maddox, Thomas George Kannampallil
Probabilistic forecasting of surgical case duration using machine learning: model development and validation. J. Am. Medical Informatics Assoc. 27 (12) (2020)
Thomas George Kannampallil, Joshua M. Smyth, Steve Jones, Philip R. O. Payne, Jun Ma
Cognitive plausibility in voice-based AI health counselors. npj Digit. Medicine 3 (2020)
Ethan Pfeifer, Margaret Lozovatsky, Joanna Abraham, Thomas George Kannampallil
Effect of an Alternative Newborn Naming Strategy on Wrong-Patient Errors: A Quasi-Experimental Study. Appl. Clin. Inform. 11 (02) (2020)
Joanna Abraham, Alicia Meng, Thomas George Kannampallil
Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs. AMIA (2020)
Stephanie Garcia, Thomas George Kannampallil, James L. Hellewell, Viet Nguyen, Casey Thompson
Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information Technology. AMIA (2020)
Thomas George Kannampallil, Saria S. Awadalla, Steve Jones, Joanna Abraham
A graph-based approach for characterizing resident and nurse handoff conversations. J. Biomed. Informatics 94 (2019)
Christopher Ryan King, Joanna Abraham, Thomas George Kannampallil, Bradley A. Fritz, Arbi Ben Abdallah, Yixin Chen, Bernadette Henrichs, Mary C. Politi, Brian A. Torres, Angela Mickle, Thaddeus P. Budelier, Sherry McKinnon, Stephen Gregory, Sachin Kheterpal, Troy Wildes, Michael S. Avidan, TECTONICS Research Group
Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. F1000Research 8 (2019)
Joanna Abraham, Joanna Jaros, Imade Ihianle, Karl Kochendorfer, Thomas George Kannampallil
Impact of EHR-based rounding tools on interactive communication: A prospective observational study. Int. J. Medical Informatics 129 (2019)
Thomas George Kannampallil, Courtney Denton, Jason S. Shapiro, Vimla L. Patel
Efficiency of Emergency Physicians: Insights from an Observational Study using EHR Log Files. Appl. Clin. Inform. 9 (01) (2018)
Joanna Abraham, Imade Ihianle, Rishabh G. Choudhari, Alan Jarman, Thomas George Kannampallil, William L. Galanter
Clinician Perspectives on Duplicate Medication Ordering Errors. AMIA (2018)
Joanna Abraham, Thomas George Kannampallil, Charlotte Ward, Christopher Bogan, Abbas Hyderi
Effect of Handoff Training on Resident Communication Quality: An Observational Study. HICSS (2018)
Thomas George Kannampallil, John D. Manning, David W. Chestek, Jason S. Adelman, Hojjat Salmasian, Bruce L. Lambert, William L. Galanter
Effect of number of open charts on intercepted wrong-patient medication orders in an emergency department. J. Am. Medical Informatics Assoc. 25 (6) (2018)
Courtney Denton, Hiral C. Soni, Thomas George Kannampallil, Anna Serrichio, Jason S. Shapiro, Stephen Traub, Vimla L. Patel
Emergency Physicians' Perceived Influence of EHR Use on Clinical Workflow and Performance Metrics. Appl. Clin. Inform. 9 (03) (2018)
Joanna Abraham, Thomas George Kannampallil, Vignesh Srinivasan, William L. Galanter, Gail Tagney, Trevor Cohen
Measuring content overlap during handoff communication using distributional semantics: An exploratory study. J. Biomed. Informatics 65 (2017)
Thomas George Kannampallil, Joanna Abraham, Anna Solotskaya, Sneha G. Philip, Bruce L. Lambert, Gordon D. Schiff, Adam Wright, William L. Galanter
Learning from errors: analysis of medication order voiding in CPOE systems. J. Am. Medical Informatics Assoc. 24 (4) (2017)
Manu Mathew Thomas, Thomas George Kannampallil, Joanna Abraham, G. Elisabeta Marai
Echo: A large display interactive visualization of ICU data for effective care handoffs. VAHC (2017)
Thomas George Kannampallil, Vimla L. Patel
Special issue on cognitive informatics methods for interactive clinical systems. J. Biomed. Informatics 71 (2017)
Thomas George Kannampallil, Daniel G. Morrow, Wai-Tat Fu, Liza Raquel, Angela Muriset
Communication Patterns in a Collaborative Medication Scheduling Task among Older Adults. ICHI (2016)
Thomas George Kannampallil, Kai Zheng, Vimla L. Patel
Analysis of Human Interactive Behavior for Improving Health IT Usability and Minimizing Patient Safety Risks. AMIA (2016)
Vignesh Srinivasan, Thomas George Kannampallil, Trevor Cohen, Joanna Abraham
Analyzing Similarities in Handoff Communication Content between Residents and Nurses. AMIA (2016)
Thomas George Kannampallil, Joanna Abraham, Vimla L. Patel
Methodological framework for evaluating clinical processes: A cognitive informatics perspective. J. Biomed. Informatics 64 (2016)
Joanna Abraham, Thomas George Kannampallil, Corinne Brenner, Karen Dunn Lopez, Khalid F. Almoosa, Bela Patel, Vimla L. Patel
Characterizing the structure and content of nurse handoffs: A Sequential Conversational Analysis approach. J. Biomed. Informatics 59 (2016)
Thomas George Kannampallil, Vimla L. Patel
Cognitive informatics methods for interactive clinical systems. J. Biomed. Informatics 60 (2016)
Courtney Denton, Gloria Nimo, Jason S. Shapiro, Thomas George Kannampallil, Vimla L. Patel
Effects of Meaningful Use of EHRs on ED Clinical Workflow. AMIA (2016)
Vimla L. Patel, Thomas George Kannampallil
Cognitive informatics in biomedicine and healthcare. J. Biomed. Informatics 53 (2015)
Peter V. Killoran, Swaroop Gantela, Sahiti Myneni, Khalid F. Almoosa, Bela Patel, Thomas George Kannampallil, Vimla L. Patel, Trevor Cohen
Evaluating the Effects of Cognitive Support on Interpreting ICU Patient Data. AMIA (2015)
Joanna Abraham, Thomas George Kannampallil, Vimla L. Patel
A systematic review of the literature on the evaluation of handoff tools: implications for research and practice. J. Am. Medical Informatics Assoc. 21 (1) (2014)
Venkata Vijaya Kumar Dalai, Sana Khalid, Dinesh Gottipati, Thomas George Kannampallil, Vineeth John, Brett Blatter, Vimla L. Patel, Trevor Cohen
Evaluating the effects of cognitive support on psychiatric clinical comprehension. Artif. Intell. Medicine 62 (2) (2014)
Venkata Vijaya Kumar Dalai, Dinesh Gottipati, Thomas George Kannampallil, Trevor Cohen
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. AMIA (2013)
Thomas George Kannampallil, Amy Franklin, Rashmi Mishra, Khalid F. Almoosa, Trevor Cohen, Vimla L. Patel
Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology. Artif. Intell. Medicine 57 (1) (2013)
Thomas George Kannampallil, Kevin Waicekauskas, Daniel G. Morrow, Kathryn M. Kopren, Wai-Tat Fu
External tools for collaborative medication scheduling. Cogn. Technol. Work. 15 (2) (2013)
Ning Shang, Thomas George Kannampallil, Amy Franklin
Information Foraging Behavior in a Trauma Emergency Department. AMIA (2012)
Joanna Abraham, Thomas George Kannampallil, Bela Patel, Khalid F. Almoosa, Vimla L. Patel
Ensuring Patient Safety in Care Transitions: An Empirical Evaluation of a Handoff Intervention Tool. AMIA (2012)
Joanna Abraham, Thomas George Kannampallil, Vimla L. Patel
Bridging gaps in handoffs: A continuity of care based approach. J. Biomed. Informatics 45 (2) (2012)
Thomas George Kannampallil
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 44 (3) (2011)
Thomas George Kannampallil, Zhe Li, Min Zhang, Trevor Cohen, David J. Robinson, Amy Franklin, Jiajie Zhang, Vimla L. Patel
Making sense: Sensor-based investigation of clinician activities in complex critical care environments. J. Biomed. Informatics 44 (3) (2011)
Thomas George Kannampallil, Guido F. Schauer, Trevor Cohen, Vimla L. Patel
Considering complexity in healthcare systems. J. Biomed. Informatics 44 (6) (2011)
Vimla L. Patel, Thomas George Kannampallil
Cognitive Approaches to Clinical Data Management for Decision Support: Is It Old Wine in New Bottle? USAB (2011)
Ruogu Kang, Wai-Tat Fu, Thomas George Kannampallil
Exploiting knowledge-in-the-head and knowledge-in-the-social-web: effects of domain expertise on exploratory search in individual and social search environments. CHI (2010)
Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang, Jibo He
Semantic imitation in social tagging. ACM Trans. Comput. Hum. Interact. 17 (3) (2010)
Wai-Tat Fu, Thomas George Kannampallil
Cognitive models of user behavior in social information systems. CHI Extended Abstracts (2010)
Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang
Facilitating exploratory search by model-based navigational cues. IUI (2010)
Steven R. Haynes, John M. Carroll, Thomas George Kannampallil, Lu Xiao, Paula M. Bach
Design research as explanation: perceptions in the field. CHI (2009)
Joanna Abraham, Thomas George Kannampallil, Madhu C. Reddy
Peripheral Activities during EMR Use in Emergency Care: A Case Study. AMIA (2009)
Jessie Chin, Wai-Tat Fu, Thomas George Kannampallil
Adaptive information search: age-dependent interactions between cognitive profiles and strategies. CHI (2009)
Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang
A Semantic Imitation Model of Social Tag Choices. CSE (4) (2009)
Thomas George Kannampallil, Wai-Tat Fu
Trail Patterns in Social Tagging Systems: Role of Tags as Digital Pheromones. HCI (16) (2009)
Ruogu Kang, Thomas George Kannampallil, Jibo He, Wai-Tat Fu
Conformity out of Diversity: Dynamics of Information Needs and Social Influence of Tags in Exploratory Information Search. HCI (16) (2009)
Steven R. Haynes, Thomas George Kannampallil, Mark A. Cohen, Andrey Soares, Frank E. Ritter
Rampart: A Service and Agent-Based Architecture for Anti-Terrorism Planning and Resource Allocation. EuroISI (2008)
Steven R. Haynes, Jonathan M. Singel, Thomas George Kannampallil
An Information Systems Design Theory for Supporting WMD Knowledge Reachback. EuroISI (2008)
Umer Farooq, Thomas George Kannampallil, Yang Song, Craig H. Ganoe, John M. Carroll, C. Lee Giles
Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. GROUP (2007)
Thomas George Kannampallil, Steven R. Haynes
Using Event Based Markov Model Simulation to Analyze Interactive Human Behavior. AMCIS (2007)
Thomas George Kannampallil, John M. Daughtry III
Handling objects: a scenario based approach. SIGDOC (2006)
Steven R. Haynes, Thomas George Kannampallil, Lawrence L. Larson, Nitesh Garg
Optimizing anti-terrorism resource allocation. J. Assoc. Inf. Sci. Technol. 56 (3) (2005)
John M. Daughtry III, Thomas George Kannampallil
Refactoring to Patterns. J. Object Technol. 4 (4) (2005)