Optimizing anti-terrorism resource allocation. - Steven R. Haynes; Thomas George Kannampallil; Lawrence L. Larson; Nitesh Garg (J. Assoc. Inf. Sci. Technol., 2005)

Refactoring to Patterns. - John M. Daughtry III; Thomas George Kannampallil (J. Object Technol., 2005)

Handling objects: a scenario based approach. - Thomas George Kannampallil; John M. Daughtry III (SIGDOC, 2006)

Using Event Based Markov Model Simulation to Analyze Interactive Human Behavior. - Thomas George Kannampallil; Steven R. Haynes (AMCIS, 2007)

Evaluating tagging behavior in social bookmarking systems: metrics and design heuristics. - Umer Farooq; Thomas George Kannampallil; Yang Song 008; Craig H. Ganoe; John M. Carroll 001; C. Lee Giles (GROUP, 2007)

Rampart: A Service and Agent-Based Architecture for Anti-Terrorism Planning and Resource Allocation. - Steven R. Haynes; Thomas George Kannampallil; Mark A. Cohen; Andrey Soares; Frank E. Ritter (EuroISI, 2008)

An Information Systems Design Theory for Supporting WMD Knowledge Reachback. - Steven R. Haynes; Jonathan M. Singel; Thomas George Kannampallil (EuroISI, 2008)

Peripheral Activities during EMR Use in Emergency Care: A Case Study. - Joanna Abraham; Thomas George Kannampallil; Madhu C. Reddy (AMIA, 2009)

Adaptive information search: age-dependent interactions between cognitive profiles and strategies. - Jessie Chin; Wai-Tat Fu; Thomas George Kannampallil (CHI, 2009)

Design research as explanation: perceptions in the field. - Steven R. Haynes; John M. Carroll 001; Thomas George Kannampallil; Lu Xiao 002; Paula M. Bach (CHI, 2009)

A Semantic Imitation Model of Social Tag Choices. - Wai-Tat Fu; Thomas George Kannampallil; Ruogu Kang (CSE (4), 2009)

Conformity out of Diversity: Dynamics of Information Needs and Social Influence of Tags in Exploratory Information Search. - Ruogu Kang; Thomas George Kannampallil; Jibo He; Wai-Tat Fu (HCI (16), 2009)

Trail Patterns in Social Tagging Systems: Role of Tags as Digital Pheromones. - Thomas George Kannampallil; Wai-Tat Fu (HCI (16), 2009)

Cognitive models of user behavior in social information systems. - Wai-Tat Fu; Thomas George Kannampallil (CHI Extended Abstracts, 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. - Ruogu Kang; Wai-Tat Fu; Thomas George Kannampallil (CHI, 2010)

Facilitating exploratory search by model-based navigational cues. - Wai-Tat Fu; Thomas George Kannampallil; Ruogu Kang (IUI, 2010)

Semantic imitation in social tagging. - Wai-Tat Fu; Thomas George Kannampallil; Ruogu Kang; Jibo He (ACM Trans. Comput. Hum. Interact., 2010)

Cognitive Approaches to Clinical Data Management for Decision Support: Is It Old Wine in New Bottle? - Vimla L. Patel; Thomas George Kannampallil (USAB, 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. - Thomas George Kannampallil (J. Biomed. Informatics, 2011)

Making sense: Sensor-based investigation of clinician activities in complex critical care environments. - Thomas George Kannampallil; Zhe Li 053; Min Zhang 001; Trevor Cohen; David J. Robinson; Amy Franklin; Jiajie Zhang; Vimla L. Patel (J. Biomed. Informatics, 2011)

Considering complexity in healthcare systems. - Thomas George Kannampallil; Guido F. Schauer; Trevor Cohen; Vimla L. Patel (J. Biomed. Informatics, 2011)

Ensuring Patient Safety in Care Transitions: An Empirical Evaluation of a Handoff Intervention Tool. - Joanna Abraham; Thomas George Kannampallil; Bela Patel; Khalid F. Almoosa; Vimla L. Patel (AMIA, 2012)

Information Foraging Behavior in a Trauma Emergency Department. - Ning Shang; Thomas George Kannampallil; Amy Franklin (AMIA, 2012)

Bridging gaps in handoffs: A continuity of care based approach. - Joanna Abraham; Thomas George Kannampallil; Vimla L. Patel (J. Biomed. Informatics, 2012)

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. - Venkata Vijaya Kumar Dalai; Dinesh Gottipati; Thomas George Kannampallil; Trevor Cohen (AMIA, 2013)

Understanding the nature of information seeking behavior in critical care: Implications for the design of health information technology. - Thomas George Kannampallil; Amy Franklin; Rashmi Mishra; Khalid F. Almoosa; Trevor Cohen; Vimla L. Patel (Artif. Intell. Medicine, 2013)

External tools for collaborative medication scheduling. - Thomas George Kannampallil; Kevin Waicekauskas; Daniel G. Morrow; Kathryn M. Kopren; Wai-Tat Fu (Cogn. Technol. Work., 2013)

Evaluating the effects of cognitive support on psychiatric clinical comprehension. - Venkata Vijaya Kumar Dalai; Sana Khalid; Dinesh Gottipati; Thomas George Kannampallil; Vineeth John; Brett Blatter; Vimla L. Patel; Trevor Cohen (Artif. Intell. Medicine, 2014)

A systematic review of the literature on the evaluation of handoff tools: implications for research and practice. - Joanna Abraham; Thomas George Kannampallil; Vimla L. Patel (J. Am. Medical Informatics Assoc., 2014)

Evaluating the Effects of Cognitive Support on Interpreting ICU Patient Data. - Peter V. Killoran; Swaroop Gantela; Sahiti Myneni; Khalid F. Almoosa; Bela Patel; Thomas George Kannampallil; Vimla L. Patel; Trevor Cohen (AMIA, 2015)

Cognitive informatics in biomedicine and healthcare. - Vimla L. Patel; Thomas George Kannampallil (J. Biomed. Informatics, 2015)

Effects of Meaningful Use of EHRs on ED Clinical Workflow. - Courtney Denton; Gloria Nimo; Jason S. Shapiro; Thomas George Kannampallil; Vimla L. Patel (AMIA, 2016)

Analysis of Human Interactive Behavior for Improving Health IT Usability and Minimizing Patient Safety Risks. - Thomas George Kannampallil; Kai Zheng 002; Vimla L. Patel (AMIA, 2016)

Analyzing Similarities in Handoff Communication Content between Residents and Nurses. - Vignesh Srinivasan; Thomas George Kannampallil; Trevor Cohen; Joanna Abraham (AMIA, 2016)

Communication Patterns in a Collaborative Medication Scheduling Task among Older Adults. - Thomas George Kannampallil; Daniel G. Morrow; Wai-Tat Fu; Liza Raquel; Angela Muriset (ICHI, 2016)

Characterizing the structure and content of nurse handoffs: A Sequential Conversational Analysis approach. - Joanna Abraham; Thomas George Kannampallil; Corinne Brenner; Karen Dunn Lopez; Khalid F. Almoosa; Bela Patel; Vimla L. Patel (J. Biomed. Informatics, 2016)

Methodological framework for evaluating clinical processes: A cognitive informatics perspective. - Thomas George Kannampallil; Joanna Abraham; Vimla L. Patel (J. Biomed. Informatics, 2016)

Cognitive informatics methods for interactive clinical systems. - Thomas George Kannampallil; Vimla L. Patel (J. Biomed. Informatics, 2016)

Echo: A large display interactive visualization of ICU data for effective care handoffs. - Manu Mathew Thomas; Thomas George Kannampallil; Joanna Abraham; G. Elisabeta Marai (VAHC, 2017)

Learning from errors: analysis of medication order voiding in CPOE systems. - Thomas George Kannampallil; Joanna Abraham; Anna Solotskaya; Sneha G. Philip; Bruce L. Lambert; Gordon D. Schiff; Adam Wright; William L. Galanter (J. Am. Medical Informatics Assoc., 2017)

Measuring content overlap during handoff communication using distributional semantics: An exploratory study. - Joanna Abraham; Thomas George Kannampallil; Vignesh Srinivasan; William L. Galanter; Gail Tagney; Trevor Cohen (J. Biomed. Informatics, 2017)

Special issue on cognitive informatics methods for interactive clinical systems. - Thomas George Kannampallil; Vimla L. Patel (J. Biomed. Informatics, 2017)

Clinician Perspectives on Duplicate Medication Ordering Errors. - Joanna Abraham; Imade Ihianle; Rishabh G. Choudhari; Alan Jarman; Thomas George Kannampallil; William L. Galanter (AMIA, 2018)

Effect of Handoff Training on Resident Communication Quality: An Observational Study. - Joanna Abraham; Thomas George Kannampallil; Charlotte Ward; Christopher Bogan; Abbas Hyderi (HICSS, 2018)

Emergency Physicians' Perceived Influence of EHR Use on Clinical Workflow and Performance Metrics. - Courtney Denton; Hiral C. Soni; Thomas George Kannampallil; Anna Serrichio; Jason S. Shapiro; Stephen Traub; Vimla L. Patel (Appl. Clin. Inform., 2018)

Efficiency of Emergency Physicians: Insights from an Observational Study using EHR Log Files. - Thomas George Kannampallil; Courtney Denton; Jason S. Shapiro; Vimla L. Patel (Appl. Clin. Inform., 2018)

Effect of number of open charts on intercepted wrong-patient medication orders in an emergency department. - Thomas George Kannampallil; John D. Manning; David W. Chestek; Jason S. Adelman; Hojjat Salmasian; Bruce L. Lambert; William L. Galanter (J. Am. Medical Informatics Assoc., 2018)

Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial. - Christopher Ryan King; Joanna Abraham; Thomas George Kannampallil; Bradley A. Fritz; Arbi Ben Abdallah; Yixin Chen 001; Bernadette Henrichs; Mary C. Politi; Brian A. Torres; Angela Mickle; Thaddeus P. Budelier; Sherry McKinnon; et al. (F1000Research, 2019)

Impact of EHR-based rounding tools on interactive communication: A prospective observational study. - Joanna Abraham; Joanna Jaros; Imade Ihianle; Karl Kochendorfer; Thomas George Kannampallil (Int. J. Medical Informatics, 2019)

A graph-based approach for characterizing resident and nurse handoff conversations. - Thomas George Kannampallil; Saria S. Awadalla; Steve Jones 001; Joanna Abraham (J. Biomed. Informatics, 2019)

Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs. - Joanna Abraham; Alicia Meng; Thomas George Kannampallil (AMIA, 2020)

Generating Synthetic Health Data to Accelerate Patient-Centered Outcomes Research (PCOR) and Health Information Technology. - Stephanie Garcia; Thomas George Kannampallil; James L. Hellewell; Viet Nguyen; Casey Thompson (AMIA, 2020)

Applying phenotypes to operationalize high-yield clinical features derived from a heuristic artificial intelligence model for a rare disease in the EHR. - Kim Nolen; Marianna Bruno; Joshua Mitchell; Thomas George Kannampallil; Casey Reed; Mohammad Ateya; Sherry Lassa-Claxton; Michelle Holtman; Ahsan Huda (AMIA, 2020)

Intraoperative Anesthesia Transitions of Care and Adverse Events: A Systematic Review and Meta-Analysis. - Ethan Pfeifer; Najjuwah Walden; Joanna Abraham; Thomas George Kannampallil (AMIA, 2020)

Effect of an Alternative Newborn Naming Strategy on Wrong-Patient Errors: A Quasi-Experimental Study. - Ethan Pfeifer; Margaret Lozovatsky; Joanna Abraham; Thomas George Kannampallil (Appl. Clin. Inform., 2020)

Probabilistic forecasting of surgical case duration using machine learning: model development and validation. - York Jiao; Anshuman Sharma; Arbi Ben Abdallah; Thomas M. Maddox; Thomas George Kannampallil (J. Am. Medical Informatics Assoc., 2020)

When past is not a prologue: Adapting informatics practice during a pandemic. - Thomas George Kannampallil; Randi E. Foraker; Albert M. Lai; Keith F. Woeltje; Philip R. O. Payne (J. Am. Medical Informatics Assoc., 2020)

Cognitive plausibility in voice-based AI health counselors. - Thomas George Kannampallil; Joshua M. Smyth; Steve Jones 001; Philip R. O. Payne; Jun Ma (npj Digit. Medicine, 2020)

A Longitudinal Study of Burnout and Clinical Workload Measured With Electronic Health Record Audit Logs. - Sunny S. Lou; Daphne Lew; Derek Harford; Chenyang Lu 001; Bradley A. Evanoff; Jennifer G. Duncan; Thomas George Kannampallil (AMIA, 2021)

Multi-horizon prediction for extracorporeal support in COVID-19 patients. - Bing Xue 003; Neel Shah; Hanqing Yang 005; Charles Ziegenbein; Thomas George Kannampallil; Philip R. O. Payne; Chenyang Lu 001; Ahmed Sameh Said (AMIA, 2021)

RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography. - Ruixuan Dai; Chenyang Lu 001; Michael Avidan; Thomas George Kannampallil (IoTDI, 2021)

Impact of Changes in EHR Use during COVID-19 on Physician Trainee Mental Health. - Katherine J. Holzer; Sunny S. Lou; Charles W. Goss; Jaime Strickland; Bradley A. Evanoff; Jennifer G. Duncan; Thomas George Kannampallil (Appl. Clin. Inform., 2021)

Physician Workflow in Two Distinctive Emergency Departments: An Observational Study. - Vimla L. Patel; Courtney Denton; Hiral C. Soni; Thomas George Kannampallil; Stephen Traub; Jason S. Shapiro (Appl. Clin. Inform., 2021)

Comparing stress prediction models using smartwatch physiological signals and participant self-reports. - Ruixuan Dai; Chenyang Lu 001; Linda Yun; Eric Lenze; Michael Avidan; Thomas George Kannampallil (Comput. Methods Programs Biomed., 2021)

Predicting Intraoperative Hypoxemia with Joint Sequence Autoencoder Networks. - Hanyang Liu; Michael Montana; Dingwen Li; Thomas George Kannampallil; Chenyang Lu 001 (CoRR, 2021)

An observational study of postoperative handoff standardization failures. - Joanna Abraham; Alicia Meng; Carrie Sona; Troy Wildes; Michael Avidan; Thomas George Kannampallil (Int. J. Medical Informatics, 2021)

Risk factors associated with medication ordering errors. - Joanna Abraham; William L. Galanter; Daniel Touchette; Yinglin Xia; Katherine J. Holzer; Vania Leung; Thomas George Kannampallil (J. Am. Medical Informatics Assoc., 2021)

Conceptual considerations for using EHR-based activity logs to measure clinician burnout and its effects. - Thomas George Kannampallil; Joanna Abraham; Sunny S. Lou; Philip R. O. Payne (J. Am. Medical Informatics Assoc., 2021)

Role of Telemedicine in Remote Intraoperative Decision Support. - Joanna Abraham; Alicia Meng; Benjamin C. Warner; Thaddeus P. Budelier; Thomas George Kannampallil (AMIA, 2022)

Effect of Patient Switching on EHR-based Workload and Wrong-Patient Errors. - Sunny S. Lou; Seunghwan Kim; Derek Harford; Benjamin C. Warner; Philip R. O. Payne; Joanna Abraham; Thomas George Kannampallil (AMIA, 2022)

Self-explaining neural network with concept-based explanations for ICU mortality prediction. - Sayantan Kumar; Sean C. Yu; Thomas George Kannampallil; Zachary B. Abrams; Andrew P. Michelson; Philip R. O. Payne (BCB, 2022)

Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks. - Hanyang Liu; Michael Montana; Dingwen Li; Chase Renfroe; Thomas George Kannampallil; Chenyang Lu 001 (CIKM, 2022)

HiPAL: A Deep Framework for Physician Burnout Prediction Using Activity Logs in Electronic Health Records. - Hanyang Liu; Sunny S. Lou; Benjamin C. Warner; Derek R. Harford; Thomas George Kannampallil; Chenyang Lu 001 (KDD, 2022)

Perioperative Predictions with Interpretable Latent Representation. - Bing Xue 003; York Jiao; Thomas George Kannampallil; Bradley A. Fritz; Christopher Ryan King; Joanna Abraham; Michael Avidan; Chenyang Lu 001 (KDD, 2022)

Multi-Task Learning for Randomized Controlled Trials: A Case Study on Predicting Depression with Wearable Data. - Ruixuan Dai; Thomas George Kannampallil; Jingwen Zhang; Nan Lv; Jun Ma; Chenyang Lu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

An ethnographic study on the impact of a novel telemedicine-based support system in the operating room. - Joanna Abraham; Alicia Meng; Arianna Montes de Oca; Mary C. Politi; Troy Wildes; Stephen Gregory; Bernadette Henrichs; Thomas George Kannampallil; Michael S. Avidan (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. - Joanna Abraham; Alicia Meng; Sanjna Tripathy; Spyros Kitsiou; Thomas George Kannampallil (J. Am. Medical Informatics Assoc., 2022)

Using electronic health record audit log data for research: insights from early efforts. - Thomas George Kannampallil; Julia Adler-Milstein (J. Am. Medical Informatics Assoc., 2022)

Predicting physician burnout using clinical activity logs: Model performance and lessons learned. - Sunny S. Lou; Hanyang Liu; Benjamin C. Warner; Derek Harford; Chenyang Lu 001; Thomas George Kannampallil (J. Biomed. Informatics, 2022)

New JBI policy emphasizes clinically-meaningful novel machine learning methods. - Allan Tucker; Thomas George Kannampallil; Samah Jamal Fodeh; Mor Peleg (J. Biomed. Informatics, 2022)

Detecting Mental Disorders with Wearables: A Large Cohort Study. - Ruixuan Dai; Thomas George Kannampallil; Seunghwan Kim; Vera Thornton; Laura J. Bierut; Chenyang Lu 001 (IoTDI, 2023)

Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection. - Benjamin C. Warner; Ziqi Xu 002; Simon Haroutounian; Thomas George Kannampallil; Chenyang Lu 001 (CoRR, 2023)

Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs. - Benjamin C. Warner; Thomas George Kannampallil; Seunghwan Kim (CoRR, 2023)

Characterizing the macrostructure of electronic health record work using raw audit logs: an unsupervised action embeddings approach. - Sunny S. Lou; Hanyang Liu; Derek Harford; Chenyang Lu 001; Thomas George Kannampallil (J. Am. Medical Informatics Assoc., 2023)

Multi-horizon predictive models for guiding extracorporeal resource allocation in critically ill COVID-19 patients. - Bing Xue 003; Neel Shah; Hanqing Yang 005; Thomas George Kannampallil; Philip Richard Orrin Payne; Chenyang Lu 001; Ahmed Sameh Said (J. Am. Medical Informatics Assoc., 2023)

Measuring the cognitive effort associated with task switching in routine EHR-based tasks. - Brian Bartek; Sunny S. Lou; Thomas George Kannampallil (J. Biomed. Informatics, 2023)

Identifying and Addressing Barriers to Implementing Core Electronic Health Record Use Metrics for Ambulatory Care: Virtual Consensus Conference Proceedings. - Deborah Levy; Amanda J. Moy; Nate C. Apathy; Julia Adler-Milstein; Lisa S. Rotenstein; Bidisha Nath; S. Trent Rosenbloom; Thomas George Kannampallil; Rebecca Grochow Mishuris; Aram Alexanian; Amber Sieja; Michelle R. Hribar; et al. (Appl. Clin. Inform., 2023)

Prescribing Large Language Models for Perioperative Care: What's The Right Dose for Pre-trained Models? - Bing Xue 003; Charles Alba; Joanna Abraham; Thomas George Kannampallil; Chenyang Lu 001 (CoRR, 2024)

HiMAL: A Multimodal Hierarchical Multi-task Auxiliary Learning framework for predicting and explaining Alzheimer disease progression. - Sayantan Kumar; Sean C. Yu; Andrew P. Michelson; Thomas George Kannampallil; Philip R. O. Payne (CoRR, 2024)

Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences. - Seunghwan Kim; Benjamin C. Warner; Daphne Lew; Sunny S. Lou; Thomas George Kannampallil (J. Am. Medical Informatics Assoc., 2024)

Guidance for reporting analyses of metadata on electronic health record use. - Adam Rule; Thomas George Kannampallil; Michelle R. Hribar; Adam C. Dziorny; Robert Thombley; Nate C. Apathy; Julia Adler-Milstein (J. Am. Medical Informatics Assoc., 2024)

Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection. - Benjamin C. Warner; Ziqi Xu 002; Simon Haroutounian; Thomas George Kannampallil; Chenyan Lu (ACL (Findings), 2025)

Differences in physician electronic health record use by telemedicine intensity: evidence from 2 academic medical centers. - Seunghwan Kim; Robert Thombley; Elise Eiden; Sunny S. Lou; Julia Adler-Milstein; Thomas George Kannampallil; A Jay Holmgren (J. Am. Medical Informatics Assoc., 2025)

A novel generative multi-task representation learning approach for predicting postoperative complications in cardiac surgery patients. - Junbo Shen; Bing Xue 003; Thomas George Kannampallil; Chenyang Lu 001; Joanna Abraham (J. Am. Medical Informatics Assoc., 2025)

The foundational capabilities of large language models in predicting postoperative risks using clinical notes. - Charles Alba; Bing Xue 003; Joanna Abraham; Thomas George Kannampallil; Chenyang Lu 001 (npj Digit. Medicine, 2025)