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2020 – today
- 2024
[j44]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): 784-789 (2024)- [j43]Seunghwan Kim, Benjamin C. Warner, Daphne Lew, Sunny S. Lou, Thomas George Kannampallil:
Measuring cognitive effort using tabular transformer-based language models of electronic health record-based audit log action sequences. J. Am. Medical Informatics Assoc. 31(10): 2228-2235 (2024) - [i7]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 abs/2402.17493 (2024) - [i6]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 abs/2404.03208 (2024) - 2023
- [j42]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): 539-544 (2023) - [j41]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): 656-667 (2023) - [j40]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: 104349 (2023) - [c40]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: 39-51 - [i5]Benjamin C. Warner, Ziqi Xu, Simon Haroutounian, Thomas George Kannampallil, Chenyang Lu:
Utilizing Semantic Textual Similarity for Clinical Survey Data Feature Selection. CoRR abs/2308.09892 (2023) - [i4]Benjamin C. Warner, Thomas George Kannampallil, Seunghwan Kim:
Autoregressive Language Models For Estimating the Entropy of Epic EHR Audit Logs. CoRR abs/2311.06401 (2023) - 2022
- [j39]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): 50:1-50:23 (2022) - [j38]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): 735-748 (2022) - [j37]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): 1919-1930 (2022) - [j36]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): 167-171 (2022) - [j35]Allan Tucker, Thomas George Kannampallil, Samah Jamal Fodeh, Mor Peleg:
New JBI policy emphasizes clinically-meaningful novel machine learning methods. J. Biomed. Informatics 127: 104003 (2022) - [j34]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: 104015 (2022) - [c39]Joanna Abraham, Alicia Meng, Benjamin C. Warner, Thaddeus P. Budelier, Thomas George Kannampallil:
Role of Telemedicine in Remote Intraoperative Decision Support. AMIA 2022 - [c38]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 - [c37]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: 8:1-8:9 - [c36]Hanyang Liu, Michael Montana, Dingwen Li, Chase Renfroe, Thomas George Kannampallil, Chenyang Lu:
Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks. CIKM 2022: 1269-1278 - [c35]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: 3377-3387 - [c34]Bing Xue, York Jiao, Thomas George Kannampallil, Bradley A. Fritz, Christopher Ryan King, Joanna Abraham, Michael Avidan, Chenyang Lu:
Perioperative Predictions with Interpretable Latent Representation. KDD 2022: 4268-4278 - [i3]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 abs/2205.11680 (2022) - 2021
- [j33]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): 141-152 (2021) - [j32]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): 507-517 (2021) - [j31]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: 106207 (2021) - [j30]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: 104458 (2021) - [j29]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): 86-94 (2021) - [j28]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): 1032-1037 (2021) - [c33]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 - [c32]Bing Xue, Neel Shah, Hanqing Yang, Charles Ziegenbein, Thomas George Kannampallil, Philip R. O. Payne, Chenyang Lu, Ahmed Sameh Said:
Multi-horizon prediction for extracorporeal support in COVID-19 patients. AMIA 2021 - [c31]Ruixuan Dai, Chenyang Lu, Michael Avidan, Thomas George Kannampallil:
RespWatch: Robust Measurement of Respiratory Rate on Smartwatches with Photoplethysmography. IoTDI 2021: 208-220 - [i2]Hanyang Liu, Michael Montana, Dingwen Li, Thomas George Kannampallil, Chenyang Lu:
Predicting Intraoperative Hypoxemia with Joint Sequence Autoencoder Networks. CoRR abs/2104.14756 (2021) - 2020
- [j27]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): 235-241 (2020) - [j26]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): 1142-1146 (2020) - [j25]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): 1885-1893 (2020) - [j24]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) - [c30]Joanna Abraham, Alicia Meng, Thomas George Kannampallil:
Clinician Perceptions of Barriers and Facilitators to Effective Postoperative Handoffs. AMIA 2020 - [c29]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 - [c28]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 - [c27]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
2010 – 2019
- 2019
- [j23]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: 423-429 (2019) - [j22]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) - [i1]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: 2032 (2019) - 2018
- [j21]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. 09(01): 99-104 (2018) - [j20]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. 09(03): 725-733 (2018) - [j19]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): 739-743 (2018) - [c26]Joanna Abraham, Imade Ihianle, Rishabh G. Choudhari, Alan Jarman, Thomas George Kannampallil, William L. Galanter:
Clinician Perspectives on Duplicate Medication Ordering Errors. AMIA 2018 - [c25]Joanna Abraham, Thomas George Kannampallil, Charlotte Ward, Christopher Bogan, Abbas Hyderi:
Effect of Handoff Training on Resident Communication Quality: An Observational Study. HICSS 2018: 1-10 - 2017
- [j18]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): 762-768 (2017) - [j17]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: 132-144 (2017) - [j16]Thomas George Kannampallil, Vimla L. Patel:
Special issue on cognitive informatics methods for interactive clinical systems. J. Biomed. Informatics 71: 207-210 (2017) - [c24]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: 47-54 - 2016
- [j15]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: 76-88 (2016) - [j14]Thomas George Kannampallil, Vimla L. Patel:
Cognitive informatics methods for interactive clinical systems. J. Biomed. Informatics 60: 197-198 (2016) - [j13]Thomas George Kannampallil, Joanna Abraham, Vimla L. Patel:
Methodological framework for evaluating clinical processes: A cognitive informatics perspective. J. Biomed. Informatics 64: 342-351 (2016) - [c23]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 - [c22]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 - [c21]Vignesh Srinivasan, Thomas George Kannampallil, Trevor Cohen, Joanna Abraham:
Analyzing Similarities in Handoff Communication Content between Residents and Nurses. AMIA 2016 - [c20]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: 367-374 - 2015
- [j12]Vimla L. Patel, Thomas George Kannampallil:
Cognitive informatics in biomedicine and healthcare. J. Biomed. Informatics 53: 3-14 (2015) - [c19]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 - 2014
- [j11]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): 91-104 (2014) - [j10]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): 154-162 (2014) - 2013
- [j9]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): 21-29 (2013) - [j8]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): 121-131 (2013) - [c18]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 - 2012
- [j7]Joanna Abraham, Thomas George Kannampallil, Vimla L. Patel:
Bridging gaps in handoffs: A continuity of care based approach. J. Biomed. Informatics 45(2): 240-254 (2012) - [c17]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 - [c16]Ning Shang, Thomas George Kannampallil, Amy Franklin:
Information Foraging Behavior in a Trauma Emergency Department. AMIA 2012 - 2011
- [j6]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): 441-454 (2011) - [j5]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): 505-506 (2011) - [j4]Thomas George Kannampallil, Guido F. Schauer, Trevor Cohen, Vimla L. Patel:
Considering complexity in healthcare systems. J. Biomed. Informatics 44(6): 943-947 (2011) - [c15]Vimla L. Patel, Thomas George Kannampallil:
Cognitive Approaches to Clinical Data Management for Decision Support: Is It Old Wine in New Bottle? USAB 2011: 1-13 - 2010
- [j3]Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang, Jibo He:
Semantic imitation in social tagging. ACM Trans. Comput. Hum. Interact. 17(3): 12:1-12:37 (2010) - [c14]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: 393-402 - [c13]Wai-Tat Fu, Thomas George Kannampallil:
Cognitive models of user behavior in social information systems. CHI Extended Abstracts 2010: 4485-4488 - [c12]Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang:
Facilitating exploratory search by model-based navigational cues. IUI 2010: 199-208
2000 – 2009
- 2009
- [c11]Joanna Abraham, Thomas George Kannampallil, Madhu C. Reddy:
Peripheral Activities during EMR Use in Emergency Care: A Case Study. AMIA 2009 - [c10]Steven R. Haynes, John M. Carroll, Thomas George Kannampallil, Lu Xiao, Paula M. Bach:
Design research as explanation: perceptions in the field. CHI 2009: 1121-1130 - [c9]Jessie Chin, Wai-Tat Fu, Thomas George Kannampallil:
Adaptive information search: age-dependent interactions between cognitive profiles and strategies. CHI 2009: 1683-1692 - [c8]Wai-Tat Fu, Thomas George Kannampallil, Ruogu Kang:
A Semantic Imitation Model of Social Tag Choices. CSE (4) 2009: 66-73 - [c7]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: 155-164 - [c6]Thomas George Kannampallil, Wai-Tat Fu:
Trail Patterns in Social Tagging Systems: Role of Tags as Digital Pheromones. HCI (16) 2009: 165-174 - 2008
- [c5]Steven R. Haynes, Jonathan M. Singel, Thomas George Kannampallil:
An Information Systems Design Theory for Supporting WMD Knowledge Reachback. EuroISI 2008: 248-259 - [c4]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: 260-270 - 2007
- [c3]Thomas George Kannampallil, Steven R. Haynes:
Using Event Based Markov Model Simulation to Analyze Interactive Human Behavior. AMCIS 2007: 142 - [c2]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: 351-360 - 2006
- [c1]Thomas George Kannampallil, John M. Daughtry III:
Handling objects: a scenario based approach. SIGDOC 2006: 92-98 - 2005
- [j2]Steven R. Haynes, Thomas George Kannampallil, Lawrence L. Larson, Nitesh Garg:
Optimizing anti-terrorism resource allocation. J. Assoc. Inf. Sci. Technol. 56(3): 299-309 (2005) - [j1]John M. Daughtry III, Thomas George Kannampallil:
Refactoring to Patterns. J. Object Technol. 4(4): 193-196 (2005)
Coauthor Index
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