Randall S. Burd

According to our database, Randall S. Burd authored at least 66 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking.

Wenjin Zhang, Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Genevieve J. Sippel, Mary S. Kim, Randall S. Burd

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Discovering interpretable medical process models: A case study in trauma resuscitation.

Keyi Li, Ivan Marsic, Aleksandra Sarcevic, Sen Yang, Travis M. Sullivan, Peyton E. Tempel, Zachary P. Milestone, Karen J. O'Connell, Randall S. Burd

J. Biomed. Informatics, April, 2023

Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings.

Chenyang Gao, Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S. Burd

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2023

Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines.

Angela Mastrianni, Aleksandra Sarcevic, Allison Hu, Lynn Almengor, Peyton E. Tempel, Sarah Gao, Randall S. Burd

ACM Trans. Comput. Hum. Interact., 2023

Understanding Delay Awareness and Mitigation Mechanisms through an Iterative Design and Evaluation of a Prototype Alert System for Complex Teamwork.

Katherine Ann Zellner, Aleksandra Sarcevic, Megan A. Krentsa, Travis M. Sullivan, Randall S. Burd

Proc. ACM Hum. Comput. Interact., 2023

Eliciting Design Requirements for a Computer-Aided Monitoring and Alerting System to Improve PPE Compliance among Healthcare Workers.

Aleksandra Sarcevic, Carmen-Mai Riley, Waverly Gestrich-Thompson, Ivan Marsic, Karen J. O'Connell, Randall S. Burd

Proceedings of the Companion Publication of the 2023 ACM Designing Interactive Systems Conference, 2023

Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists.

Angela Mastrianni, Aleksandra Sarcevic, Hua Cui, Megan A. Krentsa, Travis M. Sullivan, Issa Zakeri, Ivan Marsic, Randall S. Burd

Proceedings of the 2023 ACM Designing Interactive Systems Conference, 2023

2022

A Speech-Based Model for Tracking the Progression of Activities in Extreme Action Teamwork.

Swathi Jagannath, Neha Kamireddi, Katherine Ann Zellner, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic

Proc. ACM Hum. Comput. Interact., 2022

Exploring Runtime Decision Support for Trauma Resuscitation.

Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic

CoRR, 2022

Generating Privacy-Preserving Process Data with Deep Generative Models.

Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic

CoRR, 2022

An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection.

Katherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic

Proceedings of the AMIA 2022, 2022

2021

Towards Dynamic Checklists: Understanding Contexts of Use and Deriving Requirements for Context-Driven Adaptation.

Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Randall S. Burd

ACM Trans. Comput. Hum. Interact., 2021

Real-time medical phase recognition using long-term video understanding and progress gate method.

Yanyi Zhang, Ivan Marsic, Randall S. Burd

Medical Image Anal., 2021

Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork.

Katherine Ann Zellner, Matt Coates, Alex Lee, Swathi Jagannath, Aleksandra Sarcevic, Emily C. Alberto, Allison Harvey, Randall S. Burd, Ivan Marsic

Proceedings of the Companion Publication of the 2021 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2021

Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies.

Angela Mastrianni, Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily Alberto, Zachary P. Milestone, Ivan Marsic, Randall S. Burd

Proceedings of the DIS '21: Designing Interactive Systems Conference 2021, 2021

2020

Video-based Concurrent Activity Recognition for Trauma Resuscitation.

Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Speech-Based Activity Recognition for Trauma Resuscitation.

Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Checklist Design Reconsidered: Understanding Checklist Compliance and Timing of Interactions.

Leah Kulp, Aleksandra Sarcevic, Yinan Zheng, Megan Cheng, Emily Alberto, Randall S. Burd

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound.

Yue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Cheng, Randall S. Burd

Proceedings of the 2019 IEEE International Conference on Healthcare Informatics, 2019

Comparing the Effects of Paper and Digital Checklists on Team Performance in Time-Critical Work.

Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Yinan Zheng, Randall S. Burd

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

An approach to automatic process deviation detection in a time-critical clinical process.

Sen Yang, Aleksandra Sarcevic, Richard A. Farneth, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd

J. Biomed. Informatics, 2018

Process Mining the Trauma Resuscitation Patient Cohorts.

Sen Yang, Fei Tao, Jingyuan Li, Dawei Wang, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Intention Mining in Medical Process: A Case Study in Trauma Resuscitation.

Sen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Discovering Interpretable Medical Workflow Models.

Jingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

2017

Progress Estimation and Phase Detection for Sequential Processes.

Xinyu Li, Yanyi Zhang, Jianyu Zhang, Moliang Zhou, Shuhong Chen, Yue Gu, Yueyang Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

A Framework for Evaluating Trace Alignments.

Moliang Zhou, Sen Yang, Shuyu Lv, Xinyu Li, Shuhong Chen, Ivan Marsic, Randall S. Burd

CoRR, 2017

Concurrent Activity Recognition with Multimodal CNN-LSTM Structure.

Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd

CoRR, 2017

Process Progress Estimation and Phase Detection.

Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Shuhong Chen, Yue Gu, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd

CoRR, 2017

Online People Tracking and Identification with RFID and Kinect.

Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd

CoRR, 2017

Process Mining for Trauma Resuscitation.

Sen Yang, Jingyuan Li, Xiaoyi Tang, Shuhong Chen, Ivan Marsic, Randall S. Burd

IEEE Intell. Informatics Bull., 2017

Region-based Activity Recognition Using Conditional GAN.

Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Huangcan Li, Ivan Marsic, Randall S. Burd

Proceedings of the 2017 ACM on Multimedia Conference, 2017

A Data-driven Process Recommender Framework.

Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

CAR - a deep learning structure for concurrent activity recognition: poster abstract.

Yanyi Zhang, Xinyu Li, Jianyu Zhang, Shuhong Chen, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

3D activity localization with multiple sensors: poster abstract.

Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A. Farneth, Ivan Marsic, Randall S. Burd

Proceedings of the 16th ACM/IEEE International Conference on Information Processing in Sensor Networks, 2017

Evaluation of Trace Alignment Quality and its Application in Medical Process Mining.

Moliang Zhou, Sen Yang, Xinyu Li, Shuyu Lv, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Semi-Synthetic Trauma Resuscitation Process Data Generator.

Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM.

Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Z. Ahmed, Randall S. Burd, Ivan Marsic

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Language-Based Process Phase Detection in the Trauma Resuscitation.

Yue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A. Farneth, Ivan Marsic, Randall S. Burd

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

Process-Oriented Iterative Multiple Alignment for Medical Process Mining.

Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017

Exploring Design Opportunities for a Context-Adaptive Medical Checklist Through Technology Probe Approach.

Leah Kulp, Aleksandra Sarcevic, Richard A. Farneth, Omar Z. Ahmed, Dung Mai, Ivan Marsic, Randall S. Burd

Proceedings of the 2017 Conference on Designing Interactive Systems, 2017

2016

Passive RFID for Object and Use Detection during Trauma Resuscitation.

Siddika Parlak, Ivan Marsic, Aleksandra Sarcevic, Waheed U. Bajwa, Lauren J. Waterhouse, Randall S. Burd

IEEE Trans. Mob. Comput., 2016

Online process phase detection using multimodal deep learning.

Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R. Austin, Ivan Marsic, Randall S. Burd

Proceedings of the 7th IEEE Annual Ubiquitous Computing, 2016

Deep Learning for RFID-Based Activity Recognition.

Xinyu Li, Yanyi Zhang, Ivan Marsic, Aleksandra Sarcevic, Randall S. Burd

Proceedings of the 14th ACM Conference on Embedded Network Sensor Systems, SenSys 2016, 2016

Activity recognition for medical teamwork based on passive RFID.

Xinyu Li, Dongyang Yao, Xuechao Pan, Jonathan Johannaman, JaeWon Yang, Rachel Webman, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd

Proceedings of the 2016 IEEE International Conference on RFID, 2016

Design challenges in converting a paper checklist to digital format for dynamic medical settings.

Aleksandra Sarcevic, Brett J. Rosen, Leah J. Kulp, Ivan Marsic, Randall S. Burd

Proceedings of the 10th EAI International Conference on Pervasive Computing Technologies for Healthcare, 2016

Deep neural network for RFID-based activity recognition.

Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, JaeWon Yang, Randall S. Burd

Proceedings of the Eighth Wireless of the Students, 2016

Duration-Aware Alignment of Process Traces.

Sen Yang, Moliang Zhou, Rachel Webman, JaeWon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2016

Privacy Preserving Dynamic Room Layout Mapping.

Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd

Proceedings of the Image and Signal Processing - 7th International Conference, 2016

Checklist as a Memory Externalization Tool during a Critical Care Process.

Aleksandra Sarcevic, Zhan Zhang, Ivan Marsic, Randall S. Burd, Leah Kulp

Proceedings of the AMIA 2016, 2016

2014

Informing Digital Cognitive Aids Design for Emergency Medical Work by Understanding Paper Checklist Use.

Zhan Zhang, Aleksandra Sarcevic, Maria Yala, Randall S. Burd

Proceedings of the 18th International Conference on Supporting Group Work, Sanibel Island, FL, USA, November 09, 2014

Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork.

Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Ivan Marsic, Zhan Zhang, Genevieve Tuveson, Randall S. Burd

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Going Digital: Transforming Medical Checklists for Improved Patient Care.

Bradford Winters, Randall S. Burd, Jesse Cirimele, Leslie Wu, Aleksandra Sarcevic

Proceedings of the AMIA 2014, 2014

2013

Opportunities for blended interaction in emergency rooms: Coupling displays with digital pen input.

Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Randall S. Burd

Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, 2013

Video based activity recognition in trauma resuscitation.

Ishani Chakraborty, Ahmed M. Elgammal, Randall S. Burd

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

Understanding visual attention of teams in dynamic medical settings through vital signs monitor use.

Diana S. Kusunoki, Aleksandra Sarcevic, Zhan Zhang, Randall S. Burd

Proceedings of the Computer Supported Cooperative Work, 2013

Supporting Information Use and Retention of Pre-Hospital Information during Trauma Resuscitation: A Qualitative Study of Pre-Hospital Communications and Information Needs.

Zhan Zhang, Aleksandra Sarcevic, Randall S. Burd

Proceedings of the AMIA 2013, 2013

2012

Teamwork Errors in Trauma Resuscitation.

Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd

ACM Trans. Comput. Hum. Interact., 2012

Introducing RFID technology in dynamic and time-critical medical settings: Requirements and challenges.

Siddika Parlak, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd

J. Biomed. Informatics, 2012

A paper-digital interface for information capture and display in time-critical medical work.

Aleksandra Sarcevic, Nadir Weibel, James D. Hollan, Randall S. Burd

Proceedings of the 6th International Conference on Pervasive Computing Technologies for Healthcare, 2012

2011

Leadership structures in emergency care settings: A study of two trauma centers.

Aleksandra Sarcevic, Ivan Marsic, Lauren J. Waterhouse, David C. Stockwell, Randall S. Burd

Int. J. Medical Informatics, 2011

Coordinating time-critical work with role-tagging.

Aleksandra Sarcevic, Leysia Palen, Randall S. Burd

Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work, 2011

Activity recognition for emergency care using RFID.

Siddika Parlak, Ivan Marsic, Randall S. Burd

Proceedings of the 6th International Conference on Body Area Networks, 2011

2009

Information handover in time-critical work.

Aleksandra Sarcevic, Randall S. Burd

Proceedings of the 2009 International ACM SIGGROUP Conference on Supporting Group Work, 2009

2008

Transactive memory in trauma resuscitation.

Aleksandra Sarcevic, Ivan Marsic, Michael E. Lesk, Randall S. Burd

Proceedings of the 2008 ACM Conference on Computer Supported Cooperative Work, 2008

Quantifying adaptation parameters for information support of trauma teams.

Aleksandra Sarcevic, Michael E. Lesk, Ivan Marsic, Randall S. Burd

Proceedings of the Extended Abstracts Proceedings of the 2008 Conference on Human Factors in Computing Systems, 2008

"What's the Story?" Information Needs of Trauma Teams.

Aleksandra Sarcevic, Randall S. Burd

Proceedings of the AMIA 2008, 2008