Randall S. Burd

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 49

Top Topics

Spoken Language

Activity Recognition

Top Venues

Conference on Designing Interactive Systems

Publications

Keyi Li, Ivan Marsic, Aleksandra Sarcevic, Sen Yang, Travis M. Sullivan, Peyton E. Tempel, Zachary P. Milestone, Karen J. O'Connell, Randall S. Burd
Discovering interpretable medical process models: A case study in trauma resuscitation. J. Biomed. Informatics 140 (2023)
Katherine Ann Zellner, Aleksandra Sarcevic, Megan A. Krentsa, Travis M. Sullivan, Randall S. Burd
Understanding Delay Awareness and Mitigation Mechanisms through an Iterative Design and Evaluation of a Prototype Alert System for Complex Teamwork. Proc. ACM Hum. Comput. Interact. 7 (CSCW2) (2023)
Angela Mastrianni, Aleksandra Sarcevic, Allison Hu, Lynn Almengor, Peyton E. Tempel, Sarah Gao, Randall S. Burd
Transitioning Cognitive Aids into Decision Support Platforms: Requirements and Design Guidelines. ACM Trans. Comput. Hum. Interact. 30 (3) (2023)
Angela Mastrianni, Aleksandra Sarcevic, Hua Cui, Megan A. Krentsa, Travis M. Sullivan, Issa Zakeri, Ivan Marsic, Randall S. Burd
Supporting Awareness of Dynamic Data: Approaches to Designing and Capturing Data within Interactive Clinical Checklists. Conference on Designing Interactive Systems (2023)
Aleksandra Sarcevic, Carmen-Mai Riley, Waverly Gestrich-Thompson, Ivan Marsic, Karen J. O'Connell, Randall S. Burd
Eliciting Design Requirements for a Computer-Aided Monitoring and Alerting System to Improve PPE Compliance among Healthcare Workers. Conference on Designing Interactive Systems (Companion Volume) (2023)
Chenyang Gao, Ivan Marsic, Aleksandra Sarcevic, Waverly Gestrich-Thompson, Randall S. Burd
Real-time Context-Aware Multimodal Network for Activity and Activity-Stage Recognition from Team Communication in Dynamic Clinical Settings. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Katherine Ann Zellner, Louis Jiorgio Villegas, Charles Neff, Waverly Gestrich-Thompson, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
An Analysis of Speech during Life Saving Interventions to Inform the Design of a Computerized System for Delay Detection. AMIA (2022)
Swathi Jagannath, Neha Kamireddi, Katherine Ann Zellner, Randall S. Burd, Ivan Marsic, Aleksandra Sarcevic
A Speech-Based Model for Tracking the Progression of Activities in Extreme Action Teamwork. Proc. ACM Hum. Comput. Interact. 6 (CSCW1) (2022)
Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
Exploring Runtime Decision Support for Trauma Resuscitation. CoRR (2022)
Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic
Generating Privacy-Preserving Process Data with Deep Generative Models. CoRR (2022)
Katherine Ann Zellner, Matt Coates, Alex Lee, Swathi Jagannath, Aleksandra Sarcevic, Emily C. Alberto, Allison Harvey, Randall S. Burd, Ivan Marsic
Characterizing Speech in Life Saving Interventions to Inform Computerized Clinical Decision Support for Complex Medical Teamwork. CSCW Companion (2021)
Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Randall S. Burd
Towards Dynamic Checklists: Understanding Contexts of Use and Deriving Requirements for Context-Driven Adaptation. ACM Trans. Comput. Hum. Interact. 28 (2) (2021)
Angela Mastrianni, Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily Alberto, Zachary Milestone, Ivan Marsic, Randall S. Burd
Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies. Conference on Designing Interactive Systems (2021)
Yanyi Zhang, Ivan Marsic, Randall S. Burd
Real-time medical phase recognition using long-term video understanding and progress gate method. Medical Image Anal. 74 (2021)
Leah Kulp, Aleksandra Sarcevic, Yinan Zheng, Megan Cheng, Emily Alberto, Randall S. Burd
Checklist Design Reconsidered: Understanding Checklist Compliance and Timing of Interactions. CHI (2020)
Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd
Video-based Concurrent Activity Recognition for Trauma Resuscitation. ICHI (2020)
Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd
Speech-Based Activity Recognition for Trauma Resuscitation. ICHI (2020)
Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Yinan Zheng, Randall S. Burd
Comparing the Effects of Paper and Digital Checklists on Team Performance in Time-Critical Work. CHI (2019)
Yue Gu, Ruiyu Zhang, Xinwei Zhao, Shuhong Chen, Jalal Abdulbaqi, Ivan Marsic, Megan Cheng, Randall S. Burd
Multimodal Attention Network for Trauma Activity Recognition from Spoken Language and Environmental Sound. ICHI (2019)
Jingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd
Discovering Interpretable Medical Workflow Models. ICHI (2018)
Sen Yang, Fei Tao, Jingyuan Li, Dawei Wang, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
Process Mining the Trauma Resuscitation Patient Cohorts. ICHI (2018)
Sen Yang, Weiqing Ni, Xin Dong, Shuhong Chen, Richard A. Farneth, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Intention Mining in Medical Process: A Case Study in Trauma Resuscitation. ICHI (2018)
Sen Yang, Aleksandra Sarcevic, Richard A. Farneth, Shuhong Chen, Omar Z. Ahmed, Ivan Marsic, Randall S. Burd
An approach to automatic process deviation detection in a time-critical clinical process. J. Biomed. Informatics 85 (2018)
Moliang Zhou, Sen Yang, Shuyu Lv, Xinyu Li, Shuhong Chen, Ivan Marsic, Randall S. Burd
A Framework for Evaluating Trace Alignments. CoRR (2017)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
Online People Tracking and Identification with RFID and Kinect. CoRR (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Huangcan Li, Ivan Marsic, Randall S. Burd
Region-based Activity Recognition Using Conditional GAN. ACM Multimedia (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Yueyang Chen, Shuhong Chen, Yue Gu, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Process Progress Estimation and Phase Detection. CoRR (2017)
Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
Process-oriented Iterative Multiple Alignment for Medical Process Mining. CoRR (2017)
Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Semi-Synthetic Trauma Resuscitation Process Data Generator. ICHI (2017)
Sen Yang, Moliang Zhou, Shuhong Chen, Xin Dong, Omar Z. Ahmed, Randall S. Burd, Ivan Marsic
Medical Workflow Modeling Using Alignment-Guided State-Splitting HMM. ICHI (2017)
Yanyi Zhang, Xinyu Li, Jianyu Zhang, Shuhong Chen, Moliang Zhou, Richard A. Farneth, Ivan Marsic, Randall S. Burd
CAR - a deep learning structure for concurrent activity recognition: poster abstract. IPSN (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Concurrent Activity Recognition with Multimodal CNN-LSTM Structure. CoRR (2017)
Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic
A Data-driven Process Recommender Framework. KDD (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Shuhong Chen, Yue Gu, Richard A. Farneth, Ivan Marsic, Randall S. Burd
3D activity localization with multiple sensors: poster abstract. IPSN (2017)
Xinyu Li, Yanyi Zhang, Jianyu Zhang, Moliang Zhou, Shuhong Chen, Yue Gu, Yueyang Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Progress Estimation and Phase Detection for Sequential Processes. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (3) (2017)
Leah Kulp, Aleksandra Sarcevic, Richard A. Farneth, Omar Z. Ahmed, Dung Mai, Ivan Marsic, Randall S. Burd
Exploring Design Opportunities for a Context-Adaptive Medical Checklist Through Technology Probe Approach. Conference on Designing Interactive Systems (2017)
Moliang Zhou, Sen Yang, Xinyu Li, Shuyu Lv, Shuhong Chen, Ivan Marsic, Richard A. Farneth, Randall S. Burd
Evaluation of Trace Alignment Quality and its Application in Medical Process Mining. ICHI (2017)
Sen Yang, Jingyuan Li, Xiaoyi Tang, Shuhong Chen, Ivan Marsic, Randall S. Burd
Process Mining for Trauma Resuscitation. IEEE Intell. Informatics Bull. 18 (1) (2017)
Yue Gu, Xinyu Li, Shuhong Chen, Hunagcan Li, Richard A. Farneth, Ivan Marsic, Randall S. Burd
Language-Based Process Phase Detection in the Trauma Resuscitation. ICHI (2017)
Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic
Process-Oriented Iterative Multiple Alignment for Medical Process Mining. ICDM Workshops (2017)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Aleksandra Sarcevic, Randall S. Burd
Deep Learning for RFID-Based Activity Recognition. SenSys (2016)
Sen Yang, Moliang Zhou, Rachel Webman, JaeWon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Duration-Aware Alignment of Process Traces. ICDM (2016)
Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, JaeWon Yang, Randall S. Burd
Deep neural network for RFID-based activity recognition. S3@MobiCom (2016)
Xinyu Li, Dongyang Yao, Xuechao Pan, Jonathan Johannaman, JaeWon Yang, Rachel Webman, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Activity recognition for medical teamwork based on passive RFID. IEEE RFID (2016)
Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd
Privacy Preserving Dynamic Room Layout Mapping. ICISP (2016)
Siddika Parlak, Ivan Marsic, Aleksandra Sarcevic, Waheed U. Bajwa, Lauren J. Waterhouse, Randall S. Burd
Passive RFID for Object and Use Detection during Trauma Resuscitation. IEEE Trans. Mob. Comput. 15 (4) (2016)
Xinyu Li, Yanyi Zhang, Mengzhu Li, Shuhong Chen, Farneth R. Austin, Ivan Marsic, Randall S. Burd
Online process phase detection using multimodal deep learning. UEMCON (2016)
Aleksandra Sarcevic, Brett J. Rosen, Leah J. Kulp, Ivan Marsic, Randall S. Burd
Design challenges in converting a paper checklist to digital format for dynamic medical settings. PervasiveHealth (2016)
Aleksandra Sarcevic, Zhan Zhang, Ivan Marsic, Randall S. Burd, Leah Kulp
Checklist as a Memory Externalization Tool during a Critical Care Process. AMIA (2016)
Zhan Zhang, Aleksandra Sarcevic, Maria Yala, Randall S. Burd
Informing Digital Cognitive Aids Design for Emergency Medical Work by Understanding Paper Checklist Use. GROUP (2014)
Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Ivan Marsic, Zhan Zhang, Genevieve Tuveson, Randall S. Burd
Balancing design tensions: iterative display design to support ad hoc and multidisciplinary medical teamwork. CHI (2014)
Bradford Winters, Randall S. Burd, Jesse Cirimele, Leslie Wu, Aleksandra Sarcevic
Going Digital: Transforming Medical Checklists for Improved Patient Care. AMIA (2014)
Diana S. Kusunoki, Aleksandra Sarcevic, Zhan Zhang, Randall S. Burd
Understanding visual attention of teams in dynamic medical settings through vital signs monitor use. CSCW (2013)
Ishani Chakraborty, Ahmed M. Elgammal, Randall S. Burd
Video based activity recognition in trauma resuscitation. FG (2013)
Diana S. Kusunoki, Aleksandra Sarcevic, Nadir Weibel, Randall S. Burd
Opportunities for blended interaction in emergency rooms: Coupling displays with digital pen input. PervasiveHealth (2013)
Zhan Zhang, Aleksandra Sarcevic, Randall S. Burd
Supporting Information Use and Retention of Pre-Hospital Information during Trauma Resuscitation: A Qualitative Study of Pre-Hospital Communications and Information Needs. AMIA (2013)
Aleksandra Sarcevic, Nadir Weibel, James D. Hollan, Randall S. Burd
A paper-digital interface for information capture and display in time-critical medical work. PervasiveHealth (2012)
Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Teamwork Errors in Trauma Resuscitation. ACM Trans. Comput. Hum. Interact. 19 (2) (2012)
Siddika Parlak, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd
Introducing RFID technology in dynamic and time-critical medical settings: Requirements and challenges. J. Biomed. Informatics 45 (5) (2012)
Siddika Parlak, Ivan Marsic, Randall S. Burd
Activity recognition for emergency care using RFID. BODYNETS (2011)
Aleksandra Sarcevic, Leysia Palen, Randall S. Burd
Coordinating time-critical work with role-tagging. CSCW (2011)
Aleksandra Sarcevic, Ivan Marsic, Lauren J. Waterhouse, David C. Stockwell, Randall S. Burd
Leadership structures in emergency care settings: A study of two trauma centers. Int. J. Medical Informatics 80 (4) (2011)
Aleksandra Sarcevic, Randall S. Burd
Information handover in time-critical work. GROUP (2009)
Aleksandra Sarcevic, Randall S. Burd
"What's the Story?" Information Needs of Trauma Teams. AMIA (2008)
Aleksandra Sarcevic, Ivan Marsic, Michael E. Lesk, Randall S. Burd
Transactive memory in trauma resuscitation. CSCW (2008)
Aleksandra Sarcevic, Michael E. Lesk, Ivan Marsic, Randall S. Burd
Quantifying adaptation parameters for information support of trauma teams. CHI Extended Abstracts (2008)