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Randall S. Burd
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2020 – today
- 2024
- [c46]Wenjin Zhang, Keyi Li, Sen Yang, Sifan Yuan, Ivan Marsic, Genevieve J. Sippel, Mary S. Kim, Randall S. Burd:
Focusing on What Matters: Fine-grained Medical Activity Recognition for Trauma Resuscitation via Actor Tracking. CVPR Workshops 2024: 4950-4958 - 2023
- [j14]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): 12:1-12:28 (2023) - [j13]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: 104344 (2023) - [j12]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): 1-30 (2023) - [j11]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): 41:1-41:28 (2023) - [c45]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: 213-216 - [c44]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: 1293-1308 - 2022
- [j10]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): 73:1-73:26 (2022) - [c43]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 - [i7]Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic:
Generating Privacy-Preserving Process Data with Deep Generative Models. CoRR abs/2203.07949 (2022) - [i6]Keyi Li, Sen Yang, Travis M. Sullivan, Randall S. Burd, Ivan Marsic:
Exploring Runtime Decision Support for Trauma Resuscitation. CoRR abs/2207.02922 (2022) - 2021
- [j9]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: 102224 (2021) - [j8]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): 12:1-12:33 (2021) - [c42]Angela Mastrianni, Aleksandra Sarcevic, Lauren Chung, Issa Zakeri, Emily Alberto, Zachary P. Milestone, Ivan Marsic, Randall S. Burd:
Designing Interactive Alerts to Improve Recognition of Critical Events in Medical Emergencies. Conference on Designing Interactive Systems 2021: 864-878 - [c41]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: 199-202 - 2020
- [c40]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: 1-13 - [c39]Jalal Abdulbaqi, Yue Gu, Zhichao Xu, Chenyang Gao, Ivan Marsic, Randall S. Burd:
Speech-Based Activity Recognition for Trauma Resuscitation. ICHI 2020: 1-8 - [c38]Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd:
Video-based Concurrent Activity Recognition for Trauma Resuscitation. ICHI 2020: 1-6
2010 – 2019
- 2019
- [c37]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: 547 - [c36]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: 1-6 - 2018
- [j7]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: 155-167 (2018) - [c35]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: 29-35 - [c34]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: 36-43 - [c33]Jingyuan Li, Sen Yang, Shuhong Chen, Fei Tao, Ivan Marsic, Randall S. Burd:
Discovering Interpretable Medical Workflow Models. ICHI 2018: 437-439 - 2017
- [j6]Sen Yang, Jingyuan Li, Xiaoyi Tang, Shuhong Chen, Ivan Marsic, Randall S. Burd:
Process Mining for Trauma Resuscitation. IEEE Intell. Informatics Bull. 18(1): 15-19 (2017) - [j5]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): 73:1-73:20 (2017) - [c32]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: 57-68 - [c31]Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic:
Process-Oriented Iterative Multiple Alignment for Medical Process Mining. ICDM Workshops 2017: 438-445 - [c30]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: 144-153 - [c29]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: 239-247 - [c28]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: 258-267 - [c27]Sen Yang, Yichen Zhou, Yifeng Guo, Richard A. Farneth, Ivan Marsic, Randall S. Burd:
Semi-Synthetic Trauma Resuscitation Process Data Generator. ICHI 2017: 573 - [c26]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: 297-298 - [c25]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: 299-300 - [c24]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: 2111-2120 - [c23]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: 1059-1067 - [i5]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 abs/1702.01638 (2017) - [i4]Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd:
Online People Tracking and Identification with RFID and Kinect. CoRR abs/1702.03824 (2017) - [i3]Moliang Zhou, Sen Yang, Shuyu Lv, Xinyu Li, Shuhong Chen, Ivan Marsic, Randall S. Burd:
A Framework for Evaluating Trace Alignments. CoRR abs/1702.04719 (2017) - [i2]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 abs/1702.08623 (2017) - [i1]Shuhong Chen, Sen Yang, Moliang Zhou, Randall S. Burd, Ivan Marsic:
Process-oriented Iterative Multiple Alignment for Medical Process Mining. CoRR abs/1709.05440 (2017) - 2016
- [j4]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): 924-937 (2016) - [c22]Aleksandra Sarcevic, Zhan Zhang, Ivan Marsic, Randall S. Burd, Leah Kulp:
Checklist as a Memory Externalization Tool during a Critical Care Process. AMIA 2016 - [c21]Xinyu Li, Yanyi Zhang, Ivan Marsic, Randall S. Burd:
Privacy Preserving Dynamic Room Layout Mapping. ICISP 2016: 61-70 - [c20]Sen Yang, Moliang Zhou, Rachel Webman, JaeWon Yang, Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd:
Duration-Aware Alignment of Process Traces. ICDM 2016: 379-393 - [c19]Xinyu Li, Yanyi Zhang, Mengzhu Li, Ivan Marsic, JaeWon Yang, Randall S. Burd:
Deep neural network for RFID-based activity recognition. S3@MobiCom 2016: 24-26 - [c18]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: 33-40 - [c17]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: 34-42 - [c16]Xinyu Li, Yanyi Zhang, Ivan Marsic, Aleksandra Sarcevic, Randall S. Burd:
Deep Learning for RFID-Based Activity Recognition. SenSys 2016: 164-175 - [c15]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: 1-7 - 2014
- [c14]Bradford Winters, Randall S. Burd, Jesse Cirimele, Leslie Wu, Aleksandra Sarcevic:
Going Digital: Transforming Medical Checklists for Improved Patient Care. AMIA 2014 - [c13]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: 3777-3786 - [c12]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: 204-214 - 2013
- [c11]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 - [c10]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: 527-540 - [c9]Ishani Chakraborty, Ahmed M. Elgammal, Randall S. Burd:
Video based activity recognition in trauma resuscitation. FG 2013: 1-8 - [c8]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: 288-289 - 2012
- [j3]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): 958-974 (2012) - [j2]Aleksandra Sarcevic, Ivan Marsic, Randall S. Burd:
Teamwork Errors in Trauma Resuscitation. ACM Trans. Comput. Hum. Interact. 19(2): 13:1-13:30 (2012) - [c7]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: 17-24 - 2011
- [j1]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): 227-238 (2011) - [c6]Siddika Parlak, Ivan Marsic, Randall S. Burd:
Activity recognition for emergency care using RFID. BODYNETS 2011: 40-46 - [c5]Aleksandra Sarcevic, Leysia Palen, Randall S. Burd:
Coordinating time-critical work with role-tagging. CSCW 2011: 465-474
2000 – 2009
- 2009
- [c4]Aleksandra Sarcevic, Randall S. Burd:
Information handover in time-critical work. GROUP 2009: 301-310 - 2008
- [c3]Aleksandra Sarcevic, Randall S. Burd:
"What's the Story?" Information Needs of Trauma Teams. AMIA 2008 - [c2]Aleksandra Sarcevic, Michael E. Lesk, Ivan Marsic, Randall S. Burd:
Quantifying adaptation parameters for information support of trauma teams. CHI Extended Abstracts 2008: 3303-3308 - [c1]Aleksandra Sarcevic, Ivan Marsic, Michael E. Lesk, Randall S. Burd:
Transactive memory in trauma resuscitation. CSCW 2008: 215-224
Coauthor Index
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last updated on 2024-10-11 17:29 CEST by the dblp team
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