Publications

This page provides a complete list of VACLab publications and includes links to full text PDFs for most manuscripts. The publication list also includes a number of publications co-authored by Professor David Gotz that predate the VACLab’s founding in 2013.

Arran Zeyu Wang, David Borland, Tabitha C. Peck, David Gotz (2025). Causal Priors and Their Influence on Judgements of Causality in Visualized Data. IEEE TVCG (To Appear, Volume 31, Number 1).

PDF DOI arXiv

Arran Zeyu Wang, David Borland, David Gotz (2025). Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis. IEEE TVCG (To Appear, Volume 31, Number 1).

PDF DOI arXiv

Alessio Arleo, Annie T Chen, David Gotz, Swaminathan Kandaswamy, Jürgen Bernard (2024). Reflections on interactive visualization of electronic health records: past, present, future. Journal of the American Medical Informatics Association (JAMIA) (Volume 31, Issue 11).

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Alessio Arleo, Annie T Chen, David Gotz, Swaminathan Kandaswamy, Jürgen Bernard (2024). Special Issue on Interactive Visualization of Health Data for Digital and Personal Health (Guest Editors). Journal of the American Medical Informatics Association (JAMIA) (Volume 31, Issue 11).

Arran Zeyu Wang, David Borland, David Gotz (2024). Leveraging LLMs to Infer Causality from Visualized Data: Alignments and Deviations from Human Judgements. Poster Proceedings of IEEE VIS.

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Zhehao Wang, Arran Zeyu Wang, David Borland, David Gotz (2024). CausalSynth: An Interactive Web Application for Synthetic Dataset Generation and Visualization with User-Defined Causal Relationships. Poster Proceedings of IEEE VIS.

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Arran Zeyu Wang, David Borland, David Gotz (2024). A framework to improve causal inferences from visualizations using counterfactual operators. Information Visualization (Online Ahead of Print).

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Elizabeth M Nazzal, David Gotz, Hillary M Heiling, Allison M Deal, Kara Giannone, Deborah Usinger, Susan Blalock, Antonia V Bennett, Matthew E Nielsen, Daniel S Reuland, Alex S Harris, Allison Lazard, Greg Sacks, Ethan M Basch, Hung-Jui Tan (2024). Gist overrides numeric risk perception in surgical decision-making. American Urological Association (AUA) Annual Meeting Abstract.

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Hung-Jui Tan, Brooke N Spratte, Allison M Deal, Hillary M Heiling, Elizabeth M Nazzal, William D Meeks, Raymond Fang, Randall Teal, Maihan B Vu, Antonia V Bennett, Susan Blalock, Arlene E Chung, David Gotz, Matthew E Nielsen, Daniel S Reuland, Alex S Harris, Ethan M Basch (2024). Clinical Decision Support in Surgery: A Mixed Methods Study on Design and Implementation Perspectives from Urologists. Journal of Urology (Volume 190, August Issue).

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Arran Zeyu Wang, David Borland, David Gotz (2024). An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference. Information Visualization (Volume 23, Issue 2).

PDF DOI arXiv

David Borland, Arran Zeyu Wang, David Gotz (2024). Using Counterfactuals to Improve Causal Inferences from Visualizations. IEEE CG&A (Volume 44, Issue 1).

PDF DOI arXiv

Rui Sheng, Leni Yang, Haotian Li, Yan Luo, Ziyang Xu, Zhilan Zhou, David Gotz, Huamin Qu (2023). Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations. Demo Proceedings of ACM UIST.

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Arran Zeyu Wang, David Borland, David Gotz (2023). Countering Simpson’s Paradox with Counterfactuals. Poster Proceedings of IEEE VIS.

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Mengtian Guo, David Gotz, Yue Wang (2023). How Does Imperfect Automatic Indexing Affect Semantic Search Performance?. Proceedings of the 6th International Workshop on Health Natural Language Processing (HealthNLP).

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Shayan Monadjemi, Mengtian Guo, David Gotz, Roman Garnett, Alvitta Ottley (2023). Human-Computer Collaboration for Visual Analytics: an Agent-based Framework. Computer Graphics Forum (Proceedings of EuroVis 2023).

PDF DOI arXiv

Mengtian Guo, Zhilan Zhou, David Gotz, Yue Wang (2023). GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search. ACM TiiS (Volume 13, Issue 2).

PDF Video DOI arXiv

Hung-Jui Tan, Arlene E Chung, David Gotz, Allison M Deal, Hillary M Heiling, Randall Teal, Maihan Vu, William D Meeks, Raymond Fang, Antonia V Bennett, Matthew E Nielsen, Ethan M Basch (2023). Electronic Health Record Use and Perceptions Among Urologic Surgeons. Applied Clinical Informatics (ACI) (Volume 14, Issue 2).

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Hung-Jui Tan, David Gotz, Hillary M Heiling, Allison M Deal, Kara Giannone, Deborah Usinger, Susan Blalock, Antonia V Bennett, Matthew E Nielsen, Daniel S Reuland, Alex S Harris, Allison Lazard, Greg Sacks, Ethan M Basch (2023). Visual and numeric risk information reduces variation in surgeon risk perception: results from a randomized, clinical vignette experiment. Journal of Urology (Volume 209, Issue Supplement 4).

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Hung-Jui Tan, David Gotz, Hillary M Heiling, Allison M Deal, Kara Giannone, Deborah Usinger, Susan Blalock, Antonia V Bennett, Matthew E Nielsen, Daniel S Reuland, Alex S Harris, Allison Lazard, Greg Sacks, Ethan M Basch (2023). The effect of visual and numeric risk information on surgeon behavior: a randomized, clinical vignette experiment. Journal of Urology (Volume 209, Issue Supplement 4).

Zhilan Zhou, Wenyuan Wang, Mengtian Guo, Yue Wang, David Gotz (2023). A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms. IEEE TVCG (Volume 29, Number 1).

PDF DOI arXiv

Natthawut Adulyanukosol, David Gotz (2022). Expanding the Existing Cadence Event Sequence Visual Analysis Tool to Support the Standardized Data Model OMOP CDM. Visual Analytics in Healthcare.

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David Borland, David Gotz (2022). Digestable: Condensed Views of Tabular Data. IEEE VIS Posters.

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Natthawut Adulyanukosol, David Gotz (2022). A survey of OMOP CDM-compatible visualization tools & what the community may do to support tool development and adoption. OHDSI Symposium 2022.

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Smiti Kaul, David Borland, Nan Cao, David Gotz (2022). Improving Visualization Interpretation Using Counterfactuals. IEEE TVCG (Volume 28, Number 1).

PDF DOI Presentation arXiv

Alex Rich, Cameron Yick, David Gotz (2021). Local, Interactive, and Actionable: A Pandemic Behavioral Nudge. Visualization for Social Good.

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Hung-Jui Tan, Allison Deal, Antonia Bennett, Susan Blalock, Alex Sox-Harris, Daniel Reuland, Arlene Chung, David Gotz, Matthew Nielsen, Ethan Basch (2021). Risk Prediction Tools in an Intuition-Based World: A Mixed Methods Study of Urologic Surgeons. American Urological Association (AUA) Annual Meeting Abstract.

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David Borland, Irena Brain, Karamarie Fecho, Emily Pfaff, Hao Xu, James Champion, Chris Bizon, David Gotz (2021). Enabling Longitudinal Exploratory Analysis of Clinical COVID Data. Visual Analytics in Healthcare.

PDF DOI Presentation arXiv

Yu Guo, Shunan Guo, Zhuochen Jin, Smiti Kaul, David Gotz, Nan Cao (2021). A Survey on Visual Analysis of Event Sequence Data. IEEE TVCG (Early Access).

PDF DOI arXiv

Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao (2021). Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison. IEEE TVCG (Early Access).

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Danqing Shi, Fuling Sun, Xinyue Xu, Xingyu Lan, David Gotz, Nan Cao (2021). AutoClips: An Automatic Approach to Video Generation from Data Facts. Computer Graphics Forum (Volume 40, Number 3, Proceedings of EuroVis 2021).

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Zhilan Zhou, Ximing Wen, Yue Wang, David Gotz (2021). Modeling and Leveraging Analytic Focus During Exploratory Visual Analysis. ACM CHI Conference on Human Factors in Computing Systems.

PDF DOI Presentation arXiv

Yue Wang, David Gotz, Ethan M Basch, Arlene E Chung (2021). An Evaluation of Clinical Natural Language Processing Systems to Extract Symptomatic Adverse Events from Patient-Authored Free-Text Narratives. American Medical Informatics Association (AMIA) Informatics Summit Podium Abstract.

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Zhuochen Jin, Shunan Guo, Nan Chen, Daniel Weiskopf, David Gotz, Nan Cao (2021). Visual Causality Analysis of Event Sequence Data. IEEE TVCG (Volume 27, Issue 2).

PDF Video DOI arXiv

David Borland, Jonathan Zhang, Smiti Kaul, David Gotz (2021). Selection-Bias-Corrected Visualization via Dynamic Reweighting. IEEE TVCG (Volume 27, Issue 2).

PDF Video DOI arXiv

Hung-Jui Tan, Allison Deal, Antonia Bennett, Susan Blalock, Arlene Chung, David Gotz, Matthew Nielsen, Dan Reuland, Alex Sox-Harris, Ethan Basch (2020). Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support. American Medical Informatics Association (AMIA) Annual Symposium Posters.

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David Gotz, Jonathan Zhang, Smiti Kaul, Georgiy Bobashev, David Borland (2020). Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses. American Medical Informatics Association (AMIA) Annual Symposium Podium Abstract.

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Smiti Kaul, Cameron Coleman, David Gotz (2020). A Rapidly Deployed Interactive Online Visualization System to Support Fatality Management During the COVID-19 Pandemic. JAMIA (Volume 27, Issue 12).

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Cameron Coleman, David Gotz, Samantha Eaker, Elaine James, Thomas Bice, Shannon Carson, Saif Khairat (2020). Analysing EHR Navigation Patterns and Digital Workflows Among Physicians During ICU Pre-Rounds. Health Information Management Journal (Online ahead of print).

PDF DOI PubMed

Zhuochen Jin, Shuyuan Cui, Shunan Guo, David Gotz, Jimeng Sun, Nan Cao (2020). CarePre: An Intelligent Clinical Decision Assistance System. ACM Transactions on Computing for Healthcare (Volume 1, Issue 1).

PDF DOI arXiv

David Gotz, Jonathan Zhang, Wenyuan Wang, Joshua Shrestha, David Borland (2020). Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation. IEEE TVCG (Volume 26, Issue 1).

PDF Video DOI Presentation arXiv

David Borland, Wenyuan Wang, Jonathan Zhang, Joshua Shrestha, David Gotz (2020). Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data. IEEE TVCG (Volume 26, Issue 1).

PDF Video DOI Presentation arXiv

Shunan Guo, Zhuochen Jin, Qing Chen, David Gotz, Hongyuan Zha, Nan Cao (2019). Visual Anomaly Detection in Event Sequence Data. IEEE Big Data.

PDF DOI arXiv

Tim Coleman, Lucas Mentch, Kimberly Glass, David Gotz, Nils Gehlenborg, Arlene E Chung (2019). Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data. American Medical Informatics Association (AMIA) Annual Symposium Podium Abstract.

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Arlene E Chung, Kimberly Glass, Jacob Leisey-Bartsch, Lucas Mentch, Nils Gehlenborg, David Gotz (2019). Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health. American Medical Informatics Association (AMIA) Annual Symposium Podium Abstract.

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Jonathan Zhang, David Borland, Wenyuan Wang, Joshua Shrestha, David Gotz (2019). Dynamic Hierarchical Aggregation, Selection Bias Tracking, and Detailed Subset Comparison for High-Dimensional Event Sequence Data. Visual Analytics in Healthcare (VAHC) Workshop Posters.

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Bryce Morrow, Trevor Manz, Arlene E Chung, Nils Gehlenborg, David Gotz (2019). Periphery Plots for Contextualizing Heterogeneous Time-Based Data. IEEE VIS.

PDF Video DOI Presentation arXiv

Han Yu, Brian Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, Rachael Hageman Blair (2019). Bootstrapping estimates of stability for clusters, observations and model selection. Computational Statistics (Volume 34, Issue 1).

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Danny T Y Wu, Annie T Chen, John D Manning, Gal Levy-Fix, Uba Backonja, David Borland, Jesus J Caban, Dawn W Dowding, Harry Hochheiser, Vadim Kagan, Swaminathan Kandaswamy, Manish Kumar, Alexis Nunez, Eric Pan, David Gotz (2019). Evaluating Visual Analytics for Health Informatics Applications: A Systematic Review from the AMIA VIS Working Group Task Force on Evaluation. JAMIA (Volume 26, Issue 4).

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David Gotz, Wenyuan Wang, Annie T Chen, David Borland (2019). Visualization Model Validation via Inline Replication. Information Visualization (Volume 18, Issue 4).

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Shunan Guo, Zhuochen Jin, David Gotz, Fan Du, Hongyuan Zha, Nan Cao (2019). Visual Progression Analysis of Event Sequence Data. IEEE TVCG (Volume 25, Issue 1).

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Yingcai Wu, Nan Cao, Steffen Koch, David Gotz (2019). Special Issue on Visual Analytics (Guest Editors). ACM Transactions on Intelligent Systems and Technology (TIST) (Volume 10, Issue 1).

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Wanchen Zhao, David Borland, Arlene E Chung, David Gotz (2018). Visual Cohort Queries for High-Dimensional Data: A Design Study. Visual Analytics in Healthcare (VAHC) Workshop.

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David Borland, Wenyuan Wang, David Gotz (2018). Contextual Visualization: Making the Unseen Visible to Combat Bias During Visual Analysis. IEEE CG&A (Volume 38, Issue 6).

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Sigfried Gold, Andrea Batch, Robert McClure, Guoqian Jiang, Hadi Kharrazi, Rishi Saripalle, Vojtech Huser, Chunhua Weng, Nancy Roderer, Ana Szarfman, Niklas Elmqvist, David Gotz (2018). Clinical Concept Value Sets and Interoperability in Health Data Analytics. AMIA Annual Symposium.

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Yufei Zhang, David Borland, David Gotz (2018). Increasing Understanding of Survey Re-Weighting with Visualization. IEEE VIS Posters.

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David Borland, David Gotz (2018). Dual View: Multivariate Visualization Using Linked Layouts of Objects and Dimensions. IEEE VIS Posters.

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Arlene E Chung, Ashley C Griffin, Dasha Selezneva, David Gotz (2018). Health and Fitness Apps for Hands-Free Voice-Activated Assistants: Content Analysis. JMIR mHealth uHealth (Volume 6, Issue 9).

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Hanfei Lin, Siyuan Gao, David Gotz, Fan Du, Jingrui He, Nan Cao (2018). RCLens: Interactive Rare Category Exploration and Identification. IEEE TVCG (Volume 24, Issue 7).

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Saif Khairat, George Cameron Coleman, Samantha Russomagno, David Gotz (2018). Assessing the Status Quo of EHR Accessibility, Usability, and Knowledge Dissemination. eGEMS (Volume 6, Issue 1).

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Ke Xu, Shunan Guo, Nan Cao, David Gotz, Aiwen Xu, Huamin Qu, Zhenjie Yao, Yixin Chen (2018). ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection. ACM CHI Conference on Human Factors in Computing Systems.

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Yingcai Wu, Nan Cao, David Gotz, Steffen Koch (2018). Visual Analytics: Towards Human Machine Intelligence. Shonan Meeting Report No. 2018-2.

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Nan Cao, Yu-Ru Lin, David Gotz, Fan Du (2018). Z-Glyph: Visualizing Outliers in Multivariate Data. Information Visualization (Volume 17, Issue 1).

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Shunan Guo, Ke Xu, Rongwen Zhao, David Gotz, Hongyuan Zha, Nan Cao (2018). EventThread: Visual Summarization and Stage Analysis of Event Sequence Data. IEEE TVCG (Volume 24, Issue 1).

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Arlene E Chung, David Gotz, Bryce B Reeve, Ethan M Basch (2017). Clinician Perspectives on Barriers and Facilitators for Implementing Patient-Generated Health Data into Clinical Care. Abstract and Oral Presentation at AcademyHealth Science of Dissemination and Implementation Conference.

David Gotz, Shun Sun, Nan Cao, Rita Kundu, and Anne-Marie Meyer (2017). Adaptive Contextualization Methods for Combating Selection Bias During High-Dimensional Visualization. ACM TiiS (Volume 7, Issue 4).

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David Gotz, Rashnil Chaturvedi (2017). Interactive Temporal Feature Construction: A User-Driven Approach to Predictive Model Development. IEEE VIS Posters.

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Manish Kumar, David Gotz, Tara Nutley, Jason B Smith (2017). Research gaps in routine health information system design barriers to data quality and use in low‐ and middle‐income countries: A literature review. International Journal of Health Planning and Management (Volume 33, Issue 1).

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Chanin T Woods, Lela Lackey, Benfeard Williams, Nikolay V. Dokholyan, David Gotz, Alain Laederach (2017). Comparative Visualization of the RNA Suboptimal Conformational Ensemble In Vivo. Biophysical Journal (Volume 113, Issue 2).

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David Gotz, David Borland (2017). Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization. IEEE Computing Edge (January 2017).

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Rachael Hageman Blair, Brian Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Mathews Jacob, Han Yu (2016). Flexible bootstrapping and analytic approaches towards the clustering of complex medical data. NIH Big Data to Knowledge (BD2K) All Hands Meeting Posters.

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Shunan Guo, Chaoguang Lin, David Gotz, Bo Jin, Hongyuan Zha, Linhua Shu, Nan Cao (2016). Understanding Care Plans of Community Acquired Pneumonia Based on Sankey Diagram. Visual Analytics in Healthcare (VAHC) Workshop.

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David Gotz, David Borland, Jesus Caban, Dawn Dowding, Brian Fisher, Vadim Kagan, and Danny T Y Wu (2016). Evaluating Visual Analytics for Health Informatics Applications: A Progress Report from the AMIA VIS Working Group Task Force on Evaluation. Visual Analytics in Healthcare (VAHC) Workshop.

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Nan Cao, Yingcai Wu, David Gotz, Daniel Keim, Yap-Peng Tan (2016). Special Issue on Visualization and Visual Analytics for Multimedia (Guest Editors). IEEE Transactions on Multimedia (Volume 18, Issue 11).

Yingcai Wu, Nan Cao, David Gotz, Yap-Peng Tan, Daniel Keim (2016). A Survey on Visual Analytics of Social Media Data. IEEE Transactions on Multimedia (Volume 18, Issue 11).

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David Gotz (2016). Soft Patterns: Moving Beyond Explicit Sequential Patterns During Visual Analysis of Longitudinal Event Datasets. IEEE VIS Workshop on Temporal and Sequential Event Analysis.

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Nan Cao, Yingcai Wu, David Gotz, Daniel Keim, Yap-Peng Tan (2016). Guest Editorial: Visual Analytics in Multimedia--Opportunities and Research Challenges. IEEE Trans. on Multimedia (Volume 18, Issue 11).

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David Gotz, David Borland (2016). Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization. IEEE CG&A (Volume 36, Issue 3).

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David Gotz, Shun Sun, Nan Cao (2016). Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection. ACM International Conference on Intelligent User Interfaces (IUI).

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Nan Cao, Yu-Ru Lin, David Gotz (2016). UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data. IEEE TVCG (Volume 22, Issue 2).

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Manish Kumar, David Gotz (2016). System Design Barriers to HIS Data Use in Low and Middle-income Countries: A Literature Review. University of North Carolina at Chapel Hill School of Information and Library Science Technical Report 2016-01.

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Brian Chapman, Arianna Di Florio, Ellen Eischen, David Gotz, Rachael Hageman Blair, Mathews Jacob (2015). Interactive Ensemble clustering for mixed data with application to mood disorders. NIH Big Data to Knowledge (BD2K) All Hands Meeting Posters.

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David Gotz, Shun Sun (2015). Visual Assessment of Cohort Divergence During Iterative Cohort Selection. Visual Analytics in Healthcare (VAHC) Workshop.

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Zhiyuan Zhang, David Gotz, Adam Perer (2015). Iterative Cohort Analysis and Exploration. Information Visualization (Volume 14, Issue 4).

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David Gotz, Jesus Caban, Annie T Chen (2015). Visual Analytics for Healthcare. Healthcare Data Analytics (Chapman and Hall/CRC Press).

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Anne-Marie Meyer, David Gotz (2015). A New Privacy Debate. Science (Volume 348, Issue 6231).

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Jesus J Caban, David Gotz (2015). Visual analytics in healthcare – opportunities and research challenges. JAMIA (Volume 22, Issue 2).

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Jesus Caban, David Gotz (2015). Special Issue on Visualization (Guest Editors). Journal of the American Medical Informatics Association (JAMIA) (Volume 22, Issue 2).

Yu-Ru Lin, Nan Cao, David Gotz, Lu Lu (2014). UnTangle: Visual Mining for Data with Uncertain Multi-Labels Via Triangle Map. IEEE ICDM.

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Grace Shin, Samuel McLean, June Hu, David Gotz (2014). Visualizing Temporal Patterns by Clustering Patients. Visual Analytics in Healthcare (VAHC) Workshop.

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Charles D Stolper, Adam Perer, David Gotz (2014). Progressive Visual Analytics. IEEE TVCG (Volume 20, Issue 12).

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David Gotz, Jesus Caban (2014). Proceedings of the 5th Visual Analytics in Healthcare Workshop. Visual Analytics in Healthcare (VAHC) Workshop.

David Gotz, Jimeng Sun (2014). Visualizing Accuracy to Improve Predictive Model Performance. IEEE VIS Workshop on Visualization for Predictive Analytics.

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David Gotz, Harry Stavropoulos (2014). DecisionFlow: Visual Analytics for High-Dimensional Temporal Event Sequence Data. IEEE TVCG (Volume 20, Issue 12).

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David Gotz, Fei Wang, Adam Perer (2014). A Methodology for Interactive Mining and Visual Analysis of Clinical Event Patterns Using Electronic Health Record Data. JBI (Volume 48, April).

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David Gotz, Jesus Caban (2013). Proceedings of the 4th Visual Analytics in Healthcare Workshop. Visual Analytics in Healthcare (VAHC) Workshop.

David Gotz, Nan Cao, Esther Goldbraich, Boaz Carmeli (2013). GapFlow: Visualizing Gaps in Care for Medical Treatment Plans. IEEE VIS Posters.

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Steven Steinhubl, Jimeng Sun, Rajakrishnan Vijayakrishnan, Roy Byrd, Zahra Daar, David Gotz, Shahram Ebadollahi, Walter Stewart (2013). A3-2: The Signs and Symptoms of Heart Failure are Frequently Documented to Wax and Wane in Years Prior to a Clinical Diagnosis of Heart Failure: Data from 4,644 Patients Followed in Primary Care. Clinical Medicine and Research (Volume 11, Number 3).

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George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Baoxin Li, Fatih Porikli, Victor B Zordan, James T Klosowski, Sabine Coquillart, Xun Luo, Min Chen, David Gotz (2013). Advances in Visual Computing – Proceedings of the 9th International Symposium on Visual Computing, Part II. Lecture Notes in Computer Science (Volume 8034).

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George Bebis, Richard Boyle, Bahram Parvin, Darko Koracin, Baoxin Li, Fatih Porikli, Victor B Zordan, James T Klosowski, Sabine Coquillart, Xun Luo, Min Chen, David Gotz (2013). Advances in Visual Computing – Proceedings of the 9th International Symposium on Visual Computing, Part I. Lecture Notes in Computer Science (Volume 8033).

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Adam Perer, David Gotz (2013). Visualizations to Support Patient-Clinician Communication of Care Plans. ACM CHI Workshop on Patient-Clinician Communication.

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Adam Perer, David Gotz (2013). Data-driven exploration of care plans for patients. ACM CHI Conference on Human Factors in Computing Systems, Extended Abstracts.

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David Gotz, Krist Wongsuphasawat (2012). Exploring Flow, Factors, and Outcomes of Temporal Event Sequences with the Outflow Visualization. IEEE TVCG (Volume 18, Issue 12).

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David Gotz, Jesus Caban (2012). Proceedings of the 3rd Visual Analytics in Healthcare Workshop. Visual Analytics in Healthcare (VAHC) Workshop.

David Gotz, Krist Wongsuphasawat (2012). Interactive Intervention Analysis. AMIA Annual Symposium.

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David Gotz, Harry Stavropoulos, Jimeng Sun, Fei Wang (2012). ICDA: A Platform for Intelligent Care Delivery Analytics. AMIA Annual Symposium.

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Zhiyuan Zhang, David Gotz, Adam Perer (2012). Interactive Visual Patient Cohort Analysis. Visual Analytics in Healthcare (VAHC) Workshop.

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David Gotz, Jimeng Sun, Nan Cao (2012). Multifaceted Visual Analytics for Healthcare Applications. IBM Journal of Research and Development (Volume 56, Issue 5).

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Jesus Caban, David Gotz (2012). 2011 Workshop on Visual Analytics in Healthcare: Understanding the Physician Perspective. SIGHIT Record (Volume 2, Number 1).

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Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu (2011). SolarMap: Multifaceted Visual Analytics for Topic Exploration. IEEE International Converence on Data Mining (ICDM).

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Nan Cao, David Gotz, Jimeng Sun, Huamin Qu (2011). DICON: Interactive Visual Analysis of Multidimentional Clusters. IEEE Transactions on Visualization and Computer Graphics (Volume 17, Issue 12).

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David Gotz, Jesus Caban (2011). Proceedings of the 2nd Visual Analytics in Healthcare Workshop. Visual Analytics in Healthcare (VAHC) Workshop.

David Gotz, Jimeng Sun, Nan Cao, Shahram Ebadollahi (2011). Visual Cluster Analysis in Support of Clinical Decision Intelligence. American Medical Informatics Association (AMIA) Annual Symposium.

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Krist Wongsuphasawat, David Gotz (2011). Outflow: Visualizing Patient Flow by Symptoms and Outcome. Visual Analytics in Healthcare (VAHC) Workshop.

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Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu (2011). ChronAtlas: A Visualization for Dynamic Topic Exploration. IEEE VIS Posters.

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Joseph P Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F Cody, Shahram Ebadollahi, Alexandre Evmievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone W A Grandison, Daniel Gruhl, Peter J Haas, Mark J H Hsiao, Pei-Yun Sabrina Hseuh, Jianying Hu, Joseph M Jasinski, James H Kaufman, Cheryl A Kieliszewski, Martin S Kohn, Sarah K Knoop, Paul P Maglio, Ronald L Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sonda Renly, Pat Selinger, Amnon Shabo, Robert K Sorrentino, Jimeng Sun, Tanveer Syeda-Mahmood, Wang-Chiew Tan, Ying Y Y Tao, Reza Yaesoubi, Xinxin Zhu (2011). Information Technology for Healthcare Transformation. IBM Journal of Research and Development (Volume 55, Issue 5).

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David Gotz, Jimeng Sun (2011). IEEE VisWeek Workshop on Visual Analytics in Health Care 2010. SIGHIT Record (Volume 1, Number 1).

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David Gotz (2011). Dynamic Voronoi Treemaps: A Visualization Technique for Time-Varying Hierarchical Data. IBM Research Technical Report RC25132.

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Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu (2010). FacetAtlas: Multifaceted Visualization for Rich Text Corpora. IEEE Transactions on Visualization and Computer Graphics (Volume 16, Issue 6).

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David Gotz, Jimeng Sun (2010). Proceedings of the 1st Visual Analytics in Healthcare Workshop. Visual Analytics in Healthcare (VAHC) Workshop.

Shahram Ebadollahi, Jimeng Sun, David Gotz, Jianying Hu, Daby Sow, Chalapathy Neti (2010). Predicting Patient's Trajectory of Physiological Data using Temporal Trends in Similar Patients: A System for Near-Term Prognostics. American Medical Informatics Association (AMIA) Annual Symposium.

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Jimeng Sun, David Gotz, Nan Cao (2010). A Visualization Tool for Navigation of Online Disease Literature. American Medical Informatics Association (AMIA) Annual Symposium Posters.

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Jimeng Sun, David Gotz, Nan Cao (2010). DiseaseAtlas: Multi-facet Visual Analytics for Online Disease Articles. IEEE Engineering in Medicine and Biology Society (EMBC).

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David Gotz, Zhen Wen, Jie Lu, Peter Kissa, Nan Cao, Wei Hong Qian, Shi Xia Liu, Michelle X Zhou (2010). HARVEST: An Intelligent Visual Analytic Tool for the Masses. ACM Intelligent User Interfaces (IUI) Workshop on Intelligent Visual Interfaces for Text Analysis.

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David Gotz, Michelle X Zhou (2009). Characterizing User’s Visual Analytic Activity for Insight Provenance. Information Visualization (Volume 8, Issue 1).

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Yedendra Shrinivasan, David Gotz, Jie Lu (2009). Connecting the Dots in Visual Analysis. IEEE Visual Analytics Science and Technology (VAST) Conference.

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Yedendra Shrinivasan, David Gotz (2009). Connecting the Dots with Related Notes. ACM CHI Conference on Human Factors in Computing Systems, Extended Abstracts.

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Wen-Huang Cheng, David Gotz (2009). Context-Based Page Unit Recommendation for Web-Based Sensemaking Tasks. ACM International Conference on Intelligent User Interfaces (IUI).

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David Gotz, Zhen Wen (2009). Behavior-Driven Visualization Recommendation. ACM International Conference on Intelligent User Interfaces (IUI).

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David Gotz, Michelle X Zhou (2008). Characterizing Users' Visual Analytic Activity for Insight Provenance. IEEE Visual Analytics Science and Technology (VAST).

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David Gotz, Zhen Wen, Jie Lu, Peter Kissa, Michelle X Zhou, Nan Cao, Wei Hong Qian, Shi Xia Lui (2008). HARVEST – Visualization and Analysis for the Masses. IEEE Visualization Posters.

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Wen-Huang Cheng, David Gotz (2008). Context-Based Page Unit Recommendation for Web-Based Sensemaking Tasks. International World Wide Web Conference (WWW) Posters.

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David Gotz, Michelle X Zhou (2008). An Empirical Study of User Interaction Behavior During Visual Analysis. IBM Research Technical Report RC24525.

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Ketan Mayer-Patel, David Gotz (2007). Scalable and Adaptive Streaming for Non-Linear Media. IEEE MultiMedia (Volume 14, Issue 3).

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David Gotz (2007). The ScratchPad: Sensemaking Support for the Web. International World Wide Web Conference (WWW) Posters.

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David Gotz, Michelle X Zhou, Vikram Aggarwal (2006). Interactive Visual Synthesis of Analytic Knowledge. IEEE Visual Analytics Science and Technology (VAST).

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David Gotz (2006). Scalable and Adaptive Streaming for Non-Linear Media. ACM Multimedia.

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David Gotz, Michelle X Zhou, Zhen Wen (2006). A Study of Information Gathering and Result Processing in Intelligence Analysis. ACM Intelligent User Interfaces (IUI) Workshop on Intelligent User Interfaces for Intelligence Analysis.

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David Gotz (2005). Channel Set Adaptation: Scalable and Adaptive Streaming for Non-Linear Media. University of North Carolina at Chapel Hill Department of Computer Science Ph.D. Dissertation.

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David Gotz, Ketan Mayer-Patel (2005). GAL: A Middleware Library for Multidimensional Adaptation. University of North Carolina at Chapel Hill Department of Computer Science Technical Report TR05-023.

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David Gotz, Ketan Mayer-Patel (2005). Scalable and Adaptive Streaming for Non-Linear Media. University of North Carolina at Chapel Hill Department of Computer Science Technical Report TR05-022.

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David Gotz, Ketan Mayer-Patel (2005). A Framework for Scalable Delivery of Digitized Spaces. International Journal on Digital Libraries (Volume 5, Issue 3).

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Brian Begnoche, David Gotz, Ketan Mayer-Patel (2005). The Design and Implementation of StrandCast. University of North Carolina at Chapel Hill Department of Computer Science Technical Report TR05-004.

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David Gotz (2004). Supporting Adaptive Remote Access to Multiresolutional or Hierarchical Data for Large User Groups. ACM Multimedia Doctoral Symposium.

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David Gotz, Ketan Mayer-Patel (2004). A General Framework for Multidimensional Adaptation. ACM Multimedia.

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David Gotz, Ketan Mayer-Patel, Dinesh Manocha (2002). IRW: An Incremental Representation for Image-Based Walkthroughs. ACM Multimedia.

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Ruigang Yang, David Gotz, Justin Hensley, Herman Towles, Michael S Brown (2001). PixelFlex: A Reconfigurable Multi-Projector Display System. IEEE Visualization.

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David Gotz (2001). The Design and Implementation of PixelFlex: A Reconfigurable Multi-Projector Display System. University of North Carolina at Chapel Hill Department of Computer Science Technical Report TR01-025.

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David Gotz (2001). Design Considerations for a Multi-Projector Display Rendering Cluster. University of North Carolina at Chapel Hill Department of Computer Science Integrative Paper.

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Jarrell Pair, Carlos Jensen, Jeff Wilson, Larry Hodges, David Gotz, Julian Flores (2000). The NAVE Design and Implementation of a Non-Expensive Immersive Virtual Environment. ACM SIGGRAPH Sketches and Applications.

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Barbara O Rothbaum, Larry Hodges, Renato Alarcon, David Ready, Fran Shahar, Ken Graap, Jarrell Pair, Philip Hebert, David Gotz, Brian Wills, David Baltzell (1999). Virtual Reality Exposure Therapy for PTSD Vietnam Veterans: A Case Study. Journal of Traumatic Stress (Volume 12, Issue 2).

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Larry F Hodges, Barbara O Rothbaum, Renato Alarcon, David Ready, Fran Shahar, Ken Graap, Jarrell Pair, Philip Hebert, David Gotz, Brian Wills, David Baltzell (1999). A Virtual Environment for the Treatment of Chronic Combat-Related Post-Traumatic Stress Disorder. CyberPsychology and Behavior (Volume 2, Issue 1).

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Larry F Hodges, Barbara O Rothbaum, Renato Alarcon, David Ready, Fran Shahar, Ken Graap, Jarrell Pair, Philip Hebert, David Gotz, Brian Wills, David Baltzell (1998). Virtual Vietnam: A Virtual Environment for the Treatment of Vietnam War Veterans with Post-traumatic Stress Disorder. International Conference on Artificial Reality and Tele-Existence.

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