David Gotz

Latest

• Use and Usefulness of Risk Prediction Tools in Urologic Surgery: Current State and Path Forward (2025)
• Beyond Correlation: Incorporating Counterfactual Guidance to Better Support Exploratory Visual Analysis (2025)
• Causal Priors and Their Influence on Judgements of Causality in Visualized Data (2025)
• Reflections on interactive visualization of electronic health records: past, present, future (2024)
• Special Issue on Interactive Visualization of Health Data for Digital and Personal Health (Guest Editors) (2024)
• CausalSynth: An Interactive Web Application for Synthetic Dataset Generation and Visualization with User-Defined Causal Relationships (2024)
• Leveraging LLMs to Infer Causality from Visualized Data: Alignments and Deviations from Human Judgements (2024)
• A framework to improve causal inferences from visualizations using counterfactual operators (2024)
• Gist overrides numeric risk perception in surgical decision-making (2024)
• Clinical Decision Support in Surgery: A Mixed Methods Study on Design and Implementation Perspectives from Urologists (2024)
• An Empirical Study of Counterfactual Visualization to Support Visual Causal Inference (2024)
• Using Counterfactuals to Improve Causal Inferences from Visualizations (2024)
• Knowledge Compass: A Question Answering System Guiding Students with Follow-Up Question Recommendations (2023)
• Countering Simpson’s Paradox with Counterfactuals (2023)
• How Does Imperfect Automatic Indexing Affect Semantic Search Performance? (2023)
• Human-Computer Collaboration for Visual Analytics: an Agent-based Framework (2023)
• GRAFS: Graphical Faceted Search System to Support Conceptual Understanding in Exploratory Search (2023)
• Electronic Health Record Use and Perceptions Among Urologic Surgeons (2023)
• The effect of visual and numeric risk information on surgeon behavior: a randomized, clinical vignette experiment (2023)
• Visual and numeric risk information reduces variation in surgeon risk perception: results from a randomized, clinical vignette experiment (2023)
• A Design Space for Surfacing Content Recommendations in Visual Analytic Platforms (2023)
• Expanding the Existing Cadence Event Sequence Visual Analysis Tool to Support the Standardized Data Model OMOP CDM (2022)
• Digestable: Condensed Views of Tabular Data (2022)
• A survey of OMOP CDM-compatible visualization tools & what the community may do to support tool development and adoption (2022)
• Improving Visualization Interpretation Using Counterfactuals (2022)
• Local, Interactive, and Actionable: A Pandemic Behavioral Nudge (2021)
• Risk Prediction Tools in an Intuition-Based World: A Mixed Methods Study of Urologic Surgeons (2021)
• Enabling Longitudinal Exploratory Analysis of Clinical COVID Data (2021)
• A Survey on Visual Analysis of Event Sequence Data (2021)
• Interpretable Anomaly Detection in Event Sequences via Sequence Matching and Visual Comparison (2021)
• AutoClips: An Automatic Approach to Video Generation from Data Facts (2021)
• Modeling and Leveraging Analytic Focus During Exploratory Visual Analysis (2021)
• An Evaluation of Clinical Natural Language Processing Systems to Extract Symptomatic Adverse Events from Patient-Authored Free-Text Narratives (2021)
• Selection-Bias-Corrected Visualization via Dynamic Reweighting (2021)
• Visual Causality Analysis of Event Sequence Data (2021)
• Urologist Attitudes towards Risk Prediction Tools, Electronic Health Records, and Surgical Clinical Decision Support (2020)
• Visual Analytics to Combat Selection Bias in Retrospective EHR Data Analyses (2020)
• A Rapidly Deployed Interactive Online Visualization System to Support Fatality Management During the COVID-19 Pandemic (2020)
• Analysing EHR Navigation Patterns and Digital Workflows Among Physicians During ICU Pre-Rounds (2020)
• CarePre: An Intelligent Clinical Decision Assistance System (2020)
• Selection Bias Tracking and Detailed Subset Comparison for High-Dimensional Data (2020)
• Visual Analysis of High-Dimensional Event Sequence Data via Dynamic Hierarchical Aggregation (2020)
• Visual Anomaly Detection in Event Sequence Data (2019)
• Precision VISSTA: Bring-Your-Own-Device (BYOD) mHealth Data for Precision Health (2019)
• Precision VISSTA: Machine Learning Prediction and Inference for Bring-Your-Own-Device (BYOD) mHealth Data (2019)
• Dynamic Hierarchical Aggregation, Selection Bias Tracking, and Detailed Subset Comparison for High-Dimensional Event Sequence Data (2019)
• Periphery Plots for Contextualizing Heterogeneous Time-Based Data (2019)
• Bootstrapping estimates of stability for clusters, observations and model selection (2019)
• Evaluating Visual Analytics for Health Informatics Applications: A Systematic Review from the AMIA VIS Working Group Task Force on Evaluation (2019)
• Visualization Model Validation via Inline Replication (2019)
• Special Issue on Visual Analytics (Guest Editors) (2019)
• Visual Progression Analysis of Event Sequence Data (2019)
• Visual Cohort Queries for High-Dimensional Data: A Design Study (2018)
• Clinical Concept Value Sets and Interoperability in Health Data Analytics (2018)
• Contextual Visualization: Making the Unseen Visible to Combat Bias During Visual Analysis (2018)
• Dual View: Multivariate Visualization Using Linked Layouts of Objects and Dimensions (2018)
• Increasing Understanding of Survey Re-Weighting with Visualization (2018)
• Health and Fitness Apps for Hands-Free Voice-Activated Assistants: Content Analysis (2018)
• RCLens: Interactive Rare Category Exploration and Identification (2018)
• Assessing the Status Quo of EHR Accessibility, Usability, and Knowledge Dissemination (2018)
• ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection (2018)
• Visual Analytics: Towards Human Machine Intelligence (2018)
• EventThread: Visual Summarization and Stage Analysis of Event Sequence Data (2018)
• Z-Glyph: Visualizing Outliers in Multivariate Data (2018)
• Clinician Perspectives on Barriers and Facilitators for Implementing Patient-Generated Health Data into Clinical Care (2017)
• Adaptive Contextualization Methods for Combating Selection Bias During High-Dimensional Visualization (2017)
• Interactive Temporal Feature Construction: A User-Driven Approach to Predictive Model Development (2017)
• Research gaps in routine health information system design barriers to data quality and use in low‐ and middle‐income countries: A literature review (2017)
• Comparative Visualization of the RNA Suboptimal Conformational Ensemble In Vivo (2017)
• Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization (2017)
• Flexible bootstrapping and analytic approaches towards the clustering of complex medical data (2016)
• Evaluating Visual Analytics for Health Informatics Applications: A Progress Report from the AMIA VIS Working Group Task Force on Evaluation (2016)
• Understanding Care Plans of Community Acquired Pneumonia Based on Sankey Diagram (2016)
• A Survey on Visual Analytics of Social Media Data (2016)
• Special Issue on Visualization and Visual Analytics for Multimedia (Guest Editors) (2016)
• Guest Editorial: Visual Analytics in Multimedia--Opportunities and Research Challenges (2016)
• Soft Patterns: Moving Beyond Explicit Sequential Patterns During Visual Analysis of Longitudinal Event Datasets (2016)
• Data-Driven Healthcare: Challenges and Opportunities for Interactive Visualization (2016)
• Adaptive Contextualization: Combating Bias During High-Dimensional Visualization and Data Selection (2016)
• UnTangle Map: Visual Analysis of Probabilistic Multi-Label Data (2016)
• System Design Barriers to HIS Data Use in Low and Middle-income Countries: A Literature Review (2016)
• Interactive Ensemble clustering for mixed data with application to mood disorders (2015)
• Visual Assessment of Cohort Divergence During Iterative Cohort Selection (2015)
• Iterative Cohort Analysis and Exploration (2015)
• A New Privacy Debate (2015)
• Visual Analytics for Healthcare (2015)
• Visual analytics in healthcare – opportunities and research challenges (2015)
• Special Issue on Visualization (Guest Editors) (2015)
• UnTangle: Visual Mining for Data with Uncertain Multi-Labels Via Triangle Map (2014)
• Visualizing Temporal Patterns by Clustering Patients (2014)
• Progressive Visual Analytics (2014)
• Proceedings of the 5th Visual Analytics in Healthcare Workshop (2014)
• Visualizing Accuracy to Improve Predictive Model Performance (2014)
• DecisionFlow: Visual Analytics for High-Dimensional Temporal Event Sequence Data (2014)
• A Methodology for Interactive Mining and Visual Analysis of Clinical Event Patterns Using Electronic Health Record Data (2014)
• Proceedings of the 4th Visual Analytics in Healthcare Workshop (2013)
• GapFlow: Visualizing Gaps in Care for Medical Treatment Plans (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 (2013)
• Advances in Visual Computing – Proceedings of the 9th International Symposium on Visual Computing, Part II (2013)
• Advances in Visual Computing – Proceedings of the 9th International Symposium on Visual Computing, Part I (2013)
• Data-driven exploration of care plans for patients (2013)
• Visualizations to Support Patient-Clinician Communication of Care Plans (2013)
• Exploring Flow, Factors, and Outcomes of Temporal Event Sequences with the Outflow Visualization (2012)
• ICDA: A Platform for Intelligent Care Delivery Analytics (2012)
• Interactive Intervention Analysis (2012)
• Proceedings of the 3rd Visual Analytics in Healthcare Workshop (2012)
• Interactive Visual Patient Cohort Analysis (2012)
• Multifaceted Visual Analytics for Healthcare Applications (2012)
• 2011 Workshop on Visual Analytics in Healthcare: Understanding the Physician Perspective (2012)
• SolarMap: Multifaceted Visual Analytics for Topic Exploration (2011)
• DICON: Interactive Visual Analysis of Multidimentional Clusters (2011)
• Proceedings of the 2nd Visual Analytics in Healthcare Workshop (2011)
• Visual Cluster Analysis in Support of Clinical Decision Intelligence (2011)
• ChronAtlas: A Visualization for Dynamic Topic Exploration (2011)
• Outflow: Visualizing Patient Flow by Symptoms and Outcome (2011)
• Information Technology for Healthcare Transformation (2011)
• Dynamic Voronoi Treemaps: A Visualization Technique for Time-Varying Hierarchical Data (2011)
• IEEE VisWeek Workshop on Visual Analytics in Health Care 2010 (2011)
• FacetAtlas: Multifaceted Visualization for Rich Text Corpora (2010)
• Proceedings of the 1st Visual Analytics in Healthcare Workshop (2010)
• A Visualization Tool for Navigation of Online Disease Literature (2010)
• Predicting Patient's Trajectory of Physiological Data using Temporal Trends in Similar Patients: A System for Near-Term Prognostics (2010)
• DiseaseAtlas: Multi-facet Visual Analytics for Online Disease Articles (2010)
• HARVEST: An Intelligent Visual Analytic Tool for the Masses (2010)
• Characterizing User’s Visual Analytic Activity for Insight Provenance (2009)
• Connecting the Dots in Visual Analysis (2009)
• Connecting the Dots with Related Notes (2009)
• Behavior-Driven Visualization Recommendation (2009)
• Context-Based Page Unit Recommendation for Web-Based Sensemaking Tasks (2009)
• Characterizing Users' Visual Analytic Activity for Insight Provenance (2008)
• HARVEST – Visualization and Analysis for the Masses (2008)
• Context-Based Page Unit Recommendation for Web-Based Sensemaking Tasks (2008)
• An Empirical Study of User Interaction Behavior During Visual Analysis (2008)
• Scalable and Adaptive Streaming for Non-Linear Media (2007)
• The ScratchPad: Sensemaking Support for the Web (2007)
• Interactive Visual Synthesis of Analytic Knowledge (2006)
• Scalable and Adaptive Streaming for Non-Linear Media (2006)
• A Study of Information Gathering and Result Processing in Intelligence Analysis (2006)
• Channel Set Adaptation: Scalable and Adaptive Streaming for Non-Linear Media (2005)
• GAL: A Middleware Library for Multidimensional Adaptation (2005)
• A Framework for Scalable Delivery of Digitized Spaces (2005)
• Scalable and Adaptive Streaming for Non-Linear Media (2005)
• The Design and Implementation of StrandCast (2005)
• A General Framework for Multidimensional Adaptation (2004)
• Supporting Adaptive Remote Access to Multiresolutional or Hierarchical Data for Large User Groups (2004)
• IRW: An Incremental Representation for Image-Based Walkthroughs (2002)
• PixelFlex: A Reconfigurable Multi-Projector Display System (2001)
• Design Considerations for a Multi-Projector Display Rendering Cluster (2001)
• The Design and Implementation of PixelFlex: A Reconfigurable Multi-Projector Display System (2001)
• The NAVE Design and Implementation of a Non-Expensive Immersive Virtual Environment (2000)
• A Virtual Environment for the Treatment of Chronic Combat-Related Post-Traumatic Stress Disorder (1999)
• Virtual Reality Exposure Therapy for PTSD Vietnam Veterans: A Case Study (1999)
• Virtual Vietnam: A Virtual Environment for the Treatment of Vietnam War Veterans with Post-traumatic Stress Disorder (1998)