David Gotz

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