The grand tour: a tool for viewing multidimensional data
SIAM Journal on Scientific and Statistical Computing
Algorithms for clustering data
Algorithms for clustering data
Worlds within worlds: metaphors for exploring n-dimensional virtual worlds
UIST '90 Proceedings of the 3rd annual ACM SIGGRAPH symposium on User interface software and technology
The perspective wall: detail and context smoothly integrated
CHI '91 Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Tree visualization with tree-maps: 2-d space-filling approach
ACM Transactions on Graphics (TOG)
Theoretical Computer Science
Information visualization using 3D interactive animation
Communications of the ACM - Special issue on graphical user interfaces
Navigating hierarchically clustered networks through fisheye and full-zoom methods
ACM Transactions on Computer-Human Interaction (TOCHI)
The thin glass line: designing interfaces to algorithms
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Self-organizing maps
Hierarchical parallel coordinates for exploration of large datasets
VIS '99 Proceedings of the conference on Visualization '99: celebrating ten years
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Designing the User Interface: Strategies for Effective Human-Computer Interaction
Fluid Concepts and Creative Analogies: Computer Models of the Fundamental Mechanisms of Thought
Fluid Concepts and Creative Analogies: Computer Models of the Fundamental Mechanisms of Thought
Graph Visualization and Navigation in Information Visualization: A Survey
IEEE Transactions on Visualization and Computer Graphics
Visualization Support for Data Mining
IEEE Expert: Intelligent Systems and Their Applications
SimVis: an interaction model for exploring clinical data
CHI '00 Extended Abstracts on Human Factors in Computing Systems
Similarity Measures for Structured Representations: A Definitional Approach
EWCBR '00 Proceedings of the 5th European Workshop on Advances in Case-Based Reasoning
An Interactive View for Hierarchical Clustering
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
The Generalized Detail-In-Context Problem
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Similarity Clustering of Dimensions for an Enhanced Visualization of Multidimensional Data
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
A Fully Animated Interactive System for Clustering and Navigating Huge Graphs
GD '98 Proceedings of the 6th International Symposium on Graph Drawing
CBET: Acase Base Exploration Tool
AI*IA '97 Proceedings of the 5th Congress of the Italian Association for Artificial Intelligence on Advances in Artificial Intelligence
Reconfigurable Disc Trees for Visualizing Large Hierarchical Information Space
INFOVIS '98 Proceedings of the 1998 IEEE Symposium on Information Visualization
Research report: Interacting with huge hierarchies: beyond cone trees
INFOVIS '95 Proceedings of the 1995 IEEE Symposium on Information Visualization
Navigating Hierarchies with Structure-Based Brushes
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
The Automated Multidimensional Detective
INFOVIS '99 Proceedings of the 1999 IEEE Symposium on Information Visualization
XmdvTool: integrating multiple methods for visualizing multivariate data
VIS '94 Proceedings of the conference on Visualization '94
Principles of human-computer collaboration for knowledge discovery in science
Artificial Intelligence
Structure discovery in medical databases: a conceptual clustering approach
Artificial Intelligence in Medicine
Knowledge Acquisition and Modeling in Clinical Information Systems: A Case Study
EKAW '02 Proceedings of the 13th International Conference on Knowledge Engineering and Knowledge Management. Ontologies and the Semantic Web
Declarative Programming and Clinical Medicine
PADL '02 Proceedings of the 4th International Symposium on Practical Aspects of Declarative Languages
The Use of a Uniform Declarative Model in 3D Visualisation for Case-Based Reasoning
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Artificial Intelligence in Medicine
Evaluation of an architecture for intelligent query and exploration of time-oriented clinical data
Artificial Intelligence in Medicine
Intelligent visualization and exploration of time-oriented data of multiple patients
Artificial Intelligence in Medicine
Intelligent selection and retrieval of multiple time-oriented records
Journal of Intelligent Information Systems
Information visualization and its application to medicine
Artificial Intelligence in Medicine
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In 1995, the MedView project, based on a co-operation between computing science and clinical medicine was initiated. The overall goal of the project was to develop models, methods and tools to support clinicians in their daily diagnostic work. As part of MedView, two information visualisation tools were developed and tested as solutions to the problem of visualising clinical experience derived from large amounts of clinical data. The first tool (The Cube) was based on the idea of dynamic three-dimensional (3D) parallel diagrams, an idea similar to the notion of 3D parallel co-ordinates. The Cube was developed to enhance the clinician's ability to intelligibly analyse existing patient material and to allow for pattern recognition and statistical analysis. The second tool (SimVis) was based on a similarity assessment-based interaction model for exploring data, and was designed to help clinicians to classify and cluster clinical examination data. User interaction was supported by 3D visualisation of clusters and similarity measures. Both tools were tested on a knowledge base containing about 1500 examinations obtained from different clinics. Clinical practice indicated that the basic ideas are conceptually appealing to the involved clinicians as the tools can be used for generating and testing of hypotheses.