Towards a general theory of action and time
Artificial Intelligence
Pictures of relevance: a geometric analysis of similarity measures
Journal of the American Society for Information Science
Bumptrees for efficient function, constraint, and classification learning
NIPS-3 Proceedings of the 1990 conference on Advances in neural information processing systems 3
Wrappers for feature subset selection
Artificial Intelligence - Special issue on relevance
Approximate nearest neighbors: towards removing the curse of dimensionality
STOC '98 Proceedings of the thirtieth annual ACM symposium on Theory of computing
An Algorithm for Finding Best Matches in Logarithmic Expected Time
ACM Transactions on Mathematical Software (TOMS)
R-trees: a dynamic index structure for spatial searching
SIGMOD '84 Proceedings of the 1984 ACM SIGMOD international conference on Management of data
A statistical approach to case based reasoning, with application to breast cancer data
Computational Statistics & Data Analysis
M-tree: An Efficient Access Method for Similarity Search in Metric Spaces
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Precision and Recall in Interactive Case-Based Reasoning
ICCBR '01 Proceedings of the 4th International Conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Learning a Local Similarity Metric for Case-Based Reasoning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
A symbolic representation of time series, with implications for streaming algorithms
DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery
An introduction to variable and feature selection
The Journal of Machine Learning Research
IEEE Transactions on Pattern Analysis and Machine Intelligence
Case-based reasoning foundations
The Knowledge Engineering Review
Case-Based Approximate Reasoning (Theory and Decision Library B)
Case-Based Approximate Reasoning (Theory and Decision Library B)
Inter-patient distance metrics using SNOMED CT defining relationships
Journal of Biomedical Informatics
A new imputation method for small software project data sets
Journal of Systems and Software
First-order temporal pattern mining with regular expression constraints
Data & Knowledge Engineering
MapReduce: simplified data processing on large clusters
OSDI'04 Proceedings of the 6th conference on Symposium on Opearting Systems Design & Implementation - Volume 6
A matching algorithm for the distribution of human pancreatic islets
Computational Statistics & Data Analysis
Efficient mining of understandable patterns from multivariate interval time series
Data Mining and Knowledge Discovery
Journal of Biomedical Informatics
Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification
ICDM '09 Proceedings of the 2009 Ninth IEEE International Conference on Data Mining
Temporal pattern discovery in longitudinal electronic patient records
Data Mining and Knowledge Discovery
Artificial Intelligence in Medicine
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A medical case, as defined by the medical field, is the fundamental building block of medical knowledge. We combine the concept of medical case with indirect evidence from similar patients so as to enable the performance of CER (comparative effectiveness research) treatment comparisons for personalization of medical care. We propose that the vehicle by which this goal is achieved is provided by the integration of case-based reasoning and CER considerations. We discuss the challenges involved and propose a roadmap for creating scientifically sound real-world evidence for assisting personalized treatment decisions.