A case-based approach to intelligent information retrieval
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
An interactive system for finding complementary literatures: a stimulus to scientific discovery
Artificial Intelligence - Special issue on scientific discovery
Text mining: finding nuggets in mountains of textual data
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Information discovery from complementary literatures: categorizing viruses as potential weapons
Journal of the American Society for Information Science and Technology - Visual based retrieval systems and web mining
Design of a Case-Based Reasoning System Applied to Neuropathy Diagnosis
EWCBR '94 Selected papers from the Second European Workshop on Advances in Case-Based Reasoning
Retrieval in a Prototype-Based Case Library: A Case Study in Diabetes Therapy Revision
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Different Learning Strategies in a Case-Based Reasoning System for Image Interpretation
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Experiences with Prototype Designs and Retrieval Methods in Medical Case-Based Reasoning Systems
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Similarity Assessment for Generalizied Cases by Optimization Methods
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
A Case-Based Reasoner Adaptive to Different Cognitive Tasks
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
ADAPtER: An Integrated Diagnostic System Combining Case-Based and Abductive Reasoning
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Using a Neutral Network to Learn General Knowledge in a Case-Based System
ICCBR '95 Proceedings of the First International Conference on Case-Based Reasoning Research and Development
Stratified Case-Based Reasoning in Non-Refinable Abstraction Hierarchies
ICCBR '97 Proceedings of the Second International Conference on Case-Based Reasoning Research and Development
Incremental Concept Learning and Case-Based Reasoning: For a Co-Operative Approach
Proceedings of the First United Kingdom Workshop on Progress in Case-Based Reasoning
Integrating Induction in a Case-Based Reasoner
EWCBR '94 Selected papers from the Second European Workshop on Advances in Case-Based Reasoning
Case-Based Reasoning in CARE-PARTNER: Gathering Evidence for Evidence-Based Medical Practice
EWCBR '98 Proceedings of the 4th European Workshop on Advances in Case-Based Reasoning
Text analysis and knowledge mining system
IBM Systems Journal
ACL '99 Proceedings of the 37th annual meeting of the Association for Computational Linguistics on Computational Linguistics
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
An investigation of generalized cases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Incremental learning of retrieval knowledge in a case-based reasoning system
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Case mining from large databases
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Concept mining for indexing medical literature
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Named relationship mining from medical literature
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Prototypical Cases for Knowledge Maintenance in Biomedical CBR
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
Case-Based Reasoning in the Health Sciences: Why It Matters for the Health Sciences and for CBR
ECCBR '08 Proceedings of the 9th European conference on Advances in Case-Based Reasoning
The role of prototypical cases in biomedical case-based reasoning
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Classification of melanomas in situ using knowledge discovery with explained case-based reasoning
Artificial Intelligence in Medicine
Task-based annotation and retrieval for image information management
Multimedia Tools and Applications
Synergistic case-based reasoning in medical domains
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
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This article addresses the task of mining for cases from biomedical literature to automatically build an initial case base for a case-based reasoning (CBR) system. This research takes place within the Mémoire project, which has for goal to provide a framework to facilitate building CBR systems in biology and medicine. By analyzing medical literature, the ProCaseMiner system mines for medical concepts such as diseases, signs and symptoms, laboratory tests, and treatment plans in relationship with one another, and connects them together in a given medical domain. It then organizes these concepts in a higher-level structure called a case. This case mining component provides a definite help to bootstrap the creation of a biomedical CBR system case base, composed of both concrete cases and prototypical cases. Currently, most cases learnt correspond to prototypical cases, given the level of abstraction of their features. This article validates the approach by presenting a comparison between the prototypical cases learnt from stem-cell transplantation domain with those created by a team of experts in the domain.