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A Semantic Fusion Approach Between Medical Images and Reports Using UMLS
[chapter]
2006
Lecture Notes in Computer Science
One of the main challenges in content-based image retrieval still remains to bridge the gap between low-level features and semantic information. In this paper, we present our first results concerning a medical image retrieval approach using a semantic medical image and report indexing within a fusion framework, based on the Unified Medical Language System (U M LS) metathesaurus. We propose a structured learning framework based on Support Vector Machines to facilitate modular design and extract
doi:10.1007/11880592_35
fatcat:tozgl35tkzhilmgoy72lu6kvui