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Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge
2015
IEEE Transactions on Knowledge and Data Engineering
The vocabulary gap between health seekers and providers has hindered the cross-system operability and the inter-user reusability. To bridge this gap, this paper presents a novel scheme to code the medical records by jointly utilizing local mining and global learning approaches, which are tightly linked and mutually reinforced. Local mining attempts to code the individual medical record by independently extracting the medical concepts from the medical record itself and then mapping them to
doi:10.1109/tkde.2014.2330813
fatcat:u7mtdhsb65fwlhh254ql45dkeu