Computer aided classification of diagnostic terms in spanish

作者：

Highlights：

• Framework to classify Medical Records by their diagnostic terms.

• Resources: ICD catalogue, SNOMED ontology, Medical Records and synonym dictionaries.

• Finite-State Transducers efficiently implement soft-matching operations.

• An F1-measure of 91.2 was achieved on a test-set of 2850 diagnostic terms.

摘要

•Framework to classify Medical Records by their diagnostic terms.•Resources: ICD catalogue, SNOMED ontology, Medical Records and synonym dictionaries.•Finite-State Transducers efficiently implement soft-matching operations.•An F1-measure of 91.2 was achieved on a test-set of 2850 diagnostic terms.

论文关键词：Classification of Medical Records,Natural language processing,Finite-State Transducers,Applications in medicine

论文评审过程：Available online 27 November 2014.

论文官网地址：https://doi.org/10.1016/j.eswa.2014.11.035