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A Coding Support System for the ICD-9-CM standard

The 9th revision of the International Classificationof Diseases (as modified in the United States, also known as ICD-9-CM) is one of the most widely used classification system forclinical problems and procedures. Electronic health recordsystems usually require physicians to encode diagnoses ormedical procedures through appropriate ICD-9-CM codes. SinceICD-9-CM is constituted by more than 13,000 diagnosis and3,500 procedure codes, clearly the coding procedure is a nontrivialtask. In this paper we present a coding support system forassisting physicians in the assignment of ICD-9-CM codes. Theproposed system is based on tools for natural languageprocessing and text-searches on knowledge bases. It analyzes ashort medical text and then returns the list of ICD-9-CM codesthat are most likely to be associated with the given text. A set ofnumerical experiments were carried out in order to assess thereliability and quality of the proposed support system. Theresults of the experiments show that the support system has anaccuracy of 92%, largely improving physicians’ average performances.

ICHI 2014 - IEEE International Conference on Healthcare Informatics, Verona, 2014

Autori esterni: Vincenzo Lagani (Institute of Computer Science, Foundation for Research and Technology - Hellas (FORTH)), Trunfio Roberto (Università della Calabria), Maria Teresa Chiaravalloti (CNR- ICAR)
Autori IIT:

Roberto Guarasci

Foto di Roberto Guarasci

Erika Pasceri

Foto di Erika Pasceri

Tipo: Articolo in Atti di convegno internazionale con referee
Area di disciplina: Information Technology and Communication Systems

File: 11_A Coding support system_ICHI2014.pdf
Da pagina 71 a pagina 78

Attività: Smart Health 2.0
Interventi a supporto della realizzazione del fascicolo sanitario elettronico