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ICD-10-CM extension with ICD-9 diagnosis codes to support integrated access to clinical legacy data.

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Title: ICD-10-CM extension with ICD-9 diagnosis codes to support integrated access to clinical legacy data.
Authors: Hernandez-Ibarburu, G.1 (AUTHOR) ghernandez@infomed.dia.fi.upm.es, Perez-Rey, D.1 (AUTHOR) dperezdelrey@fi.upm.es, Alonso-Oset, E.1 (AUTHOR), Alonso-Calvo, R.1 (AUTHOR), de Schepper, K.2 (AUTHOR), Meloni, L.2 (AUTHOR), Claerhout, B.2 (AUTHOR)
Source: International Journal of Medical Informatics. Sep2019, Vol. 129, p189-197. 9p.
Abstract: Introduction: ICD is currently the most widely used terminology to code diagnosis and procedures. The transition from ICD-9-CM to ICD-10-CM became effective on October 1, 2015 in US and many other countries. Projects that use this codification for research purposes, requires advanced methods to exploit data with both versions of ICD. Although the General Equivalence Mappings (GEMs), provided by the Centers for Medicare and Medicaid Services, might help to overcome these challenges, their direct use as translation mappings is not possible, mostly due to the further specificity of ICD-10-CM concepts.Objective: We propose a methodology to generate an extended version of ICD-10-CM with selected ICD-9-CM diagnosis codes.Methods: The extension was generated using the GEMs relations between concepts of both terminologies and the hierarchical relations of ICD-10-CM.Results: This extended ICD-10-CM, together with modifications to the mapping of ICD-9-CM concepts that were not inserted, allows the generation of an improved translation of legacy data, raising the number of 1-to-1 correspondences by +13.81%.Conclusion: The extended ICD-10-CM enables the accurate integration of ICD-9-CM and ICD-10-CM diagnosis data into a single terminology. With such analysis of data possible without having to specify both ICD-9-CM and ICD-10-CM separately for each query. [ABSTRACT FROM AUTHOR]
Copyright of International Journal of Medical Informatics is the property of Elsevier B.V. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
Database: Engineering Source
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  Data: ICD-10-CM extension with ICD-9 diagnosis codes to support integrated access to clinical legacy data.
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  Data: <searchLink fieldCode="AR" term="%22Hernandez-Ibarburu%2C+G%2E%22">Hernandez-Ibarburu, G.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> ghernandez@infomed.dia.fi.upm.es</i><br /><searchLink fieldCode="AR" term="%22Perez-Rey%2C+D%2E%22">Perez-Rey, D.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> dperezdelrey@fi.upm.es</i><br /><searchLink fieldCode="AR" term="%22Alonso-Oset%2C+E%2E%22">Alonso-Oset, E.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Alonso-Calvo%2C+R%2E%22">Alonso-Calvo, R.</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22de+Schepper%2C+K%2E%22">de Schepper, K.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Meloni%2C+L%2E%22">Meloni, L.</searchLink><relatesTo>2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Claerhout%2C+B%2E%22">Claerhout, B.</searchLink><relatesTo>2</relatesTo> (AUTHOR)
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Medical+Informatics%22">International Journal of Medical Informatics</searchLink>. Sep2019, Vol. 129, p189-197. 9p.
– Name: Abstract
  Label: Abstract
  Group: Ab
  Data: <bold>Introduction: </bold>ICD is currently the most widely used terminology to code diagnosis and procedures. The transition from ICD-9-CM to ICD-10-CM became effective on October 1, 2015 in US and many other countries. Projects that use this codification for research purposes, requires advanced methods to exploit data with both versions of ICD. Although the General Equivalence Mappings (GEMs), provided by the Centers for Medicare and Medicaid Services, might help to overcome these challenges, their direct use as translation mappings is not possible, mostly due to the further specificity of ICD-10-CM concepts.<bold>Objective: </bold>We propose a methodology to generate an extended version of ICD-10-CM with selected ICD-9-CM diagnosis codes.<bold>Methods: </bold>The extension was generated using the GEMs relations between concepts of both terminologies and the hierarchical relations of ICD-10-CM.<bold>Results: </bold>This extended ICD-10-CM, together with modifications to the mapping of ICD-9-CM concepts that were not inserted, allows the generation of an improved translation of legacy data, raising the number of 1-to-1 correspondences by +13.81%.<bold>Conclusion: </bold>The extended ICD-10-CM enables the accurate integration of ICD-9-CM and ICD-10-CM diagnosis data into a single terminology. With such analysis of data possible without having to specify both ICD-9-CM and ICD-10-CM separately for each query. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of International Journal of Medical Informatics is the property of Elsevier B.V. and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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