Towards a rule-based support system for the coding of health conditions in the patient summary

In the frame of federated and interoperable Electronic Health Records (EHRs), specific coding systems are mandatory for filling out healthcare documents such as the Patient Summary (PS). PS cannot be automatically generated from the patient’s EHR data, because of the sensitivity of its content. For this reason it needs to be validated by a General Practitioner (GP), who is the sole responsible of this document. The literature shows that the practice of coding is recognized as a difficult task for GPs and it often generates coding errors and misspecifications of clinical data. To overcome this issue, a support system based on standardized and formalized coding rules for the domain of application is proposed, to facilitate a more accurate coding process without breaking the law

Towards a rule-based support system for the coding of health conditions in the Patient Summary

Abstract. In the frame of federated and interoperable Electronic Health Records (EHRs), specific coding systems are mandatory for filling out healthcare documents such as the Patient Summary (PS). PS cannot be automatically generated from the patient's EHR data, because of the sensitivity of its content. For this reason it needs to be validated by a General Practitioner (GP), who is the sole responsible of this document. The literature shows that the practice of coding is recognized as a difficult task for GPs and it often generates coding errors and misspecifications of clinical data. To overcome this issue, a support system based on standardized and formalized coding rules for the domain of application is proposed, to facilitate a more accurate coding process without breaking the law

Towards a Rule-based Support System for the Coding of Health Conditions in the Patient Summary

In the frame of federated and interoperable Electronic Health Records (EHRs), specific coding systems are mandatory for filling out healthcare documents such as the Patient Summary (PS). PS cannot be automatically generated from the patient’s EHR data, because of the sensitivity of its content. For this reason it needs to be validated by a General Practitioner (GP), who is the sole responsible of this document. The literature shows that the practice of coding is recognized as a difficult task for GPs and it often generates coding errors and misspecifications of clinical data. To overcome this issue, a support system based on standardized and formalized coding rules for the domain of application is proposed, to facilitate a more accurate coding process without breaking the law

Design, development and first validation of a transcoding system from ICD-9-CM to ICD-10 in the IT.DRG Italian project

In Italy, ICD-9-CM is currently used for coding health conditions at hospital discharge, but ICD-10 is being introduced thanks to the IT-DRG Project. In this project, one needed component is a set of transcoding rules and associated tools for easing coders work in the transition. The present paper illustrates design and development of those transcoding rules, and their preliminary testing on a subset of Italian hospital discharge data