Stefano Malacrino'
Machine Reading of Clinical Notes for Automated ICD Coding.
Rel. Maurizio Morisio, Giuseppe Rizzo. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Informatica (Computer Engineering), 2019
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Abstract
The International Classification of Diseases (ICD) is a healthcare classification system maintained by the World Health Organization. It provides a set of diagnostic codes for classifying diseases (including a wide range of signs, symptoms and external causes of injury or disease) and surgical procedures. ICD codes are used for a number of different tasks, such as reporting health conditions and carrying out medical billing. The standard coding procedure consists in assigning one or more ICD codes to a patient's hospital visit: this operation is performed by medical coders, who read and review the clinical notes written by physicians and then assign the appropriate ICD codes according to the coding guidelines.
This process can be time consuming and error-prone
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