MedExtract ICD is an NLP-powered tool that automates medical coding by extracting conditions from clinical text and mapping them to ICD-10 codes. Using the en_ner_bc5cdr_md model and UMLS APIs, it ...

This study explores two types of attention mechanisms across different model architectures. All models are evaluated on the publicly available MIMIC-III dataset using macro-F1, micro-F1, and precision ...

ICD-10-CM coding can be challenging for coders in the outpatient setting. It is important to remember that the Official ICD-10-CM Guidelines for Coding and Reporting provide a road map to ensure ...

Editor's Note: Since the publication of this article, the CDC has reversed its previous guidance and provided a dedicated ICD-10 code for COVID-19. Click here for details. Given the continuing spread ...

The American Health Information Management Association has outlined core clinical documentation guidelines for coding medical diagnoses and procedures in 2013 and 2014. In a new white paper, AHIMA ...