Transforming the German ICD-10 (ICD-10-GM) into Injury Severity Score (ISS)-Introducing a new method for automated re-coding.

Marcel NiemannSven MärdianPascal NiemannLiv TettehSerafeim TsitsilonisKarl F BraunUlrich StöckleFrank Graef

Published in: PloS one (2021)

Though achieving mapping results highly comparable to previous mapping methods of ICD-10-CM diagnosis codes, it is not unrestrictedly possible to automatically calculate the AIS and ISS using ICD-10-GM codes.

Keyphrases

high resolution
machine learning
high density
deep learning
high throughput
mass spectrometry