Clinical coding data algorithm to categorize type of gastrointestinal bleeding as a primary reason for massive transfusion: results from the Australian and New Zealand Massive Transfusion Registry.

Shara N Ket Rosemary L SparrowZoe K McQuiltenMark TaceyPeter R GibsonGregor J BrownErica M Wood

Published in: Vox sanguinis (2019)

An algorithm based on ICD-10-AM codes can be used to accurately categorize patients with luminal GIB as the primary reason for MT, enabling further study of this critically unwell and resource-intensive cohort of patients.

Keyphrases

machine learning
end stage renal disease
cardiac surgery
ejection fraction
newly diagnosed
deep learning
peritoneal dialysis
neural network
acute kidney injury
artificial intelligence