Assessment of Machine Learning Methods to Predict Massive Blood Transfusion in Trauma.

Matt StricklandAnthony NguyenShinyi WuSze-Chuan SuenYanda MuJuan Del Rio CuervoBrandon J ShinTej KalakuntlaCameron GhafilKazuhide Matsushima

Published in: World journal of surgery (2023)

Our ML models performed better than existing scores. Implementing an ML model in mobile computing devices or electronic health record has the potential to improve the usability.

Keyphrases

electronic health record
machine learning
clinical decision support
adverse drug
quality improvement
artificial intelligence
big data
human health
deep learning
social media