Early warning of citric acid overdose and timely adjustment of regional citrate anticoagulation based on machine learning methods.

Huan ChenYingying MaNa HongHao WangLongxiang SuChun LiuJie HeHuizhen JiangYun LongWeiguo Zhu

Published in: BMC medical informatics and decision making (2021)

The results of this study demonstrated the feasibility and performance of machine learning methods for monitoring and adjusting local regional citrate anticoagulation, and further provide decision-making recommendations to clinicians point-of-care.

Keyphrases

machine learning
decision making
atrial fibrillation
venous thromboembolism
artificial intelligence
big data
palliative care
deep learning