Machine Learning-Based Prediction of Stroke in Emergency Departments.

Vida AbediDebdipto MisraDurgesh ChaudharyVenkatesh AvulaClemens M SchirmerJiang LiRamin Zand

Published in: Therapeutic advances in neurological disorders (2024)

This study leveraged pre-event and at-encounter level EHR for stroke prediction. The results indicate that available clinical information can be used for building EHR-based stroke prediction models and ED stroke alert systems.

Keyphrases

atrial fibrillation
machine learning
emergency department
electronic health record
cerebral ischemia
clinical decision support
big data
brain injury
social media