Kevin Yuan

Nov 18, 2024 | nature.com | Jia Wei |Jiandong Zhou |Kevin Yuan |David A Clifton

AbstractAccurately predicting hospital discharge events could help improve patient flow and the efficiency of healthcare delivery. However, using machine learning and diverse electronic health record (EHR) data for this task remains incompletely explored. We used EHR data from February-2017 to January-2020 from Oxfordshire, UK to predict hospital discharges in the next 24 h.

Apr 8, 2024 | journalofinfection.com | Chang Ho Yoon |Kevin Yuan |Nicola Jones |Andrew Brent

Highlights•We investigated vital sign/laboratory test trajectories in >75,000 suspected bloodstream infections. •Responses differed across specific clinical syndromes and pathogens. •Distinct patterns in CRP included normal, slow and delayed/limited recoveries. •We developed CRP centile charts characterising typical responses to guide individualised management.