2 papers
cs.LG2026
Scalable Clinical Data Infrastructure and Comparative ML Evaluation for Hospitalisation Risk Prediction in Elderly Patients with Multiple Long-Term Conditions using CPRD
Asra Aslam, Volodymyr Chapman, Maurice M. O'Connell +9
Deep learning architectures are increasingly proposed for patient trajectory modeling in electronic health records (EHRs), yet their advantage over simpler, more interpretable mode…
stat.ME2024
Scoping review of methodology for aiding generalisability and transportability of clinical prediction models
Kritchavat Ploddi, Matthew Sperrin, Glen P. Martin +1
Generalisability and transportability of clinical prediction models (CPMs) refer to their ability to maintain predictive performance when applied to new populations. While CPMs may…