Prognosis articles from across Nature Portfolio

There is limited real-world data evaluating outcomes of glucagon-like peptide-1 receptor agonists (GLP1-RA) use in patients with moderate to advanced CKD. Here, emulating a clinical trial, the authors show that GLP1-RA use in patients with CKD is associated with lower rate of acute healthcare utilization, all-cause death and kidney events compared to DPP4i.

Giesa et al. train and evaluate multiple deep learning architectures on multivariable clinical time series for the prediction of postoperative delirium (POD). An adapted transformer model named as TRAPOD performs best, making use of temporal intraoperative dynamics.

In British South Asian women, a culturally adapted and community-informed cognitive behavioral therapy intervention led to higher early recovery rates than the usual treatment.