A new study maps the rapidly evolving field of intelligent colonoscopy. 

Online recommendation is moving into a new phase as transformers begin to reshape how graph-based systems understand users, items, and their hidden connections. 

The outcomes of critically ill patients with liver cirrhosis are particularly poor when ARDS develops. Despite this scenario, the robust studies on the prevalence, prognosis, and prognostic factors of ARDS in patients with cirrhosis have remained scarce. To address this, researchers from France carried out a bicentric retrospective study with the largest cohort of patients with cirrhosis and ARDS. The study is the first to identify independent prognostic factors for short-term mortality in this population.

In a secondary analysis of the randomized ANGEL-ASPECT trial, endovascular therapy (EVT) improved 90-day functional outcomes in patients with anterior-circulation large-vessel occlusion stroke and a large ischemic core, in those with absent-to-moderate white matter lesions (WMLs). In patients with severe WMLs, the estimated benefit was not significant, although there was no significant treatment-by-WML interaction. Because the severe WML subgroup was relatively small, the findings underscore the need for pooled randomized evidence to refine patient selection.