Endotypes of intraoperative hypotension during major abdominal surgery: a retrospective machine learning analysis of an observational cohort study

Intraoperative hypotension when using hypotension prediction index software during major noncardiac surgery: a European multicentre prospective observational registry (EU HYPROTECT)

“… 16 It requires close arterial pressure monitoring 17 , 18 and rapid treatment of low arterial pressures according to the presumed aetiology. 1 , 19 Current haemodynamic management is still mainly reactive, with hypotension being treated only after it has occurred.…”

A retrospective, observational, single-centre, cohort database analysis of the haemodynamic effects of low-dose spinal anaesthesia for hip fracture surgery

“…have an NHFS ≥7/10), be taking alpha-/beta-blockers, experience longer preoperative delays, and to die during hospital admission than the ‘normotensive’ remainder of the study cohort ( Table 4 ), indicating future avenues for research in identifying potentially ‘endotypical’ patients at mortal/morbid risk of intraoperative hypotension, and, again, alerting anaesthetists to perhaps more intensive management of such patients. 21 , 22 …”

Five or more gender‐ and size‐diverse customizations of distal femur prostheses are needed to improve fit for Chinese knees

“…Among all the available techniques, the unsupervised machine learning algorithm has shown potential [1, 7, 12, 14], yet only a few researchers have used it in this context. Therefore, the aim of this study is to utilize computed tomography (CT) scan data to create three‐dimensional (3D) models of healthy Chinese distal femurs and analyze distal femoral morphological characteristics.…”