Accuracy of vein identification methods for vascular access
"Vein assessment via standard visualization/palpation effectively rules out inappropriate sites and should trigger early ultrasound escalation. However, clinically "suitable" veins are frequently suboptimal on ultrasound, supporting broader use of ultrasound to guide initial cannulation decisions" Bahl et al (2026).