Prem C. Gupta

TL;DR: The GVG proposes a new Global Anatomic Staging System (GLASS), which involves defining a preferred target artery path (TAP) and then estimating limb-based patency (LBP) resulting in three stages of complexity for intervention.

TL;DR: Real time ultrasound imaging can provide higher success rate, faster access and significantly lower complication rates and should be considered as standard of care in vascular access.

TL;DR: In this paper , the authors used Google collaboratory network to train a 121-layer dense-net convolutional neural network to differentiate between normal and abnormal images, which achieved a 97% accuracy.