Guy Baruch

AWS Compute Blog Organizations in regulated industries or with strict information security requirements are increasingly looking to use generative AI. However, they often face a dilemma: how to utilize powerful models while keeping data strictly on-premises or within specific geographic boundaries. The solution lies in deploying self-managed Small Language Models (SLMs) on premises with AWS Outposts or in adjacent metros using AWS Local Zones.

As you move your generative AI implementations from prototype to production, you may discover the need to run foundation models (FMs) on-premises or at the edge to address data residency, information security (InfoSec) policy, or low latency requirements.

Highlights • Novel echocardiography strain evaluation among breast cancer patients • Left Atrial Strain changes for early cardiac injury assessment • Left Atrial Strain reduction is frequent among anthracycline patients • Left Atrial Strain showed significant correlation to diastolic parameters Abstract Background Cardiotoxicity has become a significant adverse effect of cancer therapy, with Anthracyclines (ANT) in particular.