Technology Deployment

MRI segmentation models can now label 80 structures, but deployment is the hard part

Open-source MRI segmentation models can segment up to 80 structures. For imaging and oncology ops, deployment is the hard part.

NIH is harmonizing 12 petabytes of biomedical data to power the next wave of health AI

A cross-agency NIH initiative to standardize 70 years of biomedical data is building the foundation enterprise health IT leaders need to deploy AI at scale.

Clinical AI at a crossroads: skill decay, robotic surgery, and the wearable data frontier

Three converging developments are forcing health system operators to rethink how AI is deployed, governed, and evaluated across clinical settings.

Healthcare AI deployments stall on data quality, not model performance

As health systems move from AI pilots to enterprise scale, reporting points to fragmented, poorly governed data, not the models themselves, as the real bottleneck.

Healthcare's first big AI use is a pressure valve, not a moonshot

AI tools are accelerating diagnosis, cutting admin costs, and acting as longitudinal companions for patients navigating complex care journeys.

Beyond the Myths: The Truth About Vision AI Security, Ethics, and Privacy

Separating fact from fear about how computer vision actually protects people in high-risk environments