Andreas' AI Morning Read

Andreas' AI Morning Read

A Sound Foundation: A Fully Open and Generalizable Model for Ultrasound Clinical Applications

Why ultrasound’s “quiet” workhorse needs a new brain

Andreas Maier's avatar
Andreas Maier
Sep 23, 2025
∙ Paid

An open ultrasound foundation model. Image created with DALL-E.

Ultrasound is the stethoscope of modern imaging: safe, portable, and fast, it guides everything from prenatal check-ups to emergency triage. Yet reading ultrasound is hard. Grainy, speckled pictures depend on probe angle, device quality, and the operator’s experience. That variability has lo…

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