Adaptive Ultrasound Imaging with Physics-Informed NV-Raw2Insights-US AI

NVIDIA and Siemens Healthineers developed NV-Raw2Insights-US, an AI model that learns directly from raw ultrasound sensor data to enable adaptive, patient-specific imaging.

• •The model estimates sound speed variation across each patient's body for real-time adaptive image focusing
• •Uses NVIDIA Holoscan and Data over DisplayPort to stream raw ultrasound channel data from ACUSON Sequoia scanners to GPU for inference
• •Enables software-only integration with existing medical devices without hardware modifications
• •Supports modular expansion for additional AI models since raw ultrasound data is already in GPU memory

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