Nov. 10, 2022
Intel Geti Platform Accelerates AI Model Training for Real-Time Nerve Detection in Samsung Ultrasound Systems
Samsung Medison’s NerveTrack™ is an innovative ultrasound feature used to identify nerve structures in real time during the application of anesthesia. Training of NerveTrack™’s deep learning inference models requires thousands of annotated ultrasound reference images. The image annotation process is best performed by doctors with years of medical training and experience in identifying the small, elusive nerve structures.
To improve the annotation and modeling workflow and collaboration between the teams, Samsung Medison worked with the Intel Geti software platform; the computer vision AI platform’s intuitive user interface enabled a small group of doctors to annotate tens of thousands of images in just a few weeks prior to handing them off to the AI engineer team for model training.