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Radiology Lab - Medical Imaging Segmentation Lab
Explore creating medical imaging segmentation and 3D models with SAM3 and Gaussian Splatting. Learn about iterative ML model refinement and deployment in this mainstage presentation.
An early preview of a web application built to create segmentation and 3D modeling training data directly within research and clinical workflows in Medical Imaging, using SAM3 and Gaussian Splatting APIs. It supports multiple imaging modalities; including Cardiac MRI, Cardiac CT, CCTA, and Brain MRI.
This training data can be quickly plugged in to fine-tune or build machine learning models, which can loop back into the web application. Creating an iterative cycle of improving machine learning models, segmentations and 3D models across all modalities in Medical Imaging.