Deep learning models can now segment ultrasound images with impressive speed, but a new study from the University of ...

Image annotation can tell a model very different things about a picture. A box can show where a car is. A polygon can follow ...

Training an artificial intelligence system to outline every object in a photograph usually demands thousands of painstakingly annotated images, with humans tracing pixel-perfect boundaries around ...

As large medical imaging datasets become widely available, researchers are increasingly turning to artificial intelligence to extract useful information from scans that were never manually annotated.

Example of segmentation visualization in the CrossSegmentationExplorer system. After selecting the image volume, segmentation models or files are chosen from the drop-down menus. For each selected ...