AutoContour: State-of-the-Art Deep-Learning Auto-Segmentation


Over the last several years, the introduction of artificial intelligence (AI) and machine learning has led to a breakthrough in automated contouring capabilities. Radformation is thrilled to bring AutoContour to the radiation oncology community.

In this white paper, we delve into the inner workings of AutoContour, examining the algorithms that power it, how the structure models were trained, and where the technology fits into the broader landscape of deep learning and AI. Additionally, we share the design philosophy that underpins the software, the workflows in which it can be utilized, and the real-world impact from clinical centers that have implemented it.