DEEPBEAS3D: Deep Learning and B-Spline Explicit Active Surfaces

no code implementations • 5 Sep 2023 • Helena Williams, João Pedrosa, Muhammad Asad, Laura Cattani, Tom Vercauteren, Jan Deprest, Jan D'hooge

Experimental results show that: 1) the proposed framework gives the user explicit control of the surface contour; 2) the perceived workload calculated via the NASA-TLX index was reduced by 30% compared to VOCAL; and 3) it required 7 0% (170 seconds) less user time than VOCAL (p< 0. 00001)

Interactive Segmentation Segmentation

Interactive Segmentation via Deep Learning and B-Spline Explicit Active Surfaces

no code implementations • 25 Oct 2021 • Helena Williams, João Pedrosa, Laura Cattani, Susanne Housmans, Tom Vercauteren, Jan Deprest, Jan D'hooge

The interactive element of the framework allows the user to precisely edit the contour in real-time, and by utilising BEAS it ensures the final contour is smooth and anatomically plausible.

Image Segmentation Interactive Segmentation +3