Improving the Random Walker algorithm for interactive 3D medical image segmentation using AI predictions: Modify the weight function to rely on an ensemble of segmentation predictions

The segmentation of anatomical structures in 3D medical images is crucial for various applications in the field of medical imaging. Fully automated methods often lack accuracy, while manual segmenting requires much time and effort from a user. Due to this, Active Learning approaches are being proposed to solve this by making the method...