SlicerNNInteractive: A 3D Slicer extension for nnInteractive
Abstract
SlicerNNInteractive integrates nnInteractive (Isensee et al., 2025), a state-of-the-art promptable deep learning-based framework for 3D image segmentation, into the widely used 3D Slicer (Kikinis et al., 2014) (https://slicer.org)platform.Our extension implements a client-server architecture that decouples the computationally intensive model inference from the client-side interface.Therefore, SlicerNNInteractive eliminates heavy hardware constraints on the client-side and enables better operating system compatibility than existing plugins for nnInteractive.Running both the client and server on a single machine is also possible, offering flexibility across different deployment scenarios.The extension provides an intuitive user interface with all interaction types available in the original framework (point, bounding box, scribble, and lasso prompts), while including a comprehensive set of keyboard shortcuts for efficient workflow.
Fields of Study & Subjects
Human Pose and Action Recognition
Human Motion and Animation
Robot Manipulation and Learning
Publication details
- Journal / source
- The Journal of Open Source Software
- Volume
- 11
- Issue
- 123
- Pages
- 9003–9003
- Publication date
- 6 July 2026
- Language
- EN