From Cellular Automata to MED-NCA

MICCAI 2024 MEC Submission15 Authors

18 Aug 2024 (modified: 19 Aug 2024)MICCAI 2024 MEC SubmissionEveryoneRevisionsBibTeXCC BY 4.0
Keywords: Neural Cellular Automata, Lightweight, Tutorial
Abstract: In this tutorial, we introduce Med-NCA and explore its evolution from Cellular Automata to its current form. We discuss the challenges that were faced in this development process. This tutorial serves as a starting point for understanding the concepts behind Med-NCA and its applications in lightweight medical image segmentation. **Google Colab Preview:** https://colab.research.google.com/drive/1T8fSATuSC3CYvIZkd1xrgVtsznIv1I_U **Full Tutorial:** https://github.com/MECLabTUDA/M3D-NCA
Website: https://colab.research.google.com/drive/1T8fSATuSC3CYvIZkd1xrgVtsznIv1I_U
Submission Number: 15
Loading

OpenReview is a long-term project to advance science through improved peer review with legal nonprofit status. We gratefully acknowledge the support of the OpenReview Sponsors. © 2025 OpenReview