| Med-nca: Robust and lightweight segmentation with neural cellular automata J Kalkhof, C González, A Mukhopadhyay International Conference on Information Processing in Medical Imaging, 705-716, 2023 | 14 | 2023 |
| M3D-NCA: Robust 3D Segmentation with Built-In Quality Control J Kalkhof, A Mukhopadhyay International Conference on Medical Image Computing and Computer-Assisted …, 2023 | 8 | 2023 |
| Frequency-Time Diffusion with Neural Cellular Automata J Kalkhof, A Kühn, Y Frisch, A Mukhopadhyay arXiv preprint arXiv:2401.06291, 2024 | 5 | 2024 |
| Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation A Ranem, J Kalkhof, C Özer, A Mukhopadhyay, I Oksuz International Workshop on Statistical Atlases and Computational Models of …, 2022 | 4 | 2022 |
| Disentanglement enables cross-domain hippocampus segmentation J Kalkhof, C González, A Mukhopadhyay 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), 1-5, 2022 | 3 | 2022 |
| Medsegdiffnca: Diffusion models with neural cellular automata for skin lesion segmentation A Mittal, J Kalkhof, A Mukhopadhyay, A Bhavsar arXiv preprint arXiv:2501.02447, 2025 | 2 | 2025 |
| Unsupervised training of neural cellular automata on edge devices J Kalkhof, A Ranem, A Mukhopadhyay International Conference on Medical Image Computing and Computer-Assisted …, 2024 | 2 | 2024 |
| Localized Data Representation with NCA-Based Autoencoders N Ihm, J Kalkhof, A Mukhopadhyay International Conference on Pattern Recognition, 375-390, 2024 | | 2024 |
| NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation A Ranem, J Kalkhof, A Mukhopadhyay arXiv preprint arXiv:2410.23368, 2024 | | 2024 |
| NCA-Morph: Medical Image Registration with Neural Cellular Automata A Ranem, J Kalkhof, A Mukhopadhyay arXiv preprint arXiv:2410.22265, 2024 | | 2024 |
