Disentanglement Enables Cross-Domain Hippocampus Segmentation. - John Kalkhof; Camila González; Anirban Mukhopadhyay 003 (ISBI, 2022)

Detecting Respiratory Motion Artefacts for Cardiovascular MRIs to Ensure High-Quality Segmentation. - Amin Ranem; John Kalkhof; Caner Özer; Anirban Mukhopadhyay 003; Ilkay Öksüz (STACOM@MICCAI, 2022)

Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata. - John Kalkhof; Camila González; Anirban Mukhopadhyay 003 (IPMI, 2023)

M3D-NCA: Robust 3D Segmentation with Built-In Quality Control. - John Kalkhof; Anirban Mukhopadhyay 003 (MICCAI (3), 2023)

NCA-Morph: Medical Image Registration with Neural Cellular Automata. - Amin Ranem; John Kalkhof; Anirban Mukhopadhyay 003 (BMVC, 2024)

Localized Data Representation with NCA-Based Autoencoders. - Niklas Ihm; John Kalkhof; Anirban Mukhopadhyay 003 (ICPR (8), 2024)

Unsupervised Training of Neural Cellular Automata on Edge Devices. - John Kalkhof; Amin Ranem; Anirban Mukhopadhyay 003 (MICCAI (3), 2024)

Frequency-Time Diffusion with Neural Cellular Automata. - John Kalkhof; Arlene Kühn; Yannik Frisch; Anirban Mukhopadhyay 003 (CoRR, 2024)

Abstract: Neural Cellular Automata Learn and Predict on Low-Power Devices. - Nick Lemke; Mirko Konstantin; Henry Krumb; John Kalkhof; Anirban Mukhopadhyay 003 (Bildverarbeitung für die Medizin, 2025)

MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation. - Avni Mittal; John Kalkhof; Anirban Mukhopadhyay 003; Arnav Bhavsar (CBMS, 2025)

NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation. - Amin Ranem; John Kalkhof; Anirban Mukhopadhyay 003 (WACV, 2025)

MED-NCA: Bio-inspired medical image segmentation. - John Kalkhof; Niklas Ihm; Tim Köhler; Bjarne Gregori; Anirban Mukhopadhyay 003 (Medical Image Anal., 2025)

Equitable Federated Learning with NCA. - Nick Lemke; Mirko Konstantin; Henry John Krumb; John Kalkhof; Jonathan Stieber; Anirban Mukhopadhyay 003 (CoRR, 2025)

Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. - Kang Wang 004; Chen Qin; Zhang Shi; Haoran Wang 009; Xiwen Zhang; Chen Chen 042; Cheng Ouyang; Chengliang Dai; Yuanhan Mo; Chenchen Dai; Xutong Kuang; Ruizhe Li; et al. (CoRR, 2025)

OctreeNCA: Single-Pass 184 MP Segmentation on Consumer Hardware. - Nick Lemke; John Kalkhof; Niklas Babendererde; Anirban Mukhopadhyay 003 (CoRR, 2025)