John Kalkhof - RankMe

26 papers A 2B 1Journal 14Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Extreme cardiac MRI analysis under respiratory motion: Results of the CMRxMotion challenge. Medical Image Anal. Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2025	—	`conf`	Abstract: Neural Cellular Automata Learn and Predict on Low-Power Devices. Bildverarbeitung für die Medizin Nick Lemke, Mirko Konstantin, Henry John Krumb, John Kalkhof, Anirban Mukhopadhyay
2025	—	`—`	Democratizing Learning with Neural Cellular Automata. John Kalkhof
2025	—	`conf`	Equitable Federated Learning with NCA. MICCAI (14) Nick Lemke, Mirko Konstantin, Henry John Krumb, John Kalkhof, Jonathan Stieber, Anirban Mukhopadhyay
2025	J	`jnl`	Equitable Federated Learning with NCA. CoRR Nick Lemke, Mirko Konstantin, Henry John Krumb, John Kalkhof, Jonathan Stieber, Anirban Mukhopadhyay
2025	J	`jnl`	Extreme Cardiac MRI Analysis under Respiratory Motion: Results of the CMRxMotion Challenge. CoRR Kang Wang, Chen Qin, Zhang Shi, Haoran Wang, Xiwen Zhang, Chen Chen, Cheng Ouyang, Chengliang Dai, Yuanhan Mo, Chenchen Dai, Xutong Kuang, Ruizhe Li, Xin Chen, Xiuzheng Yue, Song Tian, Alejandro Mora-Rubio, Kumaradevan Punithakumar, Shizhan Gong, Qi Dou, Sina Amirrajab, Yasmina Al Khalil, Cian M. Scannell, Lexiaozi Fan, Huili Yang, Xiaowu Sun, Rob J. van der Geest, Tewodros Weldebirhan Arega, Fabrice Mériaudeau, Caner Özer, Amin Ranem, John Kalkhof, Ilkay Öksüz, Anirban Mukhopadhyay, Abdul Qayyum, Moona Mazher, Steven A. Niederer, Carles García-Cabrera, Eric Arazo, Michal K. Grzeszczyk, Szymon Plotka, Wanqin Ma, Xiaomeng Li, Rongjun Ge, Yongqing Kou, Xinrong Chen, He Wang, Chengyan Wang, Wenjia Bai, Shuo Wang
2025	J	`jnl`	MED-NCA: Bio-inspired medical image segmentation. Medical Image Anal. John Kalkhof, Niklas Ihm, Tim Köhler, Bjarne Gregori, Anirban Mukhopadhyay
2025	B	`conf`	MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation. CBMS Avni Mittal, John Kalkhof, Anirban Mukhopadhyay, Arnav Bhavsar
2025	J	`jnl`	MedSegDiffNCA: Diffusion Models With Neural Cellular Automata for Skin Lesion Segmentation. CoRR Avni Mittal, John Kalkhof, Anirban Mukhopadhyay, Arnav Bhavsar
2025	A	`conf`	NCAdapt: Dynamic Adaptation with Domain-Specific Neural Cellular Automata for Continual Hippocampus Segmentation. WACV Amin Ranem, John Kalkhof, Anirban Mukhopadhyay
2025	J	`jnl`	OctreeNCA: Single-Pass 184 MP Segmentation on Consumer Hardware. CoRR Nick Lemke, John Kalkhof, Niklas Babendererde, Anirban Mukhopadhyay
2024	J	`jnl`	Frequency-Time Diffusion with Neural Cellular Automata. CoRR John Kalkhof, Arlene Kühn, Yannik Frisch, Anirban Mukhopadhyay
2024	—	`conf`	Localized Data Representation with NCA-Based Autoencoders. ICPR (8) Niklas Ihm, John Kalkhof, Anirban Mukhopadhyay
2024	A	`conf`	NCA-Morph: Medical Image Registration with Neural Cellular Automata. BMVC Amin Ranem, John Kalkhof, Anirban Mukhopadhyay
2024	J	`jnl`	NCA-Morph: Medical Image Registration with Neural Cellular Automata. CoRR Amin Ranem, John Kalkhof, Anirban Mukhopadhyay
2024	J	`jnl`	NCAdapt: Dynamic adaptation with domain-specific Neural Cellular Automata for continual hippocampus segmentation. CoRR Amin Ranem, John Kalkhof, Anirban Mukhopadhyay
2024	—	`conf`	Unsupervised Training of Neural Cellular Automata on Edge Devices. MICCAI (3) John Kalkhof, Amin Ranem, Anirban Mukhopadhyay
2024	J	`jnl`	Unsupervised Training of Neural Cellular Automata on Edge Devices. CoRR John Kalkhof, Amin Ranem, Anirban Mukhopadhyay
2023	—	`conf`	M3D-NCA: Robust 3D Segmentation with Built-In Quality Control. MICCAI (3) John Kalkhof, Anirban Mukhopadhyay
2023	J	`jnl`	M3D-NCA: Robust 3D Segmentation with Built-in Quality Control. CoRR John Kalkhof, Anirban Mukhopadhyay
2023	—	`conf`	Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata. IPMI John Kalkhof, Camila González, Anirban Mukhopadhyay
2023	J	`jnl`	Med-NCA: Robust and Lightweight Segmentation with Neural Cellular Automata. CoRR John Kalkhof, Camila González, Anirban Mukhopadhyay
2022	—	`conf`	Detecting Respiratory Motion Artefacts for Cardiovascular MRIs to Ensure High-Quality Segmentation. STACOM@MICCAI Amin Ranem, John Kalkhof, Caner Özer, Anirban Mukhopadhyay, Ilkay Öksüz
2022	J	`jnl`	Detecting respiratory motion artefacts for cardiovascular MRIs to ensure high-quality segmentation. CoRR Amin Ranem, John Kalkhof, Caner Özer, Anirban Mukhopadhyay, Ilkay Öksüz
2022	—	`conf`	Disentanglement Enables Cross-Domain Hippocampus Segmentation. ISBI John Kalkhof, Camila González, Anirban Mukhopadhyay
2022	J	`jnl`	Disentanglement enables cross-domain Hippocampus Segmentation. CoRR John Kalkhof, Camila González, Anirban Mukhopadhyay