Unsupervised Skull Segmentation in MR Images Utilizing Modality Translation and Super-Resolution
Authors: Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling, Marek Wodzinski
Journal: Scientific Reports, Volume 15, Issue 1, Pages 25828 (2025)
Publisher: Nature Publishing Group UK London
DOI: 10.1038/s41598-025-05323-3
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Automatic Skull Reconstruction by Deep Learnable Symmetry Enforcement
Authors: Marek Wodzinski, Mateusz Daniol, Daria Hemmerling
Journal: Computer Methods and Programs in Biomedicine, Volume 263, Page 108670 (2025)
Publisher: Elsevier
DOI: 10.1016/j.cmpb.2025.108670
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Improving Deep Learning-Based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models
Authors: Marek Wodzinski, Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling
Journal: Computers in Biology and Medicine, Volume 182, Page 109129 (2024)
Publisher: Elsevier
DOI: 10.1016/j.compbiomed.2024.10912
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Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders
Authors: Marek Wodzinski, Daria Hemmerling, Mateusz Daniol
Conference: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)
Publisher: IEEE
DOI: 10.1109/EMBC53108.2024.10781853
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Unsupervised Skull Segmentation via Contrastive MR-to-CT Modality Translation
Authors: Kamil Kwarciak, Mateusz Daniol, Daria Hemmerling, Marek Wodzinski
Conference: Proceedings of the Asian Conference on Computer Vision (ACCV), 2024
Pages: 160–174
DOI: 10.1007/978-981-96-2641-0_11
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High-Resolution Cranial Defect Reconstruction by Iterative, Low-Resolution, Point Cloud Completion Transformers
Authors: Marek Wodzinski, Mateusz Daniol, Daria Hemmerling, Miroslaw Socha
Conference: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Pages: 333–343
Publisher: Springer
DOI: 10.1007/978-3-031-43996-4_32
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Deep Generative Networks for Heterogeneous Augmentation of Cranial Defects
Authors: Kamil Kwarciak, Marek Wodziński
Conference: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023
Pages: 1066–1074
DOI: 10.1109/ICCVW60793.2023.0011
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Deep Learning-Based Framework for Automatic Cranial Defect Reconstruction and Implant Modeling
Authors: Marek Wodzinski, Mateusz Daniol, Miroslaw Socha, Daria Hemmerling, Maciej Stanuch, Andrzej Skalski
Journal: Computer Methods and Programs in Biomedicine, Volume 226, Page 107173 (2022)
Publisher: Elsevier
DOI: 10.1016/j.cmpb.2022.107173
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Improving the Automatic Cranial Implant Design in Cranioplasty by Linking Different Datasets
Authors: Marek Wodzinski, Mateusz Daniol, Daria Hemmerling
Book Title: MICCAI - Cranial Implant Design Challenge (2021)
Pages: 29–44
Publisher: Springer