Abstract is missing.
- PrefaceErik Bekkers, Jelmer M. Wolterink, Angelica I. Avilés-Rivero. 1-2 [doi]
- Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-NetsMarcel Beetz, Abhirup Banerjee, Vicente Grau. 3-14 [doi]
- Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide ImagesRamya Reddy, Ram Reddy, Cyril Sharma, Christopher R. Jackson, Scott Palisoul, Rachael Barney, Fred Kolling, Lucas A. Salas, Brock C. Christensen, Gabriel Brooks, Gregory Tsongalis, Louis J. Vaickus, Joshua J. Levy. 15-33 [doi]
- Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial contextJannik Sobisch, Ziga Bizjak, Aichi Chien, Ziga Spiclin. 34-44 [doi]
- Structured Knowledge Graphs for Classifying Unseen Patterns in RadiographsChinmay Prabhakar, Anjany Sekuboyina, Hongwei Bran Li, Johannes C. Paetzold, Suprosanna Shit, Tamaz Amiranashvili, Jens Kleesiek, Bjoern H. Menze. 45-60 [doi]
- XEdgeConv: Leveraging graph convolutions for efficient, permutation- and rotation-invariant dense 3D medical image segmentationChristian Weihsbach, Lasse Hansen, Mattias P. Heinrich. 61-71 [doi]
- Eigenvector Grouping for Point Cloud Vessel LabelingPatryk Rygiel, Maciej Zieba, Tomasz K. Konopczynski. 72-84 [doi]
- A Soft-Correspondence Approach to Shape-based Disease Grading with Graph Convolutional NetworksJulius Mayer, Daniel Baum, Felix Ambellan, Christoph von Tycowicz. 85-95 [doi]
- Group Convolutional Neural Networks for DWI SegmentationRenfei Liu, François Lauze, Erik Bekkers, Kenny Erleben, Sune Darkner. 96-106 [doi]
- Self-supervised graph representations of WSIsOscar Pina, Verónica Vilaplana. 107-117 [doi]
- GeoMorph: Geometric Deep Learning for Cortical Surface RegistrationMohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson. 118-129 [doi]
- Scale-Equivariant UNet for Histopathology Image SegmentationYilong Yang 0003, Srinandan Dasmahapatra, Sasan Mahmoodi. 130-148 [doi]
- Detecting Large Vessel Occlusions using Graph Deep LearningJad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas K. Maier. 149-159 [doi]
- A Comparative Study of Graph Neural Networks for Shape Classification in NeuroimagingNairouz Shehata, Wulfie Bain, Ben Glocker. 160-171 [doi]
- StreamNet: A WAE for White Matter Streamline AnalysisAndrew Lizarraga, Katherine L. Narr, Kirsten A. Donald, Shantanu H. Joshi. 172-182 [doi]