GeoMedIA 2022 Workshop Submissions

A Soft-Correspondence Approach to Shape-based Disease Grading with Graph Convolutional Networks
Julius Mayer, Daniel Baum, Felix Ambellan, Christoph von Tycowicz
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets
Marcel Beetz, Abhirup Banerjee, Vicente Grau
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Self-supervised graph representations of WSIs
Oscar Pina, Veronica Vilaplana
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context.
Jannik Sobisch, Ziga Bizjak, Aichi Chien, Ziga Spiclin
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs
Chinmay Prabhakar, Anjany Sekuboyina, Hongwei Li, Johannes C. Paetzold, Suprosanna Shit, Tamaz Amiranashvili, Jens Kleesiek, bjoern menze
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
StreamNet: A WAE for White Matter Streamline Analysis
Andrew Lizarraga, Katherine Narr, Kristy Donald, Shantanu H. Joshi
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
GeoMorph: Geometric Deep Learning for Cortical Surface Registration
Mohamed A. Suliman, Logan Zane John Williams, Abdulah Fawaz, Emma Claire Robinson
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Scale-Equivariant UNet for Histopathology Image Segmentation
Yilong Yang, Srinandan Dasmahapatra, Sasan Mahmoodi
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images
Ramya Reddy, Ram N Reddy, Cyril Sharma, Christopher Jackson, Scott Palisoul, Rachael Barney, Fred Kolling, Lucas Salas, Brock Christensen, Gabriel Brooks, Gregory Tsongalis, Louis Vaickus, Joshua Levy
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging
Nairouz Shehata, Wulfie Bain, Ben Glocker
- Published: 16 May 2023, Last Modified: 22 Oct 2023
- GeoMedIA
- Readers: Everyone
Group Convolutional Neural Networks for DWI Segmentation
Renfei Liu, Francois Bernard Lauze, Erik J Bekkers, Kenny Erleben, Sune Darkner
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Eigenvector Grouping for Point Cloud Vessel Labeling
Patryk Tadeusz Rygiel, Maciej Zieba, Tomasz Konopczynski
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
Detecting Large Vessel Occlusions using Graph Deep Learning
Jad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas Maier
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone
XEdgeConv: Leveraging graph convolutions for efficient, permutation- and rotation-invariant dense 3D medical image segmentation
Christian Weihsbach, Lasse Hansen, Mattias P Heinrich
- Published: 16 May 2023, Last Modified: 16 May 2023
- GeoMedIA
- Readers: Everyone