GeoMedIA

Publications

2022

Ramya 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
Graph Neural Networks Ameliorate Potential Impacts of Imprecise Large-Scale Autonomous Immunofluorescence Labeling of Immune Cells on Whole Slide Images. GeoMedIA (2022)
Yilong Yang, Srinandan Dasmahapatra, Sasan Mahmoodi
Scale-Equivariant UNet for Histopathology Image Segmentation. GeoMedIA (2022)
Erik Bekkers, Jelmer M. Wolterink, Angelica I. Avilés-Rivero
Preface. GeoMedIA (2022)
Christian Weihsbach, Lasse Hansen, Mattias P. Heinrich
XEdgeConv: Leveraging graph convolutions for efficient, permutation- and rotation-invariant dense 3D medical image segmentation. GeoMedIA (2022)
Julius Mayer, Daniel Baum, Felix Ambellan, Christoph von Tycowicz
A Soft-Correspondence Approach to Shape-based Disease Grading with Graph Convolutional Networks. GeoMedIA (2022)
Nairouz Shehata, Wulfie Bain, Ben Glocker
A Comparative Study of Graph Neural Networks for Shape Classification in Neuroimaging. GeoMedIA (2022)
Oscar Pina, Verónica Vilaplana
Self-supervised graph representations of WSIs. GeoMedIA (2022)
Renfei Liu, François Lauze, Erik Bekkers, Kenny Erleben, Sune Darkner
Group Convolutional Neural Networks for DWI Segmentation. GeoMedIA (2022)
Jad Kassam, Florian Thamm, Leonhard Rist, Oliver Taubmann, Andreas K. Maier
Detecting Large Vessel Occlusions using Graph Deep Learning. GeoMedIA (2022)
Patryk Rygiel, Maciej Zieba, Tomasz K. Konopczynski
Eigenvector Grouping for Point Cloud Vessel Labeling. GeoMedIA (2022)
Mohamed A. Suliman, Logan Z. J. Williams, Abdulah Fawaz, Emma C. Robinson
GeoMorph: Geometric Deep Learning for Cortical Surface Registration. GeoMedIA (2022)
Jannik Sobisch, Ziga Bizjak, Aichi Chien, Ziga Spiclin
Automated intracranial vessel labeling with learning boosted by vessel connectivity, radii and spatial context. GeoMedIA (2022)
Chinmay Prabhakar, Anjany Sekuboyina, Hongwei Bran Li, Johannes C. Paetzold, Suprosanna Shit, Tamaz Amiranashvili, Jens Kleesiek, Bjoern H. Menze
Structured Knowledge Graphs for Classifying Unseen Patterns in Radiographs. GeoMedIA (2022)
Andrew Lizarraga, Katherine L. Narr, Kirsten A. Donald, Shantanu H. Joshi
StreamNet: A WAE for White Matter Streamline Analysis. GeoMedIA (2022)
Marcel Beetz, Abhirup Banerjee, Vicente Grau
Reconstructing 3D Cardiac Anatomies from Misaligned Multi-View Magnetic Resonance Images with Mesh Deformation U-Nets. GeoMedIA (2022)

volume 194, 2022

Geometric Deep Learning in Medical Image Analysis, 18 November 2022, Amsterdam, The Netherlands GeoMedIA 194 (2022)