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GRAIL@MICCAI 2024: Marrakesh, Morocco

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Seyed-Ahmad Ahmadi, Anees Kazi:
Graphs in Biomedical Image Analysis - 6th International Workshop, GRAIL 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings. Lecture Notes in Computer Science 15182, Springer 2025, ISBN 978-3-031-83242-0
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Anna Banaszak, Alexander H. Berger, Laurin Lux, Suprosanna Shit, Daniel Rueckert, Johannes C. Paetzold:
Supervised Contrastive Learning for Image-to-Graph Transformers. 1-11
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  - conf/miccai/KiechleLFFPS24
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Johannes Kiechle, Daniel Lang, Stefan M. Fischer, Lina Felsner, Jan C. Peeken, Julia A. Schnabel:
Graph Neural Networks: A Suitable Alternative to MLPs in Latent 3D Medical Image Classification? 12-22
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Oytun Demirbilek, Tingying Peng, Alaa Bessadok:
Graph Residual Noise Learner Network for Brain Connectivity Graph Prediction. 23-32
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  - conf/miccai/AnikinaKIMMI24
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Anna Anikina, Reza Karimzadeh, Diliara Ibragimova, Tamerlan Mustafaev, Claudia Mello-Thoms, Bulat Ibragimov:
Prediction of Radiological Diagnostic Errors from Eye Tracking Data Using Graph Neural Networks and Gaze-Guided Transformers. 33-42
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Laurin Lux, Alexander H. Berger, Maria Romeo Tricas, Martin J. Menten, Daniel Rueckert, Johannes C. Paetzold:
Exploring Graphs as Data Representation for Disease Classification in Ophthalmology. 43-56
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Favour Nerrise, Alice Louise Heiman, Ehsan Adeli:
GAMMA-PD: Graph-Based Analysis of Multi-Modal Motor Impairment Assessments in Parkinson's Disease. 57-68
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  - conf/miccai/BreenAZOR24
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Jack Breen, Katie Allen, Kieran Zucker, Nicolas M. Orsi, Nishant Ravikumar:
Multi-resolution Histopathology Patch Graphs for Ovarian Cancer Subtyping. 69-83
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  - conf/miccai/SrivastavaDAKKAGK24
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Ekta Srivastava, Syed Mohammed Danish, Kumar Arjun, Manoj Kumar, Mohit Kataria, Syed Farhan Abbas, Ishaan Gupta, Sandeep Kumar:
HistoGraphCoarse: Strategizing Graph Coarsening Techniques for Efficient Analysis of Gigapixel Histopathological Images. 84-95
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  - conf/miccai/CruzGuerreroELNFP24
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Ines A. Cruz-Guerrero, Connor Elkhill, Jiawei Liu, Phuong D. Nguyen, Brooke French, Antonio R. Porras:
Mesh Registration via Geometric Feature Homogenization and Offset Cross-Attention: Application to 3D Photogrammetry. 96-105
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Çaghan Köksal, Ghazal Ghazaei, Felix Holm, Azade Farshad, Nassir Navab:
SANGRIA: Surgical Video Scene Graph Optimization for Surgical Workflow Prediction. 106-117
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Dengqiang Jia, Xinnian Yang, Xiaosong Xiong, Shijie Huang, Feiyu Hou, Li Qin, Kaicong Sun, Kannie W. Y. Chan, Dinggang Shen:
DVasMesh: Deep Structured Mesh Reconstruction from Vascular Images for Dynamics Modeling of Vessels. 118-128
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Kevin Mancini, Islem Rekik:
DuoGNN: Topology-Aware Graph Neural Network with Homophily and Heterophily Interaction-Decoupling. 129-140

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