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Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks.

, , , , , and . EPIMI/ML-CDS@MICCAI, volume 13755 of Lecture Notes in Computer Science, page 103-112. Springer, (2022)

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Calibration techniques for node classification using graph neural networks on medical image data., , , , and . MIDL, volume 227 of Proceedings of Machine Learning Research, page 1211-1224. PMLR, (2023)Improving automated intracranial artery labeling using atlas-based features in graph convolutional nets., , , , and . Medical Imaging: Image Processing, volume 12032 of SPIE Proceedings, SPIE, (2022)Assessment of manual and automated intracranial artery diameter measurements., , , , and . Medical Imaging: Image Perception, Observer Performance, and Technology Assessment, volume 12035 of SPIE Proceedings, SPIE, (2022)Future Unruptured Intracranial Aneurysm Growth Prediction Using Mesh Convolutional Neural Networks., , , , , and . EPIMI/ML-CDS@MICCAI, volume 13755 of Lecture Notes in Computer Science, page 103-112. Springer, (2022)Geometric Deep Learning Using Vascular Surface Meshes for Modality-Independent Unruptured Intracranial Aneurysm Detection., , , , , and . IEEE Trans. Medical Imaging, 42 (11): 3451-3460 (November 2023)Benchmarking the CoW with the TopCoW Challenge: Topology-Aware Anatomical Segmentation of the Circle of Willis for CTA and MRA., , , , , , , , , and 40 other author(s). CoRR, (2023)Deep learning with vessel surface meshes for intracranial aneurysm detection., , , , , and . Medical Imaging: Computer-Aided Diagnosis, volume 12033 of SPIE Proceedings, SPIE, (2022)Relationship between diameter asymmetry of the anterior cerebral arteries of the Circle of Willis and asymmetry in diameters and blood flow of the upstream vasculature: preliminary results., , , , , and . Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, volume 12036 of SPIE Proceedings, SPIE, (2022)