November 2024 issue

https://doi.org/10.59275/j.melba.2024-2176

5 papers

GLACIAL: Granger and Learning-based Causality Analysis for Longitudinal Imaging Studies

2024/12/16
November 2024 issue

Minh NguyenECE Department, Cornell Tech, New York, NY, USA, Gia H. NgoECE Department, Cornell Tech, New York, NY, USA, Mert R. SabuncuECE Department, Cornell Tech, New York, NY, USA

PDF · Code · arXiv

Echocardiography Analysis with Deep Learning using Priors: Multi-centric Evaluation of Generalisation

2024/11/30
November 2024 issue

Yingyu YangCentre Inria d’Université Côte d’Azur, Sophia Antipolis, France, Marie RocherCHU de Nice - Hôpital Pasteur, Nice, France, Pamela MoceriCHU de Nice - Hôpital Pasteur, Nice, France, Maxime SermesantCentre Inria d’Université Côte d’Azur, Sophia Antipolis, France

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SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration

2024/11/27
November 2024 issue

Joel HonkamaaDepartment of Computer Science, Aalto University, Finland, Pekka MarttinenDepartment of Computer Science, Aalto University, Finland

PDF · Code · arXiv

Disentangling Hippocampal Shape Variations: A Study of Neurological Disorders Using Mesh Variational Autoencoder with Contrastive Learning

2024/11/25
November 2024 issue

Jakaria RabbiDepartment of Computing Science, University of Alberta, Edmonton, Canada, Johannes KiechleInstitute for Computational Imaging and AI in Medicine, Technical University of Munich, Munich, Germany, Christian BeaulieuDepartment of Radiology and Diagnostic Imaging & Biomedical Engineering, University of Alberta, Edmonton, Canada, Nilanjan RayDepartment of Computing Science, University of Alberta, Edmonton, Canada, Dana CobzasDepartment of Computer Science, MacEwan University, Edmonton, Canada

PDF · Code · arXiv

Alternative Learning Paradigms for Image Quality Transfer

2024/11/12
November 2024 issue

Ahmed Karam EldalyCentre for Medical Image Computing, Department of Computer Science, University College London, UK
Department of Computer Science, University of Exeter, UK, Matteo FiginiCentre for Medical Image Computing, Department of Computer Science, University College London, UK, Daniel C. AlexanderCentre for Medical Image Computing, Department of Computer Science, University College London, UK

PDF · arXiv