Computational Diffusion MRI

15th International Workshop, CDMRI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings

AvMaxime Chamberland,Tom Hendriks

Häftad, Engelska, 2025

Del 15171 i serien Lecture Notes in Computer Science

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Beskrivning

This book constitutes the proceedings of the 15th International Workshop, CDMRI 2024, held in conjunction with MICCAI 2024, the 27th International Conference on Medical Image Computing and Computer-Assisted Intervention. The conference took place in Marrakesh, Morocco, October 6, 2024.The 19 full papers presented in this book were carefully reviewed and selected from 22 submissions.

Produktinformation

Utgivningsdatum:2025-04-18
Mått:155 x 235 x 13 mm
Vikt:365 g
Format:Häftad
Språk:Engelska
Serie:Lecture Notes in Computer Science
Antal sidor:224
Förlag:Springer International Publishing AG
ISBN:9783031869198

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Artificiell intelligens inom Data och IT
Medicinsk bildbehandling inom Medicin

Innehållsförteckning

- Super-Resolution of Diffusion-Weighted Images via TDI-Conditioned Diffusion Model..- Diffusion-Based Gray-White Matter Mapping for Quantitative Tractography in Glioma Patients..- Ground-truth effects in learning-based fiber orientation distribution estimation in neonatal brains..- Synthesizing 3D axon morphology: springs are all we need..- Randomly COMMITting: Iterative Convex Optimization for Microstructure-Informed Tractography..- AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning..- Multi-dimensional Parameter Space Exploration for Streamline-specific Tractography..- Cross-domain Fiber Cluster Shape Analysis for Language Performance Cognitive Score Prediction..- Can Transfer Learning Improve Supervised Segmentation of White Matter Bundles in Glioma Patients..- Image Quality Transfer of Diffusion MRI Guided By High-Resolution Structural MRI..- QID2: An Image-Conditioned Diffusion Model for Q-space Up-sampling of DWI Data..- Ts-FWE: Token-Aware Single-shell Free Water Estimation for Brain Diffusion MRI..- Assessing Early Motor System Degeneration in the Spinal Cord of ALS Patients Using Diffusion MRI: An Exploratory Study..- RobNODDI: Robust NODDI Parameter Estimation with Adaptive Sampling under Continuous Representation..- Introducing QuantConn: Overcoming challenging diffusion acquisitions with harmonization..- Learning Low-Rank Tensor Approximation for GPU-based Tractography..- Deep multivariate autoencoder for capturing complexity in Brain Structure and Behaviour Relationships..- Heritability and Genetic Correlations Along the Corticospinal Tract..- Corpus Callosum Parcellation Methods: What Can Tractography Tell Us About Them?.