Obálka

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

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 p...

Celý popis

Uloženo v:
Podrobná bibliografie
Korporativní autor: SpringerLink (Online service)
Další autoři: Chamberland, Maxime (Editor), Hendriks , Tom (Editor), Karaman, Muge (Editor), Mito, Remika (Editor), Newlin, Nancy (Editor), Shailja, S. (Editor), Thompson, Elinor (Editor)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Vydání:1st ed. 2025.
Edice:Lecture Notes in Computer Science, 15171
Témata:
Image processing > Digital techniques.
Computer vision.
Artificial intelligence.
Education > Data processing.
Social sciences > Data processing.
Computer science > Mathematics.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Artificial Intelligence.
Computers and Education.
Computer Application in Social and Behavioral Sciences.
Mathematics of Computing.
On-line přístup:https://doi.org/10.1007/978-3-031-86920-4
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Obsah:
  • - 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?.

Podobné jednotky