05219nam 22007575 450 99665526710331620250417130301.03-031-86920-610.1007/978-3-031-86920-4(CKB)38484914400041(DE-He213)978-3-031-86920-4(MiAaPQ)EBC32013225(Au-PeEL)EBL32013225(EXLCZ)993848491440004120250417d2025 u| 0engur|||||||||||txtrdacontentcrdamediacrrdacarrierComputational Diffusion MRI 15th International Workshop, CDMRI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /edited by Maxime Chamberland, Tom Hendriks , Muge Karaman, Remika Mito, Nancy Newlin, S. Shailja, Elinor Thompson1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (XI, 224 p. 81 illus., 76 illus. in color.) Lecture Notes in Computer Science,1611-3349 ;151713-031-86919-2 - 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?.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.Lecture Notes in Computer Science,1611-3349 ;15171Image processingDigital techniquesComputer visionArtificial intelligenceEducationData processingSocial sciencesData processingComputer scienceMathematicsComputer Imaging, Vision, Pattern Recognition and GraphicsArtificial IntelligenceComputers and EducationComputer Application in Social and Behavioral SciencesMathematics of ComputingImage processingDigital techniques.Computer vision.Artificial intelligence.EducationData processing.Social sciencesData processing.Computer scienceMathematics.Computer Imaging, Vision, Pattern Recognition and Graphics.Artificial Intelligence.Computers and Education.Computer Application in Social and Behavioral Sciences.Mathematics of Computing.006Chamberland Maximeedthttp://id.loc.gov/vocabulary/relators/edtHendriks  Tomedthttp://id.loc.gov/vocabulary/relators/edtKaraman Mugeedthttp://id.loc.gov/vocabulary/relators/edtMito Remikaedthttp://id.loc.gov/vocabulary/relators/edtNewlin Nancyedthttp://id.loc.gov/vocabulary/relators/edtShailja Sedthttp://id.loc.gov/vocabulary/relators/edtThompson Elinoredthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996655267103316Computational diffusion MRI1409948UNISA