LEADER 05219nam 22007575 450 001 996655267103316 005 20250417130301.0 010 $a3-031-86920-6 024 7 $a10.1007/978-3-031-86920-4 035 $a(CKB)38484914400041 035 $a(DE-He213)978-3-031-86920-4 035 $a(MiAaPQ)EBC32013225 035 $a(Au-PeEL)EBL32013225 035 $a(EXLCZ)9938484914400041 100 $a20250417d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aComputational Diffusion MRI $e15th International Workshop, CDMRI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /$fedited by Maxime Chamberland, Tom Hendriks , Muge Karaman, Remika Mito, Nancy Newlin, S. Shailja, Elinor Thompson 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (XI, 224 p. 81 illus., 76 illus. in color.) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v15171 311 08$a3-031-86919-2 327 $a- 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?. 330 $aThis book constitutes the proceedings of the 15th International Workshop, CDMRI 2024, held in conjunction with MICCAI 2024, the 27th International Conference on Medical Image Computing and Computer-Assisted Intervention. The conference took place in Marrakesh, Morocco, October 6, 2024. The 19 full papers presented in this book were carefully reviewed and selected from 22 submissions. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v15171 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aArtificial intelligence 606 $aEducation$xData processing 606 $aSocial sciences$xData processing 606 $aComputer science$xMathematics 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 606 $aArtificial Intelligence 606 $aComputers and Education 606 $aComputer Application in Social and Behavioral Sciences 606 $aMathematics of Computing 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 0$aArtificial intelligence. 615 0$aEducation$xData processing. 615 0$aSocial sciences$xData processing. 615 0$aComputer science$xMathematics. 615 14$aComputer Imaging, Vision, Pattern Recognition and Graphics. 615 24$aArtificial Intelligence. 615 24$aComputers and Education. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aMathematics of Computing. 676 $a006 702 $aChamberland$b Maxime$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aHendriks $b Tom$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aKaraman$b Muge$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aMito$b Remika$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aNewlin$b Nancy$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aShailja$b S$4edt$4http://id.loc.gov/vocabulary/relators/edt 702 $aThompson$b Elinor$4edt$4http://id.loc.gov/vocabulary/relators/edt 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996655267103316 996 $aComputational diffusion MRI$91409948 997 $aUNISA