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[null,null,"Titolo",null,"Computational 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 Thompson"]
[null,null,"Pubbl/distr/stampa",null,"Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2025"]
[null,null,"ISBN",null,"3-031-86920-6"]
[null,null,"Edizione",null,"[1st ed. 2025.]"]
[null,null,"Descrizione fisica",null,"1 online resource (XI, 224 p. 81 illus., 76 illus. in color.)"]
[null,null,"Collana",null,"Lecture Notes in Computer Science, , 1611-3349 ; ; 15171"]
[null,null,"Disciplina",null,"006"]
[null,null,"Soggetti",null,"Image processing - Digital techniques"]
[{"$nulls":4},"Computer vision"]
[{"$nulls":4},"Artificial intelligence"]
[{"$nulls":4},"Education - Data processing"]
[{"$nulls":4},"Social sciences - Data processing"]
[{"$nulls":4},"Computer science - Mathematics"]
[{"$nulls":4},"Computer Imaging, Vision, Pattern Recognition and Graphics"]
[{"$nulls":4},"Artificial Intelligence"]
[{"$nulls":4},"Computers and Education"]
[{"$nulls":4},"Computer Application in Social and Behavioral Sciences"]
[{"$nulls":4},"Mathematics of Computing"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,"Nota di contenuto",null,"- 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 "]
[{"$nulls":4},"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?."]
[null,null,null,"Sommario/riassunto","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."]