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Online Ressourcen
Link zu diesem Datensatz https://d-nb.info/1377034968
Titel Simulation and Synthesis in Medical Imaging : 10th International Workshop, SASHIMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings / edited by Virginia Fernandez, David Wiesner, Lianrui Zuo, Adrià Casamitjana, Samuel W. Remedios
Person(en) Fernandez, Virginia (Herausgeber)
Wiesner, David (Herausgeber)
Zuo, Lianrui (Herausgeber)
Casamitjana, Adrià (Herausgeber)
Remedios, Samuel W. (Herausgeber)
Organisation(en) SpringerLink (Online service) (Sonstige)
Ausgabe 1st ed. 2026
Verlag Cham : Springer Nature Switzerland, Imprint: Springer
Zeitliche Einordnung Erscheinungsdatum: 2026
Umfang/Format Online-Ressource, XV, 183 p. 59 illus. : online resource.
Andere Ausgabe(n) Printed edition:: ISBN: 978-3-032-05572-9
Printed edition:: ISBN: 978-3-032-05574-3
Inhalt -- MedLoRD: A Medical Low-Resource Diffusion Model for High-Resolution 3D CT Image Synthesis. -- GLFC: Unified Global-Local Feature and Contrast Learning with Mamba-Enhanced UNet for Synthetic CT Generation from CBCT. -- 2D to 3D MR Image Super-Resolution using Cross-Contrast Guidance. -- 3D Super-Resolution for Enhancing Compression Fracture Detection in Thick Slice CT: Diffusion Models vs GANs. -- From Tissue-Mimicking Phantoms to Physics-Based Scans: Synthetic OCT for Few-Shot Foundation Model Training. -- Multi-modal Brain MRI Synthesis with nnU-Net: Exploring Segmentation Per formance and Cross-Modality Relationships. -- Unified 3D MRI Representations via Sequence-Invariant Contrastive Learning. -- From Lines to Shapes: Geometric-Constrained Segmentation of X-Ray Collima tors via Hough Transform. -- VIOLET: A framework for combined Volumetric Image registration via Opti mization and Learning for Efficient image Translation. -- Generation of Controllable and Photorealistic Synthetic Cataract Surgery Im ages: Blending 3D Models and Real-World Data. -- Unsupervised MRI Harmonization via Parameter Prediction and Super-Resolved MPMs. -- Learning Mechanistic Subtypes of Neurodegeneration with a Physics-Informed Variational Autoencoder Mixture Model. -- FastDTI: A 3D Scale-arbitrary Super-resolution Autoencoder Residual Dense Network for DTI. -- Lesion-Aware CT-to-MRI Synthesis using a Mask-Informed Diffusion with Adaptive Weighted Loss (MIDAS). .-Conditional Iterative α-(de)Blending Model for CBCT-tosCT Synthesis: Towards a Deterministic and Simple Process. -- Synthesizing Accurate and Realistic T1-weighted Contrast-Enhanced MR Images using Posterior-Mean Rectified Flow. -- Clustering-based Stain Augmentation: Templates for Periodic Acid-Schiff Biopsy Images
Persistent Identifier URN: urn:nbn:de:101:1-2509210405376.869929225116
DOI: 10.1007/978-3-032-05573-6
URL https://doi.org/10.1007/978-3-032-05573-6
ISBN/Einband/Preis 978-3-032-05573-6
Sprache(n) Englisch (eng)
Beziehungen Lecture Notes in Computer Science ; 16085
DDC-Notation 006.42 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 004 Informatik

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