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| Link zu diesem Datensatz | https://d-nb.info/1371529442 |
| Titel | Medical Image Understanding and Analysis : 29th Annual Conference, MIUA 2025, Leeds, UK, July 15–17, 2025, Proceedings, Part III / edited by Sharib Ali, David C. Hogg, Michelle Peckham |
| Person(en) |
Ali, Sharib (Herausgeber) Hogg, David C. (Herausgeber) Peckham, Michelle (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, XIII, 336 p. 99 illus., 92 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-98693-2 Printed edition:: ISBN: 978-3-031-98695-6 |
| Inhalt | -- Medical Image Segmentation. -- TransE2UNet: Edge Guided TransEfficientUNET for Generalized Colon Polyp Segmentation from Endoscopy Images. -- CA-Seg: An Attribute-based Medical Image Segmentation Framework for Unified Out-of-distributed Medical Image Segmentation. -- TotalSegmentator 2D: A Tool for Rapid Anatomical Structure Analysis. -- Promptable Cancer Segmentation Using Minimal Expert-curated Data. -- SPARS: Self-Play Adversarial Reinforcement Learning for Segmentation of Liver Tumours. -- Semantic Segmentation with Spreading Scribbles. -- A Hybrid Transformer-Graph Model for Multi-Class Lymph Node Segmentation in Histopathology. -- Exploring Context-Switching in Medical Image Retrieval Using Segmentation Models. -- Segmentation in Histopathology Utilising Simulated Masked Patches. -- A Feature-Driven Acquisition Strategy Using Scale-Invariant Descriptors for Deep Active Learning in Preclinical CT Segmentation. -- Quantifying Inter-Annotator Agreement and Generalist Model Limitations in Imaging Mass Cytometry Single Cell Segmentation. -- Subcortical Masks Generation in CT Images via Ensemble-Based Cross-Domain Label Transfer. -- DRASU-Net: Dual-backbone and Residual Atrous Squeeze module-aided U-Net Model for Polyp Segmentation. -- PolypDINO: Adapting DINOv2 for Domain Generalized Polyp Segmentation. -- Intraoperative Segmentation Through Deep Learning and Mask Post-processing in Laparoscopic Liver Surgery. -- Retinal and Vascular Image Analysis. -- Hessian-based Deep Retinal Vessel Segmentation with Extremely Few Annotations. -- Diffusion with Adversarial Fine-Tuning for Improving Rare Retinal Disease Diagnosis. -- Deep Learning for Cardiovascular Risk Assessment: Proxy Features from Carotid Sonography as Predictors of Arterial Damage. -- Enhanced Coronary Artery Segmentation in CTCA Using Bridging Centreline Integration. -- QD-RetNet: Efficient Retinal Disease Classification via Quantized Knowledge Distillation. -- Exploring the Effectiveness of Deep Features from Domain-Specific Foundation Models in Retinal Image Synthesis. -- GenVOG: A Diffusion Probabilistic Framework for Patient-Independent Pose-Guided Nystagmus Video-Oculography (VOG) Generation. -- Structurally Different Neural Network Blocks for the Segmentation of Atrial and Aortic Perivascular Adipose Tissue in Multi-centre CT Angiography Scans |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2507150407497.919442048812 DOI: 10.1007/978-3-031-98694-9 |
| URL | https://doi.org/10.1007/978-3-031-98694-9 |
| ISBN/Einband/Preis | 978-3-031-98694-9 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15918 |
| DDC-Notation | 006.3 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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