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Online Ressourcen
Link zu diesem Datensatz https://d-nb.info/1371702330
Titel Medical Image Understanding and Analysis : 29th Annual Conference, MIUA 2025, Leeds, UK, July 15–17, 2025, Proceedings, Part I / 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, XXI, 320 p. 106 illus., 94 illus. in color. : online resource.
Andere Ausgabe(n) Printed edition:: ISBN: 978-3-031-98687-1
Printed edition:: ISBN: 978-3-031-98689-5
Inhalt -- Frontiers in Computational Pathology. -- Transductive Survival Ranking for Pan-cancer Automatic Risk Stratification using Whole Slide Images. -- Benchmarking Histopathology Foundation Models in a Multi-center Dataset for Skin Cancer Subtyping. -- MitoNet: Efficient Ki-67 Detection in H\&E-Stained Images. -- ASTER: Automated Segmentation of Endometrial Histology Images for Reproductive Health Assessment. -- Leveraging Pathology Foundation Models for Panoptic Segmentation of Melanoma in H\&E Images. -- SMatt-DINO: Spatially Aware Masked Attention Network for High Resolution Brain Image Classification. -- Persistent Homology and Gabor Features Reveal Inconsistencies Between Widely Used Colorectal Cancer Training and Testing Datasets. -- SWIFT-Reg: Slide-Wide Intelligent Feature-based Tissue Registration. -- Learnable Moran’s Index for Modeling Spatial Autocorrelation in Whole Slide Images to Predict Breast Cancer Outcomes. -- Image Synthesis and Generative Artificial Intelligence. -- Augmenting Chest X-ray Datasets with Non-Expert Annotations. -- Leveraging Synthetic Data for Whole-Body Segmentation in X-ray Images. -- Transform(AI)ng Radiology with CheXSBT: Integrating Dual-Attention Swin Transformer with BERT for Seamless Chest X-Ray Report Generation. -- Cardiac Ultrasound Video Generation Using a Diffusion Model with Temporal Transformer. -- KCLVA: Knowledge-enhanced Contrastive Learning and View-specific Attention for Chest X-ray Report Generation. -- BlastDiffusion: A Latent Diffusion Model for Generating Synthetic Embryo Images to Address Data Scarcity in In Vitro Fertilization. -- MediAug: Exploring Visual Augmentation in Medical Imaging. -- On the Robustness of Medical Vision-Language Models: Are they Truly Generalizable?. -- DiNO-Diffusion: Scaling Medical Diffusion Models via Self-Supervised Pre-Training. -- Knowledge-Driven Hypothesis Generation for Burn Diagnosis from Ultrasound with Vision-Language Model. -- Multimodal Federated Learning With Missing Modalities through Feature Imputation Network. -- Parameter-Efficient Multimodal Adaptation for Certified Robustness of Medical Vision-Language Models
Persistent Identifier URN: urn:nbn:de:101:1-2507170407587.179435004229
DOI: 10.1007/978-3-031-98688-8
URL https://doi.org/10.1007/978-3-031-98688-8
ISBN/Einband/Preis 978-3-031-98688-8
Sprache(n) Englisch (eng)
Beziehungen Lecture Notes in Computer Science ; 15916
DDC-Notation 610.28 (maschinell ermittelte DDC-Kurznotation)
Sachgruppe(n) 610 Medizin, Gesundheit

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