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| Link zu diesem Datensatz | https://d-nb.info/1371529523 |
| Titel | Medical Image Understanding and Analysis : 29th Annual Conference, MIUA 2025, Leeds, UK, July 15–17, 2025, Proceedings, Part II / 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, 332 p. 124 illus., 112 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-98690-1 Printed edition:: ISBN: 978-3-031-98692-5 |
| Inhalt | -- Image-guided Diagnosis. -- FD-SSD: Semi-Supervised Detection of Bone Fenestration and Dehiscence in Intraoral Images. -- Interpretable Prediction of Lymph Node Metastasis in Rectal Cancer MRI Using Variational Autoencoders. -- Self-Guided SwinTransformer Improves Breast Cancer Detection Through Iterative Attention-Based Zooming. -- Can AI Be Faster, Accurate, and Explainable? SpikeNet Makes It Happen. -- A Novel Feature-Prioritized Loss Function for Enhanced Pneumonia Segmentation in Chest X-rays. -- Bridging Accuracy and Explainability: A SHAP-Enhanced CNN for Skin Cancer Diagnosis. -- Multi-Scale WSI Analysis: A Cascade Framework for Efficient Breast Cancer Metastasis Detection. -- Learning to Harmonize Cross-vendor X-ray Images by Non-linear Image Dynamics Correction. -- Modified CBAM: Sub-Block Pooling for Improved Channel and Spatial Attention. -- WSI-AL: A Novel Active Learning Framework for Whole Slide Image Selection. -- A Deep-learning Approach for Diagnosing and Grading Ankylosing Spondylitis Sacroiliitis by X-ray Images. -- Towards Breast Tumor Aggressiveness Classification in Digital Mammograms Using Boundary-Aware Segmentation and Feature Analysis. -- Image-guided Intervention. -- Joint Dento-Facial Shape Model. -- Out-of-Distribution Detection in Gastrointestinal Vision by Estimating Nearest Centroid Distance Deficit. -- Deep Learning-Driven Pipeline for Automated Wound Measurement of Chronic Wounds. -- Midline-constrained Loss in the Anatomical Landmark Segmentation of 3D Liver Models. -- DepthClassNet: A Multitask Framework for Monocular Depth Estimation and Texture Classification in Endoscopic Imaging. -- Assessing the Generalization Performance of SAM for Ureteroscopy Scene Segmentation and Understanding. -- Modelling Uncertainty in Graph Convolutional Networks for Edge Detection in Mammograms. -- Classification of Gastroscopy Images Under extreme Class Imbalance: A Deep Learning Pipeline. -- Temporally Consistent Smoke Removal from Endoscopic Video Images. -- Toward Patient-specific Partial Point Cloud to Surface Completion for Pre- to Intra-operative Registration in Image-guided Liver Interventions. -- EfficientDet with Knowledge Distillation and Instance Whitening for Real-time and Generalisable Polyp Detection |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2507150408337.863704844557 DOI: 10.1007/978-3-031-98691-8 |
| URL | https://doi.org/10.1007/978-3-031-98691-8 |
| ISBN/Einband/Preis | 978-3-031-98691-8 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 15917 |
| DDC-Notation | 004.678 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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