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| Link zu diesem Datensatz | https://d-nb.info/1378794656 |
| Titel | Data Engineering in Medical Imaging : Third MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings / edited by Binod Bhattarai, Anita Rau, Razvan Caramalau, Annika Reinke, Anh Nguyen, Ana Namburete, Prashnna Gyawali, Danail Stoyanov |
| Person(en) |
Bhattarai, Binod (Herausgeber) Rau, Anita (Herausgeber) Caramalau, Razvan (Herausgeber) Reinke, Annika (Herausgeber) Nguyen, Anh (Herausgeber) Namburete, Ana (Herausgeber) Gyawali, Prashnna (Herausgeber) Stoyanov, Danail (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, XI, 257 p. 87 illus., 83 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-032-08008-0 Printed edition:: ISBN: 978-3-032-08010-3 |
| Inhalt | -- Surgical Vision World Model. -- Overcoming Data Scarcity: Brain Tumor Segmentation in Pediatric and African Populations. -- PiMPiC: An Overlap-Aware Contrastive Learning Framework for 3D Patch-Based Medical Image Segmentation. -- DiffusionXRay: A Diffusion and GAN-Based Approach for Enhancing Digitally Reconstructed Chest Radiographs. -- SingleStrip: learning skull-stripping from a single labeled example. -- Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal Endoscopy. -- Do Edges Matter? Investigating Edge-Enhanced Pre-Training for Medical Image Segmentation. -- Enhancing Malaria-Infected Red Blood Cell Detection with Domain-Aware Generative Augmentation. -- Analysis of Transferability Estimation Metrics for Surgical Phase Recognition. -- Expert-Guided Explainable Few-Shot Learning for Medical Image Diagnosis. -- Lesion-Aware Visual-Language Fusion for Automated Image Captioning of Ulcerative Colitis Endoscopic Examinations. -- Zero-shot Monocular Metric Depth for Endoscopic Images. -- Robust Federated Anomaly Detection Using Dual-Signal Autoencoders: Application to Kidney Stone Identification in Ureteroscopy. -- RadSURF: Automated Synthesis of Radiographs and Surface Representation of Vertebrae for Single View Reconstruction. -- A Dataset and Benchmark for Enhancing Retained Foreign Object Detection Through Physics-based Image Synthesis. -- Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for Diagnosis. -- Robust Early Detection of Barrett’s Neoplasia: Addressing Low-Prevalence Challenges with Generative Modeling. -- Instance-Balanced Patch Sampling for Whole-Body Lesion Segmentation. -- Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from Clinical CT Head Scans. -- Estimating 2D Keypoints of Surgical Tools Using Vision-Language Models with Low-Rank Adaptation. -- Exploring Pre-training Across Domains for Few-Shot Surgical Skill Assessment. -- Effect of Data Augmentation on Conformal Prediction for Diabetic Retinopathy. -- Addressing Bias in VLMs for Glaucoma Detection Without Protected Attribute Supervision. -- Balancing Redundancy and Diversity: An In-Depth Analysis of Active Learning for Laparoscopic Video Segmentation |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2510130407008.332296140625 DOI: 10.1007/978-3-032-08009-7 |
| URL | https://doi.org/10.1007/978-3-032-08009-7 |
| ISBN/Einband/Preis | 978-3-032-08009-7 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 16191 |
| Sachgruppe(n) | 620 Ingenieurwissenschaften und Maschinenbau |
| Online-Zugriff | Archivobjekt öffnen |
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