LEADER 05326nam 22006255 450 001 996691665903316 005 20251011130402.0 010 $a3-032-08009-6 024 7 $a10.1007/978-3-032-08009-7 035 $a(MiAaPQ)EBC32342975 035 $a(Au-PeEL)EBL32342975 035 $a(CKB)41621548200041 035 $a(DE-He213)978-3-032-08009-7 035 $a(EXLCZ)9941621548200041 100 $a20251011d2026 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aData Engineering in Medical Imaging $eThird MICCAI Workshop, DEMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings /$fedited by Binod Bhattarai, Anita Rau, Razvan Caramalau, Annika Reinke, Anh Nguyen, Ana Namburete, Prashnna Gyawali, Danail Stoyanov 205 $a1st ed. 2026. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2026. 215 $a1 online resource (430 pages) 225 1 $aLecture Notes in Computer Science,$x1611-3349 ;$v16191 311 08$a3-032-08008-8 327 $a -- 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. 330 $aThis book constitutes the proceedings of the Third MICCAI Workshop on Data Engineering in Medical Imaging, DEMI 2025, held in conjunction with the 28th International conference on Medical Image Computing and Computer Assisted Intervention, MICCAI 2025, in Daejeon, South Korea, on September 27, 2025. The 24 full papers included in this book were carefully reviewed and selected from 33 submissions. These papers focus on the topic of data engineering in medical imaging and address open questions in the field. The workshop welcomes various approaches such as data and label augmentation, active learning and active synthesis, federated learning, multimodal learning, self-supervised learning, and large-scale data management and data quality assessment. 410 0$aLecture Notes in Computer Science,$x1611-3349 ;$v16191 606 $aEngineering$xData processing 606 $aImage processing$xDigital techniques 606 $aComputer vision 606 $aData Engineering 606 $aComputer Imaging, Vision, Pattern Recognition and Graphics 615 0$aEngineering$xData processing. 615 0$aImage processing$xDigital techniques. 615 0$aComputer vision. 615 14$aData Engineering. 615 24$aComputer Imaging, Vision, Pattern Recognition and Graphics. 676 $a620.00285 700 $aBhattarai$b Binod$01786210 701 $aRau$b Anita$01786211 701 $aCaramalau$b Razvan$01786212 701 $aReinke$b Annika$01849918 701 $aNguyen$b Anh$01777055 701 $aNamburete$b Ana$01786214 701 $aGyawali$b Prashnna$01786213 701 $aStoyanov$b Danail$01786215 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a996691665903316 996 $aData Engineering in Medical Imaging$94466485 997 $aUNISA