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会议文集


文集名Data Engineering in Medical Imaging
会议名3rd International Workshop on Data Engineering in Medical Imaging (DEMI 2025), Held in Conjunction with MICCAI 2025
中译名《第三届国际医学影像中的数据工程讨论会》
会议日期September 27, 2025
会议地点Daejeon, South Korea
出版年2026
馆藏号359389


题名作者出版年
Surgical Vision World ModelSaurabh Koju; Saurav Bastola; Prashant Shrestha; Sanskar Amgain; Yash Raj Shrestha; Rudra P. K. Poudel; Binod Bhattarai2026
Overcoming Data Scarcity: Brain Tumor Segmentation in Pediatric and African PopulationsAbdulkhalek Al-Fakih; Abbas Mohamed Rezk; Abdullah Shazly; Kanghyun Ryu; Mohammed A. Al-masni2026
PiMPiC: An Overlap-A ware Contrastive Learning Framework for 3D Patch-Based Medical Image SegmentationReza Karimzadeh; Ehsan Yousefzadeh-Asl-Miandoab; Hossein Arabi; Pinar Tozun; Bulat Ibragimov2026
DiffusionXRay: A Diffusion and GAN-Based Approach for Enhancing Digitally Reconstructed Chest RadiographsAryan Goyal; Ashish Mittal; Pranav Rao; Manoj Tadepalli; Preetham Putha2026
SingleStrip: Learning Skull-Stripping from a Single Labeled ExampleBella Specktor-Fadida; Malte Hoffmann2026
Kvasir-VQA-x1: A Multimodal Dataset for Medical Reasoning and Robust MedVQA in Gastrointestinal EndoscopySushant Gautam; Michael Riegler; Pal Halvorsen2026
Do Edges Matter? Investigating Edge-Enhanced Pre-training for Medical Image SegmentationPaul Zaha; Simeon Allmendinger; Lars Bocking; Leopold Muller; Niklas Kuhl2026
Enhancing Malaria-Infected Red Blood Cell Detection with Domain-Aware Generative AugmentationLuis F. Fraga; Adam Balint; Yongjoon Hwang2026
Analysis of Transferability Estimation Metrics for Surgical Phase RecognitionPrabhant Singh; Yiping Li; Yasmina Al Khalil2026
Expert-Guided Explainable Few-Shot Learning for Medical Image DiagnosisIfrat Ikhtear Uddin; Longwei Wang; KC Santosh2026
Lesion-Aware Visual-Language Fusion for Automated Image Captioning of Ulcerative Colitis Endoscopic ExaminationsAlexis Ivan Lopez Escamilla; Gilberto Ochoa; Sharib Ali2026
Zero-Shot Monocular Metric Depth for Endoscopic ImagesNicolas Toussaint; Emanuele Colleoni; Ricardo Sanchez-Matilla; Joshua Sutcliffe; Vanessa Thompson; Muhammad Asad; Imanol Luengo; Danail Stoyanov2026
Robust Federated Anomaly Detection Using Dual-Signal Autoencoders: Application to Kidney Stone Identification in UreteroscopyIvan Reyes-Amezcua; Francisco Lopez-Tiro; Clement Larose; Christian Daul; Andres Mendez-Vazquez; Gilberto Ochoa-Ruiz2026
Rad-Surf: Automated Synthesis of Radiographs and Vertebral Surfaces for Single-View ReconstructionR. Neeraja; A. Anusha; Vivek Maik; Aparna Purayath; Manojkumar Lakshmanan; Mohanasankar Sivaprakasam2026
A Dataset and Benchmark for Enhancing Retained Foreign Object Detection Through Physics-Based Image SynthesisLiwei Zhou; Yuli Wang; Victoria Shi; Jonathan Feng; Lin-mei Zhao; Norman Atagu; Praneeth Madhu; Tej Mehta; Premal Trivedi; Cheng Ting Lin; Web Stayman; John Eng; Pamela Johnson; Elliott Haut; Harrison Bai2026
Unmasking Interstitial Lung Diseases: Leveraging Masked Autoencoders for DiagnosisEthan Dack; Lorenzo Brigato; Vasilis Dedousis; Janine Gote-Schniering; Cheryl Magnin; Hanno Hoppe; Aristomenis Exadaktylos; Manuela Funke-Chambour; Thomas Geiser; Andreas Christe; Lukas Ebner; Stavroula Mougiakakou2026
Robust Early Detection of Barrett's Neoplasia: Addressing Low-Prevalence Challenges with Generative ModelingTim J. M. Jaspers; Francisco Caetano; Cris H. B. Claessens; Carolus H. J. Kusters; Haiko Middeljans; Martijn R. Jong; Rixta A. H. van Eijck van Heslinga; Floor Slooter; Albert Jeroen de Groof; Jacques J. Bergman; Peter H. N. De With; Fons van der Sommen2026
Instance-Balanced Patch Sampling for Whole-Body Lesion SegmentationJoris Wuts; Jakub Ceranka; Jef Vandemeulebroucke; Frederic Lecouvet2026
Calibrated Self-supervised Vision Transformers Improve Intracranial Arterial Calcification Segmentation from Clinical CT Head ScansBenjamin Jin; Grant Mair; Joanna M. Wardlaw; Maria del C. Valdes Hernandez2026
Estimating 2D Keypoints of Surgical Tools Using Vision-Language Models with Low-Rank AdaptationKrit Duangprom; Tryphon Lambrou; Binod Bhattarai2026
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