04098nam 22007695 450 99664786440331620250207115241.09783031808715303180871110.1007/978-3-031-80871-5(MiAaPQ)EBC31900206(Au-PeEL)EBL31900206(CKB)37498921700041(DE-He213)978-3-031-80871-5(OCoLC)1500772404(EXLCZ)993749892170004120250207d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierDiabetic Foot Ulcers Grand Challenge 4th Challenge, DFUC 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /edited by Moi Hoon Yap, Connah Kendrick, Raphael Brüngel1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (190 pages)Lecture Notes in Computer Science,1611-3349 ;153359783031808708 3031808703 Translating Clinical Delineation of Diabetic Foot Ulcers into Machine Interpretable Segmentation -- Dinov2 Mask R-CNN: Self-supervised Instance Segmentation of Diabetic Foot Ulcers -- Diabetic foot ulcer unsupervised segmentation with Vision Transformers attention -- Self-Supervised Instance Segmentation of Diabetic Foot Ulcers via Feature Correspondence Distillation -- Multi-stage Segmentation of Diabetic Foot Ulcers Using Self-Supervised Learning -- SSL-based Encoder Pre-training for Segmenting a Heterogeneous Chronic Wound Image Database with Few Annotations -- Multi-Scale Attention Network for Diabetic Foot Ulcer Segmentation using Self-Supervised Learning -- A Supervised Segmentation Solution: Diabetic Foot Ulcers Challenge 2024 -- CDe: Focus on the Color Differences in Diabetic Foot Images -- Diabetic Foot Ulcer Grand Challenge 2024: Overview and Baseline Methods.This book constitutes the 4th Challenge on Diabetic Foot Ulcers, DFUC2024, held in conjunction with the 27th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2024, in Marrakesh, Morocco, on October 6, 2024. The 8 full papers presented in this book together with 2 invited papers were carefully reviewed and selected from 11 submissions. The task of DFUC 2024 was on self-supervised learning in ulcer segmentation, for the purpose of supporting research towards more advanced methods to overcome data deficiency and unlabelled data.Lecture Notes in Computer Science,1611-3349 ;15335Computer visionImage processingDigital techniquesSignal processingMachine learningApplication softwareEducationData processingComputer VisionComputer Imaging, Vision, Pattern Recognition and GraphicsSignal, Speech and Image ProcessingMachine LearningComputer and Information Systems ApplicationsComputers and EducationComputer vision.Image processingDigital techniques.Signal processing.Machine learning.Application software.EducationData processing.Computer Vision.Computer Imaging, Vision, Pattern Recognition and Graphics.Signal, Speech and Image Processing.Machine Learning.Computer and Information Systems Applications.Computers and Education.006.37Yap Moi Hoon1762001Kendrick Connah1762002Brüngel Raphael1785857MiAaPQMiAaPQMiAaPQBOOK996647864403316Diabetic Foot Ulcers Grand Challenge4317307UNISA