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Diabetic Foot Ulcers Grand Challenge 4th Challenge, DFUC 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings /

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 togeth...

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Dades bibliogràfiques
Autor corporatiu: SpringerLink (Online service)
Altres autors: Yap, Moi Hoon (Editor), Kendrick, Connah (Editor), Brüngel, Raphael (Editor)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer Nature Switzerland : Imprint: Springer, 2025.
Edició:1st ed. 2025.
Col·lecció:Lecture Notes in Computer Science, 15335
Matèries:
Computer vision.
Image processing > Digital techniques.
Signal processing.
Machine learning.
Application software.
Education > Data 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.
Accés en línia:https://doi.org/10.1007/978-3-031-80871-5
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Taula de continguts:
  • 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.

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