Diabetic Foot Ulcers Grand Challenge -

Diabetic Foot Ulcers Grand Challenge

4th Challenge, DFUC 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6, 2024, Proceedings
Buch | Softcover
X, 129 Seiten
2025
Springer International Publishing (Verlag)
978-3-031-80870-8 (ISBN)
53,49 inkl. MwSt

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.

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.

Erscheint lt. Verlag 16.2.2025
Reihe/Serie Lecture Notes in Computer Science
Zusatzinfo X, 129 p. 41 illus.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte computer vision • Diabetic Foot Ulcers • Image Processing • instance segmentation • machine learning • self-supervised learning • Synthetic Images
ISBN-10 3-031-80870-3 / 3031808703
ISBN-13 978-3-031-80870-8 / 9783031808708
Zustand Neuware
Informationen gemäß Produktsicherheitsverordnung (GPSR)
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Eine kurze Geschichte der Informationsnetzwerke von der Steinzeit bis …

von Yuval Noah Harari

Buch | Hardcover (2024)
Penguin (Verlag)
28,00