Diabetic foot ulcers grand challenge : second challenge, DFUC 2021, held in conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021 : proceedings

Diabetic foot ulcers grand challenge : second challenge, DFUC 2021, held in conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021 : proceedings / Moi Hoon Yap, Bill Cassidy, Connah Kendrick (eds.).

This book constitutes the Second Diabetic Foot Ulcers Grand Challenge, DFUC 2021, which was held on September 27, 2021, in conjunction with the 24th International Conference on Medical Image Computing and Computer-Assisted Intervention, MICCAI 2021. The challenge took place virtually due to the COVI...

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Bibliographic Details
Corporate Authors: DFUC (Conference) Online), International Conference on Medical Image Computing and Computer-Assisted Intervention
Other Authors: Yap, Moi Hoon (Editor), Cassidy, Bill (Editor), Kendrick, Connah (Editor)
Format: eBook
Language:English
Published: Cham : Springer, [2022]
Series:Lecture notes in computer science ; 13183.
LNCS sublibrary. Image processing, computer vision, pattern recognition, and graphics.
Subjects:
Diabetes > Imaging > Congresses.
Diabetes > Complications > Congresses.
Foot > Imaging > Congresses.
Foot > Ulcers > Congresses.
Diabetes > Complications
Foot > Ulcers
Peu diabètic.
Úlceres.
Imatges mèdiques.
Electronic books.
proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Congressos.
Llibres electrònics.
Online Access:Click for online access
Table of Contents:
  • Development of Diabetic Foot Ulcer Datasets: An Overview
  • DFUC2021 Challenge Papers
  • Convolutional Nets Versus Vision Transformers for Diabetic Foot Ulcer Classification
  • Boosting EffcientNets Ensemble Performance via Pseudo-Labels and Synthetic Images by pix2pixHD for Infection and Ischaemia Classification in Diabetic Foot Ulcers
  • Bias Adjustable Activation Network for Imbalanced data-Diabetic Foot Ulcer Challenge 2021
  • Efficient Multi-model Vision Transformer based on Feature Fusion for Classification of DFUC2021 Challenge
  • Diabetic Foot Ulcer Classification using Well-known Deep Learning Architectures
  • Diabetic Foot Ulcer Grand Challenge 2021: Evaluation and Summary
  • Post Challenge Paper
  • Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer.

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