Diabetic Foot Ulcer Grand Challenge 2022 Summary

Kendrick, Connah and Cassidy, Bill and Reeves, Neil D. and Pappachan, Joseph M. and O’Shea, Claire and Chandrabalan, Vishnu and Yap, Moi Hoon (2023) Diabetic Foot Ulcer Grand Challenge 2022 Summary. In: Diabetic Foot Ulcers Grand Challenge :. DFUC 2022 . Springer Nature, Singapore, pp. 115-123. ISBN 978-3-031-26353-8

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Abstract

The Diabetic Foot Ulcer Challenge 2022 focused on the task of diabetic foot ulcer segmentation, based on the work completed in previous DFU challenges. The challenge provided 4000 images of full-view foot ulcer images together with corresponding delineation of ulcer regions. This paper provides an overview of the challenge, a summary of the methods proposed by the challenge participants, the results obtained from each technique, and a comparison of the challenge results. The best-performing network was a modified HarDNet-MSEG, with a Dice score of 0.7287.

Item Type:
Contribution in Book/Report/Proceedings
Uncontrolled Keywords:
Research Output Funding/yes_internally_funded
Subjects:
?? yes - internally funded ??
ID Code:
225941
Deposited By:
Deposited On:
27 Nov 2024 13:30
Refereed?:
Yes
Published?:
Published
Last Modified:
27 Nov 2024 13:30