Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review
}
TY - GEN
T1 - Diabetic Foot Ulcer Grand Challenge 2022 Summary
AU - Kendrick, Connah
AU - Cassidy, Bill
AU - Reeves, Neil D.
AU - Pappachan, Joseph M.
AU - O’Shea, Claire
AU - Chandrabalan, Vishnu
AU - Yap, Moi Hoon
PY - 2023/2/12
Y1 - 2023/2/12
N2 - 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.
AB - 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.
UR - https://link.springer.com/chapter/10.1007/978-3-031-26354-5_10#:~:text=Abstract,corresponding%20delineation%20of%20ulcer%20regions.
U2 - 10.1007/978-3-031-26354-5_10
DO - 10.1007/978-3-031-26354-5_10
M3 - Conference contribution/Paper
SN - 978-3-031-26353-8
T3 - DFUC 2022
SP - 115
EP - 123
BT - Diabetic Foot Ulcers Grand Challenge
A2 - Hoon Yap, Moi
A2 - Kendrick, Connah
A2 - Cassidy, Bill
PB - Springer Nature
CY - Singapore
ER -