Home > Research > Publications & Outputs > Development of Diabetic Foot Ulcer Datasets

Research

Associated organisational unit

Links

Text available via DOI:

View graph of relations

Development of Diabetic Foot Ulcer Datasets: An Overview

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Published

Standard

Development of Diabetic Foot Ulcer Datasets: An Overview. / Yap, Moi Hoon; Kendrick, Connah; Reeves, Neil D. et al.
Diabetic Foot Ulcers Grand Challenge (DFUC 2021). ed. / Moi Hoon Yap; Bill Cassidy; Connah Kendrick. Cham: Springer, 2022. p. 1-18 (Lecture Notes in Computer Science; Vol. 13183).

Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

Harvard

Yap, MH, Kendrick, C, Reeves, ND, Goyal, M, Pappachan, JM & Cassidy, B 2022, Development of Diabetic Foot Ulcer Datasets: An Overview. in MH Yap, B Cassidy & C Kendrick (eds), Diabetic Foot Ulcers Grand Challenge (DFUC 2021). Lecture Notes in Computer Science, vol. 13183, Springer, Cham, pp. 1-18. https://doi.org/10.1007/978-3-030-94907-5_1

APA

Yap, M. H., Kendrick, C., Reeves, N. D., Goyal, M., Pappachan, J. M., & Cassidy, B. (2022). Development of Diabetic Foot Ulcer Datasets: An Overview. In M. H. Yap, B. Cassidy, & C. Kendrick (Eds.), Diabetic Foot Ulcers Grand Challenge (DFUC 2021) (pp. 1-18). (Lecture Notes in Computer Science; Vol. 13183). Springer. https://doi.org/10.1007/978-3-030-94907-5_1

Vancouver

Yap MH, Kendrick C, Reeves ND, Goyal M, Pappachan JM, Cassidy B. Development of Diabetic Foot Ulcer Datasets: An Overview. In Yap MH, Cassidy B, Kendrick C, editors, Diabetic Foot Ulcers Grand Challenge (DFUC 2021). Cham: Springer. 2022. p. 1-18. (Lecture Notes in Computer Science). doi: 10.1007/978-3-030-94907-5_1

Author

Yap, Moi Hoon ; Kendrick, Connah ; Reeves, Neil D. et al. / Development of Diabetic Foot Ulcer Datasets : An Overview. Diabetic Foot Ulcers Grand Challenge (DFUC 2021). editor / Moi Hoon Yap ; Bill Cassidy ; Connah Kendrick. Cham : Springer, 2022. pp. 1-18 (Lecture Notes in Computer Science).

Bibtex

@inproceedings{30bdf03e751f418ab9ed0529f3d375d2,
title = "Development of Diabetic Foot Ulcer Datasets: An Overview",
abstract = "This paper provides conceptual foundation and procedures used in the development of diabetic foot ulcer datasets over the past decade, with a timeline to demonstrate progress. We conduct a survey on data capturing methods for foot photographs, an overview of research in developing private and public datasets, the related computer vision tasks (detection, segmentation and classification), the diabetic foot ulcer challenges and the future direction of the development of the datasets. We report the distribution of dataset users by country and year. Our aim is to share the technical challenges that we encountered together with good practices in dataset development, and provide motivation for other researchers to participate in data sharing in this domain.",
author = "Yap, {Moi Hoon} and Connah Kendrick and Reeves, {Neil D.} and Manu Goyal and Pappachan, {Joseph M.} and Bill Cassidy",
year = "2022",
month = jan,
day = "20",
doi = "10.1007/978-3-030-94907-5_1",
language = "English",
isbn = "9783030949068",
series = "Lecture Notes in Computer Science",
publisher = "Springer",
pages = "1--18",
editor = "Yap, {Moi Hoon } and Bill Cassidy and Connah Kendrick",
booktitle = "Diabetic Foot Ulcers Grand Challenge (DFUC 2021)",

}

RIS

TY - GEN

T1 - Development of Diabetic Foot Ulcer Datasets

T2 - An Overview

AU - Yap, Moi Hoon

AU - Kendrick, Connah

AU - Reeves, Neil D.

AU - Goyal, Manu

AU - Pappachan, Joseph M.

AU - Cassidy, Bill

PY - 2022/1/20

Y1 - 2022/1/20

N2 - This paper provides conceptual foundation and procedures used in the development of diabetic foot ulcer datasets over the past decade, with a timeline to demonstrate progress. We conduct a survey on data capturing methods for foot photographs, an overview of research in developing private and public datasets, the related computer vision tasks (detection, segmentation and classification), the diabetic foot ulcer challenges and the future direction of the development of the datasets. We report the distribution of dataset users by country and year. Our aim is to share the technical challenges that we encountered together with good practices in dataset development, and provide motivation for other researchers to participate in data sharing in this domain.

AB - This paper provides conceptual foundation and procedures used in the development of diabetic foot ulcer datasets over the past decade, with a timeline to demonstrate progress. We conduct a survey on data capturing methods for foot photographs, an overview of research in developing private and public datasets, the related computer vision tasks (detection, segmentation and classification), the diabetic foot ulcer challenges and the future direction of the development of the datasets. We report the distribution of dataset users by country and year. Our aim is to share the technical challenges that we encountered together with good practices in dataset development, and provide motivation for other researchers to participate in data sharing in this domain.

U2 - 10.1007/978-3-030-94907-5_1

DO - 10.1007/978-3-030-94907-5_1

M3 - Conference contribution/Paper

SN - 9783030949068

T3 - Lecture Notes in Computer Science

SP - 1

EP - 18

BT - Diabetic Foot Ulcers Grand Challenge (DFUC 2021)

A2 - Yap, Moi Hoon

A2 - Cassidy, Bill

A2 - Kendrick, Connah

PB - Springer

CY - Cham

ER -