TY - GEN
T1 - Real-Time Web Application to Classify Diabetic Foot Ulcer
AU - Nandi, Souhrid
AU - Anurag, Apoorva
AU - Mayya, Veena
AU - Jeganathan, Jayakumar
N1 - Publisher Copyright:
© 2023 IEEE.
PY - 2023
Y1 - 2023
N2 - Diabetic foot ulcers are one of the major complications of type 2 diabetes and can result in gangrene and amputation if left untreated. Early detection and treatment are essential for reducing the risk of amputation. Imaging, such as digital photography or imaging scans, can be a valuable tool in detecting and monitoring diabetic foot ulcers, documenting their size and location, identifying underlying issues, and evaluating treatment effectiveness. This paper utilises a two-dimensional image as its input and applies an ensemble of neural networks to analyse the images. The system is capable of performing image classification into four distinct states, infection, ischaemia, both, and none.
AB - Diabetic foot ulcers are one of the major complications of type 2 diabetes and can result in gangrene and amputation if left untreated. Early detection and treatment are essential for reducing the risk of amputation. Imaging, such as digital photography or imaging scans, can be a valuable tool in detecting and monitoring diabetic foot ulcers, documenting their size and location, identifying underlying issues, and evaluating treatment effectiveness. This paper utilises a two-dimensional image as its input and applies an ensemble of neural networks to analyse the images. The system is capable of performing image classification into four distinct states, infection, ischaemia, both, and none.
UR - https://www.scopus.com/pages/publications/85179853270
UR - https://www.scopus.com/pages/publications/85179853270#tab=citedBy
U2 - 10.1109/ICCCNT56998.2023.10307906
DO - 10.1109/ICCCNT56998.2023.10307906
M3 - Conference contribution
AN - SCOPUS:85179853270
T3 - 2023 14th International Conference on Computing Communication and Networking Technologies, ICCCNT 2023
BT - 2023 14th International Conference on Computing Communication and Networking Technologies, ICCCNT 2023
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 14th International Conference on Computing Communication and Networking Technologies, ICCCNT 2023
Y2 - 6 July 2023 through 8 July 2023
ER -
