[HTML][HTML] Transformers in medical image analysis

K He, C Gan, Z Li, I Rekik, Z Yin, W Ji, Y Gao, Q Wang… - Intelligent …, 2023 - Elsevier
Transformers have dominated the field of natural language processing and have recently
made an impact in the area of computer vision. In the field of medical image analysis …

[HTML][HTML] The role of artificial intelligence technology in the care of diabetic foot ulcers: the past, the present, and the future

JM Pappachan, B Cassidy, CJ Fernandez… - World Journal of …, 2022 - ncbi.nlm.nih.gov
Foot ulcers are common complications of diabetes mellitus and substantially increase the
morbidity and mortality due to this disease. Wound care by regular monitoring of the …

Artificial intelligence for predicting and diagnosing complications of diabetes

J Huang, AM Yeung, DG Armstrong… - Journal of Diabetes …, 2023 - journals.sagepub.com
Artificial intelligence can use real-world data to create models capable of making predictions
and medical diagnosis for diabetes and its complications. The aim of this commentary article …

AESPNet: attention enhanced stacked parallel network to improve automatic diabetic foot ulcer identification

SK Das, S Namasudra, A Kumar… - Image and Vision …, 2023 - Elsevier
Abstract Diabetic Foot Ulcer (DFU) is a severe complication of diabetes, and it may cause
lower limb amputation. However, the manual diagnosis of DFU is a complicated and …

Diabetic foot ulcer identification: a review

SK Das, P Roy, P Singh, M Diwakar, V Singh, A Maurya… - Diagnostics, 2023 - mdpi.com
Diabetes is a chronic condition caused by an uncontrolled blood sugar levels in the human
body. Its early diagnosis may prevent severe complications such as diabetic foot ulcers …

Development of diabetic foot ulcer datasets: an overview

MH Yap, C Kendrick, ND Reeves, M Goyal… - Diabetic Foot Ulcers …, 2021 - Springer
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 …

[HTML][HTML] DFU_MultiNet: A deep neural network approach for detecting diabetic foot ulcers through multi-scale feature fusion using the DFU dataset

S Biswas, R Mostafiz, BK Paul, KMM Uddin… - Intelligence-Based …, 2023 - Elsevier
Diabetic foot ulcer (DFU) is a common problem among people with diabetes that can result
in amputation of the affected limb. Modern DFU treatment and diagnosis methods are …

Automated Diabetic Foot Ulcer Detection and Classification Using Deep Learning

S Nagaraju, KV Kumar, BP Rani, EL Lydia… - IEEE …, 2023 - ieeexplore.ieee.org
Diabetic foot ulcers (DFU) are a common and serious complication in individuals with
diabetes, and early detection plays a crucial role in effective treatment and prevention of …

Boosting efficientnets ensemble performance via pseudo-labels and synthetic images by pix2pixHD for infection and Ischaemia classification in diabetic foot ulcers

L Bloch, R Brüngel, CM Friedrich - Diabetic Foot Ulcers Grand Challenge, 2021 - Springer
Diabetic foot ulcers are a common manifestation of lesions on the diabetic foot, a syndrome
acquired as a long-term complication of diabetes mellitus. Accompanying neuropathy and …

[HTML][HTML] Diabetic foot ulcers segmentation challenge report: Benchmark and analysis

MH Yap, B Cassidy, M Byra, T Liao, H Yi… - Medical Image …, 2024 - Elsevier
Monitoring the healing progress of diabetic foot ulcers is a challenging process. Accurate
segmentation of foot ulcers can help podiatrists to quantitatively measure the size of wound …