HCNNet: hybrid convolution neural network for automatic identification of ischaemia in diabetic foot ulcer wounds
SK Das, S Namasudra, AK Sangaiah - Multimedia Systems, 2024 - Springer
The diabetic foot ulcer (DFU) is a significant medical complication for diabetic patients,
which often leads to lower limb amputation. The manual identification of ischaemia in DFU is …
which often leads to lower limb amputation. The manual identification of ischaemia in DFU is …
C2F: An effective coarse-to-fine network for video summarization
Y Jin, X Tian, Z Zhang, P Liu, X Tang - Image and Vision Computing, 2024 - Elsevier
The objective of video summarization is to develop a concise and condensed summary that
accurately captures the original video content. The methods currently used to summarize …
accurately captures the original video content. The methods currently used to summarize …
Edge Computing with Fog-cloud for Heart Data Processing using Particle Swarm Optimized Deep Learning Technique
S Chai, L Guo - Journal of Grid Computing, 2024 - Springer
Chronic illnesses such as heart disease, diabetes, cancer, and respiratory diseases are
complex and pose a significant threat to global health. Processing heart data is particularly …
complex and pose a significant threat to global health. Processing heart data is particularly …
Towards Smart Healthcare: Challenges and Opportunities in IoT and ML
M Saifuzzaman, TN Ananna - arXiv preprint arXiv:2312.05530, 2023 - arxiv.org
The COVID-19 pandemic and other ongoing health crises have underscored the need for
prompt healthcare services worldwide. The traditional healthcare system, centered around …
prompt healthcare services worldwide. The traditional healthcare system, centered around …
Toward Smart Healthcare: Challenges and Opportunities in IoT and ML
M Saifuzzaman, TN Ananna - IoT and ML for Information Management: A …, 2024 - Springer
The COVID-19 pandemic and other ongoing health crises have underscored the need for
prompt healthcare services worldwide. The traditional healthcare system, centered around …
prompt healthcare services worldwide. The traditional healthcare system, centered around …
A novel lightweight deep learning framework with knowledge distillation for efficient diabetic foot ulcer detection
Abstract Diabetic Foot Ulcers (DFUs) are a critical healthcare issue requiring early detection.
Although deep learning models show promise in DFU diagnosis, their large parameter sizes …
Although deep learning models show promise in DFU diagnosis, their large parameter sizes …
Machine learning analysis of factors contributing to Diabetes Development
E Ceh-Varela, L Maes, SR Shakya - Cloud Computing and Data …, 2024 - ojs.wiserpub.com
Diabetes is a chronic condition that affects how the body processes blood sugar. Early
diagnosis and management of diabetes are essential for preventing these complications …
diagnosis and management of diabetes are essential for preventing these complications …
Privacy-SF: An encoding-based privacy-preserving segmentation framework for medical images
L Chen, L Song, H Feng, RT Zeru, S Chai… - Image and Vision …, 2024 - Elsevier
Deep learning is becoming increasingly popular and is being extensively used in the field of
medical image analysis. However, the privacy sensitivity of medical data limits the …
medical image analysis. However, the privacy sensitivity of medical data limits the …
[HTML][HTML] XAI-FusionNet: Diabetic foot ulcer detection based on multi-scale feature fusion with explainable artificial intelligence
Diabetic foot ulcer (DFU) poses a significant threat to individuals affected by diabetes, often
leading to limb amputation. Early detection of DFU can greatly improve the chances of …
leading to limb amputation. Early detection of DFU can greatly improve the chances of …
Automated end-to-end Architecture for Retinal Layers and Fluids Segmentation on OCT B-scans
O Daanouni, B Cherradi, A Tmiri - Multimedia Tools and Applications, 2024 - Springer
Age-related macular degeneration (AMD) is a degenerative retina condition that causes
notable visual impairment in the central area of the visual field during its advanced stages …
notable visual impairment in the central area of the visual field during its advanced stages …