[HTML][HTML] Gait acceleration-based diabetes detection using hybrid deep learning
Diabetes is a medical condition affecting multiple organs and systems due to high blood
glucose levels in the body which cause diabetic neuropathy and diabetic foot ulcers …
glucose levels in the body which cause diabetic neuropathy and diabetic foot ulcers …
A Machine-Learning-Based Motor and Cognitive Assessment Tool Using In-Game Data from the GAME2AWE Platform
M Danousis, C Goumopoulos - Informatics, 2023 - mdpi.com
With age, a decline in motor and cognitive functionality is inevitable, and it greatly affects the
quality of life of the elderly and their ability to live independently. Early detection of these …
quality of life of the elderly and their ability to live independently. Early detection of these …
Data augmentation and hierarchical classification to support the diagnosis of neuropathies based on time series analysis
CM Villegas, JL Curinao, DC Aqueveque… - … Signal Processing and …, 2024 - Elsevier
Diabetic peripheral neuropathy is the most common complication of diabetes, generating
physical consequences and limitations in diabetic population. Early diagnosis of this …
physical consequences and limitations in diabetic population. Early diagnosis of this …
A Computer-Aided Screening Solution for the Identification of Diabetic Neuropathy From Standing Balance by Leveraging Multi-Domain Features
The early diagnosis of diabetic neuropathy (DN) is fundamental in order to enact timely
therapeutic strategies for limiting disease progression. In this work, we explored the …
therapeutic strategies for limiting disease progression. In this work, we explored the …
Diabetes Detection Using Gait Analysis and Machine Learning
LZ Chee, HH Hwong… - … Conference on Digital …, 2023 - ieeexplore.ieee.org
Diabetes mellitus (DM) is a medical condition affecting multiple organs and systems due to
high blood glucose levels in the body. Diabetic neuropathy (DN) is a common consequence …
high blood glucose levels in the body. Diabetic neuropathy (DN) is a common consequence …
Diabetes Detection Using Gait Acceleration
LZ Chee, S Sivakumar - 2024 International Conference on …, 2024 - ieeexplore.ieee.org
Diabetes is a disease affecting various organs and systems as a result of increased blood
sugar levels which can cause diabetic neuropathy and diabetic foot ulcer. Traditionally …
sugar levels which can cause diabetic neuropathy and diabetic foot ulcer. Traditionally …
A Comparative Analysis of Time Series Data Augmentation Methods in the Identification of Diabetic Neuropathies Based on Deep Learning Algorithms
NH Pedraza, CM Villegas… - … Conference of the …, 2024 - ieeexplore.ieee.org
Non-invasive and reliable methods are essential in the diagnostics and treatment planning
of diabetic neuropathies. Forecasting models based on postural data seem to be a …
of diabetic neuropathies. Forecasting models based on postural data seem to be a …
Decoding Diabetic Neuropathy: Tap into Postural Sway for Optimal Feature Detection based on Machine Learning Approach
Diabetic neuropathy, a condition resulting from diabetes-induced nerve damage, affects
various parts of the body, leading to complications. This study aimed to classify individuals …
various parts of the body, leading to complications. This study aimed to classify individuals …