HDformer: A Higher-Dimensional Transformer for Detecting Diabetes Utilizing Long-Range Vascular Signals
E Lan - Proceedings of the AAAI Conference on Artificial …, 2024 - ojs.aaai.org
Diabetes mellitus is a global concern, and early detection can prevent serious
complications. 50% of those with diabetes live undiagnosed, disproportionately afflicting low …
complications. 50% of those with diabetes live undiagnosed, disproportionately afflicting low …
HDformer: A Higher Dimensional Transformer for Diabetes Detection Utilizing Long Range Vascular Signals
E Lan - arXiv preprint arXiv:2303.11340, 2023 - arxiv.org
Diabetes mellitus is a global concern, and early detection can prevent serious
complications. 50% of people with diabetes live undiagnosed, disproportionately afflicting …
complications. 50% of people with diabetes live undiagnosed, disproportionately afflicting …
Machine learning-based diabetes detection using photoplethysmography signal features
FAC Oliveira, FM Dias, MAF Toledo… - arXiv preprint arXiv …, 2023 - arxiv.org
Diabetes is a prevalent chronic condition that compromises the health of millions of people
worldwide. Minimally invasive methods are needed to prevent and control diabetes but most …
worldwide. Minimally invasive methods are needed to prevent and control diabetes but most …
Multi-feature complementary learning for diabetes mellitus detection using pulse signals
C Guo, Z Jiang, D Zhang - IEEE Journal of Biomedical and …, 2022 - ieeexplore.ieee.org
Computational pulse diagnosis is a convenient, non-invasive, and effective Diabetes
Mellitus (DM) detection technique. Generally, diverse pulse features are extracted from …
Mellitus (DM) detection technique. Generally, diverse pulse features are extracted from …
Type 2 diabetes detection with light CNN from single raw PPG wave
Photoplethysmography (PPG) is a non-invasive and cost-efficient optical technique used to
assess blood volume variations in the microcirculation. PPG technology is widely used in a …
assess blood volume variations in the microcirculation. PPG technology is widely used in a …
DiabDeep: Pervasive diabetes diagnosis based on wearable medical sensors and efficient neural networks
Diabetes impacts the quality of life of millions of people around the globe. However,
diabetes diagnosis is still an arduous process, given that this disease develops and gets …
diabetes diagnosis is still an arduous process, given that this disease develops and gets …
Type 2 diabetes detection with light CNN from single raw PPG wave
Photoplethysmography (PPG) is a non-invasive and cost-efficient optical technique used to
assess blood volume variations inside the micro-circulation. PPG technology is widely used …
assess blood volume variations inside the micro-circulation. PPG technology is widely used …
Detection of Diabetes Using 1D Convolutional Neural Network from Short Time PPG Signal
Diabetes is a prevalent and chronic condition requiring effective surveillance and
categorization. In recent years, the analysis of physiological signals, such as …
categorization. In recent years, the analysis of physiological signals, such as …
Hybrid Classical-Quantum method for Diabetic Foot Ulcer Classification
A Alavi, H Akhoundi - arXiv preprint arXiv:2110.02222, 2021 - arxiv.org
Diabetes is a raising problem that affects many people globally. Diabetic patients are at risk
of developing foot ulcer that usually leads to limb amputation, causing significant morbidity …
of developing foot ulcer that usually leads to limb amputation, causing significant morbidity …
A digital biomarker of diabetes from smartphone-based vascular signals
The global burden of diabetes is rapidly increasing, from 451 million people in 2019 to 693
million by 2045. The insidious onset of type 2 diabetes delays diagnosis and increases …
million by 2045. The insidious onset of type 2 diabetes delays diagnosis and increases …