Sense and learn: recent advances in wearable sensing and machine learning for blood glucose monitoring and trend-detection
Diabetes mellitus is characterized by elevated blood glucose levels, however patients with
diabetes may also develop hypoglycemia due to treatment. There is an increasing demand …
diabetes may also develop hypoglycemia due to treatment. There is an increasing demand …
Blood glucose prediction using multi-objective grammatical evolution: analysis of the “agnostic” and “what-if” scenarios
In this paper we investigate the benefits of applying a multi-objective approach for solving a
symbolic regression problem by means of Grammatical Evolution. In particular, we extend …
symbolic regression problem by means of Grammatical Evolution. In particular, we extend …
Non-invasive glucose monitor based on electric bioimpedance using AFE4300
TR Sulla, SJ Talavera, CE Supo… - 2019 IEEE XXVI …, 2019 - ieeexplore.ieee.org
Non-invasive glucose monitoring of patients with type 2 diabetes is one of the most attractive
goals for the treatment of this disease. In the present work a prototype of monitoring is …
goals for the treatment of this disease. In the present work a prototype of monitoring is …
Transform Diabetes-Harnessing Transformer-Based Machine Learning and Layered Ensemble with Enhanced Training for Improved Glucose Prediction.
RA Laursen, P Alo - 2023 - uia.brage.unit.no
Type 1 diabetes is a common chronic disease characterized by the body's inability to
regulate the blood glucose level, leading to severe health consequences if not handled …
regulate the blood glucose level, leading to severe health consequences if not handled …
无创血糖检测技术研究进展
杨宇祥， 吴彬， 林海军， 李建闽， 张甫， 张彩丽， 彭敏 - 分析测试学报, 2022 - fxcsxb.com
糖尿病是继肿瘤和心脑血管疾病之后世界第3 大威胁人类健康的重大非传染性疾病.
血糖检测是医生诊断糖尿病, 制定和调整治疗方案的科学依据. 无创血糖检测技术取代传统的有 …
血糖检测是医生诊断糖尿病, 制定和调整治疗方案的科学依据. 无创血糖检测技术取代传统的有 …
IoMT aware data collective quadratic ensembled cat boost module classification algorithm for non-invasive blood glucose monitoring in VLSI design
R Suresh, K Helenprabha - Journal of Intelligent & Fuzzy …, 2022 - content.iospress.com
Abstract Internet of Medical Things (IoMT) is the combination of medical devices and
utilization by networking technologies. But, the response time and cost were not reduced. In …
utilization by networking technologies. But, the response time and cost were not reduced. In …
Analysis of the Relationship Between Electrodermal Activity and Blood Glucose Level in Diabetics
Diabetes is a chronic disease associated with impaired regulation of blood glucose level
(BGL). A drop in BGL below the critical level of 70 mg/dl indicates hypoglycemia, and above …
(BGL). A drop in BGL below the critical level of 70 mg/dl indicates hypoglycemia, and above …
Parametric and non-parametric regression approaches for non-invasive blood glucose monitoring
KN Acharya, MG Yashwanth Gowda… - Biomedical …, 2020 - World Scientific
Blood glucose monitoring systems (BGMSs) play a crucial role in health care applications.
Invasive measurements are more accurate while non-invasive BGMS encourage self …
Invasive measurements are more accurate while non-invasive BGMS encourage self …
Studies on genetic programming techniques for the short and medium term predictions of the interstitial glucose of diabetic patients
S Contador Pachón - 2022 - burjcdigital.urjc.es
Diabetes Mellitus (DM) is a chronic disease that increases the morbidity and mortality, and
causes a significant deterioration in the quality of life. There are mainly two types of …
causes a significant deterioration in the quality of life. There are mainly two types of …
Research Progress on Non-invasive Blood Glucose Detection Techniques
Y Yu-xiang, WU Bin, LIN Hai-jun, LI Jian-min, Z Fu… - zggx, 2022 - fxcsxb.com
Diabetes mellitus (DM) is the third major non-communicable disease which threatens
human health after tumor and cerebro-cardiovascular diseases in the world. Blood glucose …
human health after tumor and cerebro-cardiovascular diseases in the world. Blood glucose …