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A Deep Learning Approach to Diabetic Blood Glucose Prediction [PDF]
We consider the question of 30-minute prediction of blood glucose levels measured by continuous glucose monitoring devices, using clinical data. While most studies of this nature deal with one patient at a time, we take a certain percentage of patients ...
H. Mhaskar, S. Pereverzyev, M. D. Walt
semanticscholar +4 more sources
A Simple Photometer as a Helping Device in Measuring Blood Glucose [PDF]
Measurement of non-invasive blood glucose is one way to increase the frequency of self-monitoring of blood glucose (SMBG). For NIR reflectance spectroscopy, its application in non-invasive constrained by high value of standard error of prediction.
Aryo Tedjo+5 more
doaj +2 more sources
Blood glucose level needs to be monitored regularly to manage the health condition of hyperglycemic patients. The current glucose measurement approaches still rely on invasive techniques which are uncomfortable and raise the risk of infection.
Gaobo Zhang+6 more
semanticscholar +1 more source
Application of Improved LightGBM Model in Blood Glucose Prediction
In recent years, with increasing social pressure and irregular schedules, many people have developed unhealthy eating habits, which has resulted in an increasing number of patients with diabetes, a disease that cannot be cured under the current medical ...
Yan Wang, Tao Wang
semanticscholar +1 more source
Purpose: To investigate the effects of quinoa on glucose and lipid metabolism, and the prognosis in people with impaired glucose tolerance.Methods: One hundred and thirty-eight patients diagnosed with impaired glucose tolerance following a glucose ...
Hongli Zeng+4 more
doaj +1 more source
The Impact of COVID-19 on Blood Glucose: A Systematic Review and Meta-Analysis
Background: Diabetes mellitus is considered a common comorbidity of COVID-19, which has a wide spectrum of clinical manifestations ranging from asymptomatic infection to severe respiratory symptoms and even death. However, the impact of COVID-19 on blood
Juan Chen+4 more
semanticscholar +1 more source
Glucose sensing by means of silicon photonics [PDF]
Diabetes is a fast growing metabolic disease, where the patients suffer from disordered glucose blood levels. Monitoring the blood glucose values in combination with extra insulin injection is currently the only therapy to keep the glucose concentration ...
Baets, Roel+9 more
core +1 more source
Background: Accurate self-monitoring of blood glucose (BG) is a key component of effective self-management of glycemic control. Methods: The OneTouch Select Plus Simple™ (OTSPS) BG monitoring system (BGMS) was evaluated for accuracy in a clinical setting.
Laurence B Katz+5 more
doaj +1 more source
Differences between capillary and venous glucose concentrations have been reported in the past. In continuous glucose monitoring (CGM) system performance studies, comparator measurements are often performed in venous samples, despite CGM systems ...
Pleus Stefan+9 more
doaj +1 more source
Blood glucose and stroke. [PDF]
Current recommendations for the treatment of abnormal blood glucose levels for stroke rely on evidence-based guidelines. Ongoing advances in neuroimaging, tissue studies, animal studies, and case series and reports present findings that expose additional variables to be considered in the causal analysis of the role of diabetes and glucose control for ...
openaire +4 more sources