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A Deep Learning Approach to Diabetic Blood Glucose Prediction [PDF]

Frontiers in Applied Mathematics and Statistics, 2017
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

Elevation of blood glucose level predicts worse outcomes in hospitalized patients with COVID-19: a retrospective cohort study

BMJ Open Diabetes Research & Care, 2020
Introduction With intense deficiency of medical resources during COVID-19 pandemic, risk stratification is of strategic importance. Blood glucose level is an important risk factor for the prognosis of infection and critically ill patients.
Jianfeng Wu, Jianqiang Huang, Guochao Zhu, Qiongya Wang, Q. Lv, Ying Huang, Yang Yu, X. Si, H. Yi, Cuiping Wang, Yihao Liu, Han Xiao, Qian Zhou, Xin Liu, Da-Ya Yang, X. Guan, Yanbing Li, S. Peng, J. Sung, Haipeng Xiao   +19 more
semanticscholar   +1 more source

Glucose sensing by means of silicon photonics [PDF]

, 2014
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, Bockstaele, Ronny, Bogaerts, Wim, De Koninck, Yannick, Delbeke, Danaë, Hattasan, Nannicha, Muneeb, Muhammad, Roelkens, Günther, Ryckeboer, Eva, Verstuyft, Steven   +9 more
core   +1 more source

Patient and health-care professional satisfaction with a new, simple, high accuracy blood glucose meter with color range indicator

Indian Journal of Endocrinology and Metabolism, 2017
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, Mike Grady, Lorna Stewart, Hilary Cameron, Pamela A Anderson, Anish Desai   +5 more
doaj   +1 more source

The Impact of COVID-19 on Blood Glucose: A Systematic Review and Meta-Analysis

Frontiers in Endocrinology, 2020
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, Chunhua Wu, Xiaohang Wang, Jiangyi Yu, Zi-lin Sun   +4 more
semanticscholar   +1 more source

Blood Glucose Levels

Undergraduate Journal of Mathematical Modeling: One + Two, 2011
The purpose of this study was to establish a mathematical model which can be used to estimate glucose levels in the blood over time. The equations governing this process were manipulated with the use of techniques such as separation of variables and ...
Carlos Estela
doaj   +1 more source

Glucolipid metabolism improvement in impaired glucose tolerance subjects consuming a Quinoa-based diet: a randomized parallel clinical trial

Frontiers in Physiology, 2023
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, Xiangsheng Cai, Zhenyang Qiu, Yuchan Liang, Lu Huang   +4 more
doaj   +1 more source

Application of Improved LightGBM Model in Blood Glucose Prediction

Applied Sciences, 2020
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

Differences in venous, capillary and interstitial glucose concentrations in individuals without diabetes after glucose load

Journal of Laboratory Medicine, 2023
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, Schauer Sebastian, Baumstark Annette, Beil Alexandra, Jendrike Nina, Link Manuela, Zschornack Eva, Beltzer Anne, Haug Cornelia, Freckmann Guido   +9 more
doaj   +1 more source

Postprandial blood glucose

Definitions, 2020
I ndividuals with diabetes are at increased risk of developing microvascular complications (retinopathy, nephropathy, and neuropathy) and cardiovascular disease (CVD). The Diabetes Control and Complications Trial (DCCT) (1) and U.K.
H. Lebovitz
semanticscholar   +1 more source