Abstract:
:Patients with diabetes play with a double-edged sword when it comes to deciding glucose and A1c target levels. On the one side, tight control has been shown to be crucial in avoiding long-term complications; on the other, tighter control leads to an increased risk of iatrogenic hypoglycemia, which is compounded when hypoglycemia unawareness sets in. Development of continuous glucose monitoring systems has led to the possibility of being able not only to detect hypoglycemic episodes, but to make predictions based on trends that would allow the patient to take preemptive action to entirely avoid the condition. Using an optimal estimation theory approach to hypoglycemia prediction, we demonstrate the effect of measurement sampling frequency, threshold level, and prediction horizon on the sensitivity and specificity of the predictions. We discuss how optimal estimators can be tuned to trade-off the false alarm rate with the rate of missed predicted hypoglycemic episodes. We also suggest the use of different alarm levels as a function of current and future estimates of glucose and the hypoglycemic threshold and prediction horizon.
journal_name
Diabetes Technol Therjournal_title
Diabetes technology & therapeuticsauthors
Palerm CC,Willis JP,Desemone J,Bequette BWdoi
10.1089/dia.2005.7.3keywords:
subject
Has Abstractpub_date
2005-02-01 00:00:00pages
3-14issue
1eissn
1520-9156issn
1557-8593journal_volume
7pub_type
杂志文章abstract:BACKGROUND:Preventing the complications of diabetes requires tight control and minimizing blood glucose fluctuation. Pursuing these goals increases the risk of severe hypoglycemia. The authors hoped to identify if using continuous glucose monitoring (CGM) decreased the incidence of severe hypoglycemia, resulted in less...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2009.0121
更新日期:2010-03-01 00:00:00
abstract:BACKGROUND:Prediction of glycemic profile is an important task for both early recognition of hypoglycemia and enhancement of the control algorithms for optimization of insulin infusion rate. Adaptive models for glucose prediction and recognition of hypoglycemia based on statistical and artificial intelligence technique...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2011.0093
更新日期:2012-02-01 00:00:00
abstract:BACKGROUND:Continuous subcutaneous insulin infusion (CSII) is believed to decrease glycemic variability and clinical hypoglycemia compared with the multiple daily insulin (MDI) regimen. To compare the indices of glycemic instability between CSII and MDI, we analyzed the continuous glucose monitoring system (CGMS) (Medt...
journal_title:Diabetes technology & therapeutics
pub_type: 临床试验,杂志文章
doi:10.1089/dia.2005.7.587
更新日期:2005-08-01 00:00:00
abstract::Rates of diabetes are increasing worldwide and there is not a sufficient clinical workforce to care for these patients. Diabetes-related apps are a feasible way to provide diabetes education to large numbers of people with diabetes but attrition rates are high. Apps enhanced by virtual coaching may be a way to circumn...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2019.0016
更新日期:2019-06-01 00:00:00
abstract::This study was designed to determine plasma glucose and insulin levels after administration of three escalating doses of the oral insulin product hexyl-insulin monoconjugate 2 (HIM2) in fasting, insulin-deprived adult patients with type 1 diabetes. The study was also designed to assess the safety of the product. Sixte...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/152091502760306544
更新日期:2002-01-01 00:00:00
abstract::Current clinical guidelines for diabetes care encourage self-monitoring of blood glucose (SMBG) to improve glycemic control. Specific protocols remain variable, however, particularly among non-insulin-using patients. This is due in part to efficacy studies that neglect to consider (1) the performance of monitoring equ...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2008.0104
更新日期:2008-12-01 00:00:00
abstract:: Aims: We evaluated the real-life efficacy and safety of empagliflozin in combination with optimized insulin therapy in patients with type 1 diabetes (T1D). Methods: This was a prospective study, including 27 patients with T1D t...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2019.0316
更新日期:2020-03-01 00:00:00
abstract:BACKGROUND:This study assessed the feasibility of a portable bihormonal closed-loop system at home. SUBJECTS AND METHODS:Sixteen pump-treated patients with type 1 diabetes received 48 h of closed-loop therapy with a telemonitored insulin- and glucagon-delivering closed-loop system and 48 h of patient-managed open-loop...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2013.0166
更新日期:2014-03-01 00:00:00
abstract:BACKGROUND:The optimal treatment of diabetes in pregnancy requires accurate measurement of blood glucose levels, in order to minimize adverse outcomes for both mother and neonate. Self-monitoring of blood glucose is routinely used to measure glycemic control and to assess whether treatment targets are being met; howeve...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,收录出版
doi:10.1089/dia.2015.0104
更新日期:2016-02-01 00:00:00
abstract:BACKGROUND:There are currently few data available on the long-term use of continuous subcutaneous insulin infusion (CSII) (insulin pump) therapy in children. METHODS:Charts from 291 youth with type 1 diabetes (T1D) who were treated with CSII therapy for at least 1 year were reviewed. Data analysis included hemoglobin ...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2007.0214
更新日期:2007-10-01 00:00:00
abstract:BACKGROUND:Relatively little is known about parents' or children's attitudes toward recruitment for, and participation in, studies of new diabetes technologies immediately after diagnosis. This study investigated factors affecting recruitment of participants for studies in newly diagnosed youth with type 1 diabetes. M...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2016.0157
更新日期:2016-09-01 00:00:00
abstract::Thanks to significant improvements in the precision, accuracy, and usability of continuous glucose monitoring (CGM), its relevance in both ambulatory diabetes care and clinical research is increasing. In this study, we address the latter perspective and derive provisional reporting recommendations. CGM systems have be...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2017.0054
更新日期:2017-07-01 00:00:00
abstract:BACKGROUND:Glucose variability (GV) has been increasingly (or more extensively) studied in patients with type 1 diabetes (T1D) in the ambulatory setting; limited data exist on GV in hospitalized patients with T1D. MATERIALS AND METHODS:Retrospective single center cohort study, we analyzed in-hospital glucose measureme...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2017.0107
更新日期:2017-10-01 00:00:00
abstract:BACKGROUND:Visual disabilities due to diabetes are on the rise, especially in urban areas of developing countries. Proper health planning will need evidence-based information. STUDY DESIGN AND METHODS:We estimated the prevalence and identified the determinants of eye complications among persons with diabetes screened ...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2009.0033
更新日期:2009-09-01 00:00:00
abstract:: Background: Glycemic variability (GV) is an important component of glycemic control for patients with type 1 diabetes (T1D). The inadequacy of existing measurements lies in the fact that they view the variability from different aspects, so that no consensus has been reache...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2019.0250
更新日期:2020-04-01 00:00:00
abstract:BACKGROUND:This study explored the relationships between exogenous insulin requirements and endogenous variables in elderly patients with type 2 diabetes (T2D). SUBJECTS AND METHODS:Patients with T2D 65 years of age or older were enrolled for a short hospitalization period in order to start or change their basal-bolus...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2015.0044
更新日期:2016-05-01 00:00:00
abstract:BACKGROUND:Diabetic foot ulcer area is a basic parameter used for monitoring the wound healing and effectiveness of the treatment applied. TeleDiaFoS (developed earlier in collaboration with the Department and Clinic of Gastroenterology and Metabolic Diseases, Medical University of Warsaw, Warsaw, Poland) is one of jus...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2011.0082
更新日期:2011-11-01 00:00:00
abstract:OBJECTIVE:The purpose of the present study was to determine the effectiveness of a fluorescent contact lens glucose sensor in monitoring glucose in patients with diabetes. METHODS:Under an institutional review board-approved protocol, five fasting patients with type II diabetes were given a challenge consisting of 75 ...
journal_title:Diabetes technology & therapeutics
pub_type: 临床试验,杂志文章
doi:10.1089/dia.2004.6.782
更新日期:2004-12-01 00:00:00
abstract:BACKGROUND:Because strict glucose control is important for reducing the complications of diabetes, the self-monitoring of blood glucose is one of the fundamental treatment modalities. Many glucometers have been developed. In the present study, we evaluated a new glucometer: GlucoDr Plus (Allmedicus, Anyang, Gyeonggi-do...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2009.0134
更新日期:2010-04-01 00:00:00
abstract::It is widely accepted that noninvasive glucose monitoring (NIGM) has the potential to revolutionize diabetes therapy. However, current approaches to NIGM studied to date have not yet demonstrated a level of acceptable functionality to allow real-time use, beyond restricted fields of application. A number of reviews ha...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2009.0095
更新日期:2010-01-01 00:00:00
abstract:BACKGROUND:Automated insulin management features of the MiniMed® 640G sensor-augmented pump system include suspension in response to predicted low sensor glucose (SG) values ("suspend before low"), suspension in response to existing low SG values ("suspend on low"), and automatic restarting of basal insulin delivery up...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2016.0216
更新日期:2016-10-01 00:00:00
abstract:: Background: This observational study investigated whether the connected NovoPen® 6 could influence insulin regimen management and glycemic control in people with type 1 diabetes (T1D) using a basal-bolus insulin regimen and continuous glucose monitoring in a real-world set...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2019.0411
更新日期:2020-10-01 00:00:00
abstract::Type 2 diabetes is thought to develop as a result of progressive beta-cell dysfunction in the setting of insulin resistance, leading to increased risks of microvascular and macrovascular complications. Type 2 diabetes is currently treated with diet and exercise, followed by oral drug therapy, and finally exogenous ins...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2006.8.385
更新日期:2006-06-01 00:00:00
abstract:BACKGROUND:The Optimizing Control in Diabetes (OPTIMIZE) survey was conducted to understand the patients' perspective to achieving good glycemic control and to determine how patients' perceptions of insulin may affect their decisions to initiate or intensify their insulin therapy. METHODS:A total of 1,444 subjects wit...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,多中心研究
doi:10.1089/dia.2008.0249
更新日期:2008-02-01 00:00:00
abstract:OBJECTIVE:To evaluate the safety and effectiveness of the Loop Do-It-Yourself (DIY) automated insulin delivery system. RESEARCH DESIGN AND METHODS:A prospective real-world observational study was conducted, which included 558 adults and children (age range 1 to 71 years, mean HbA1c 6.8±1.0%) who initiated Loop either ...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2020.0535
更新日期:2020-11-23 00:00:00
abstract:BACKGROUND:Implanted insulin pumps using the peritoneal route provide long-term improvement of glucose control compared with subcutaneous insulin therapy in type 1 diabetes (T1D) patients. The stability of insulin preparation is critical for a safe use in implanted pumps. Insuman implantable(®) (400 IU/mL) (Sanofi-Aven...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,多中心研究,随机对照试验
doi:10.1089/dia.2013.0369
更新日期:2014-09-01 00:00:00
abstract::By the year 2030, the diabetes pandemic will likely affect more than 10% of the world's population. The personal, public health, and economic crises implicit in this trend call for decisive action. Yet, escalating dilemmas thwart full realization of current therapies. First, controversial studies, such as the Action t...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章,评审
doi:10.1089/dia.2012.0132
更新日期:2012-11-01 00:00:00
abstract:: Background: We aimed to explore insulin pump settings in breastfeeding women with type 1 diabetes. Methods: Thirteen unselected breastfeeding women with type 1 diabetes on insulin pump therapy were included consecutively from A...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2019.0280
更新日期:2020-04-01 00:00:00
abstract:: Background: The Medtronic MiniMed™ 670G system adjusts basal insulin delivery in response to continuous glucose monitoring levels and is already in use in clinical practice. We tested the home-based feasibility of the new MiniMed advanced hybrid closed-loop (AHCL) system, ...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2020.0448
更新日期:2020-12-08 00:00:00
abstract::The World Wide Web now hosts a multitude of diabetes educational materials in various formats. Of particular interest is the diabetes/insulin tutorial available at the AIDA Website (accessible directly at: www.2aida.info). The tutorial combines textual or "static" information with an interactive diabetes simulator-AID...
journal_title:Diabetes technology & therapeutics
pub_type: 杂志文章
doi:10.1089/dia.2006.8.126
更新日期:2006-02-01 00:00:00