ReviewJournal of diabetes science and technology2010
Technologies for continuous glucose monitoring: current problems and future promises.
Review in Journal of diabetes science and technology, 2010. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 2 registered trials, which are not on this map. Cited by 97 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Patient Empowerment Through Predictive Personalised Decision Support (PEPPER)
Patient Empowerment Through Predictive Personalised Decision Support(PEPPER)-Validation Study.
Who cites it
97 citing papers in PubMed, 1 synthesis or guideline pooled it, 270 citations in OpenAlex.
- Cutaneous Complications With Continuous or Flash Glucose Monitoring Use: Systematic Review of Trials and Observational Studies.Journal of diabetes science and technology · 2020Pooled it
- Peanut skin phenolic extract attenuates hyperglycemic responses in vivo and in vitro.PloS one · 2019Trial
- Cost-effectiveness of Continuous Glucose Monitoring for Adults With Type 1 Diabetes Compared With Self-Monitoring of Blood Glucose: The DIAMOND Randomized Trial.Diabetes care · 2018Trial
- Feasibility of an Orthogonal Redundant Sensor incorporating Optical plus Redundant Electrochemical Glucose Sensing.Journal of diabetes science and technology · 2016Trial
- Accuracy of a novel noninvasive transdermal continuous glucose monitor in critically ill patients.Journal of diabetes science and technology · 2014Trial
- Design, development, and evaluation of a novel microneedle array-based continuous glucose monitor.Journal of diabetes science and technology · 2014Trial
- Blood glucose self-monitoring with a long-term subconjunctival glucose sensor.Journal of diabetes science and technology · 2013Trial
- Pilot study of a prototype minimally invasive intradermal continuous glucose monitor.Journal of diabetes science and technology · 2012Trial
- In Vivo Continuous Biosensing: Design Considerations and Emerging Technologies.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Temporal and Behaviour-Aware Multimodal Modelling for Hour-Ahead Hypoglycaemia Prediction During Ramadan Fasting in Type 1 Diabetes.Sensors (Basel, Switzerland) · 2026Article
- Bridging the gap: technology-driven solutions to overcome food insecurity and improve nutrition access for older adults.Frontiers in public health · 2026Review
- A simulation-based plasmonic terahertz nanosensor with graphene-enhanced sensitivity for diabetes monitoring.Scientific reports · 2025Article
- Strategies for optimization of hypoglycemia rat models.Animal models and experimental medicine · 2025Review
- Noninvasive On-Skin Biosensors for Monitoring Diabetes Mellitus.Nano-micro letters · 2025Review
- Combining Glucose Monitoring and Insulin Infusion in an Integrated Device: A Narrative Review of Challenges and Proposed Solutions.Journal of diabetes science and technology · 2025Review
- [Determination of glucose in exhaled breath and saliva by ion chromatography].Se pu = Chinese journal of chromatography · 2025Article
- Digital applications for diet monitoring, planning, and precision nutrition for citizens and professionals: a state of the art.Nutrition reviews · 2025Review
- Diabetology and Nanotechnology: A Compelling Combination.Recent patents on nanotechnology · 2025Review
- Selective Collection of Exhaled Breath Condensate for Noninvasive Screening of Breath Glucose.Journal of diabetes science and technology · 2025Article
- Highly Miniaturized, Low-Power CMOS ASIC Chip for Long-Term Continuous Glucose Monitoring.Journal of diabetes science and technology · 2024Article
37 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
Devices for continuous glucose monitoring (CGM) are currently a major focus of research in the area of diabetes management. It is envisioned that such devices will have the ability to alert a diabetes patient (or the parent or medical care giver of a diabetes patient) of impending hypoglycemic/hyperglycemic events and thereby enable the patient to avoid extreme hypoglycemic/hyperglycemic excursions as well as minimize deviations outside the normal glucose range, thus preventing both life-threatening events and the debilitating complications associated with diabetes. It is anticipated that CGM devices will utilize constant feedback of analytical information from a glucose sensor to activate an insulin delivery pump, thereby ultimately realizing the concept of an artificial pancreas. Depending on whether the CGM device penetrates/breaks the skin and/or the sample is measured extracorporeally, these devices can be categorized as totally invasive, minimally invasive, and noninvasive. In addition, CGM devices are further classified according to the transduction mechanisms used for glucose sensing (i.e., electrochemical, optical, and piezoelectric). However, at present, most of these technologies are plagued by a variety of issues that affect their accuracy and long-term performance. This article presents a critical comparison of existing CGM technologies, highlighting critical issues of device accuracy, foreign body response, calibration, and miniaturization. An outlook on future developments with an emphasis on long-term reliability and performance is also presented.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.