ReviewSensors (Basel, Switzerland)2019
The Progress of Glucose Monitoring-A Review of Invasive to Minimally and Non-Invasive Techniques, Devices and Sensors.
Review in Sensors (Basel, Switzerland), 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04946188 (Non-invasive Monitoring to Translate the Biometric Data of Participants With Diabetes Into Blood Glucose Levels), which is not on this map. Cited by 166 papers, 3 of them syntheses 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.
Non-invasive Monitoring to Translate the Biometric Data of Participants With Diabetes Into Blood Glucose Levels
Who cites it
166 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- Photoacoustic Resonators for Non-Invasive Blood Glucose Detection Through Photoacoustic Spectroscopy: A Systematic Review.Sensors (Basel, Switzerland) · 2024Pooled it
- Pooled it
- Hypoglycaemia detection and prediction techniques: A systematic review on the latest developments.Diabetes/metabolism research and reviews · 2021Pooled it
- Pharmacokinetics, Pharmacodynamics, and Safety of Olorigliflozin in Individuals with Type 2 Diabetes Mellitus with or without Renal Impairment: A Single-Center, Single-Dose, Open-Label Trial.Clinical pharmacokinetics · 2025Trial
- Review
- Matrix-Aware Electrochemical Sensing: A Neural Network Approach to Deciphering Medium-Specific Surface Dynamics.Small (Weinheim an der Bergstrasse, Germany) · 2026Article
- Non-Invasive Technologies in Wearable Glucose Monitoring: A Structured Overview for the Future.Biosensors · 2026Review
- A Modified Single Metamaterial Split-Ring Resonator for Enhanced Sensitivity.Sensors (Basel, Switzerland) · 2026Article
- Design and Characterization of Hybrid Glucose-Powered Enzymatic Biofuel Cells Based on the Combination of Different Gold-Based Nanocompounds.Langmuir : the ACS journal of surfaces and colloids · 2026Article
- Non-enzymatic near-infrared up-conversion fluorescent microfluidic sensor integrated with smartphone platform for rapid sweat glucose detection.Mikrochimica acta · 2026Article
- Article
- Photoacoustic Noninvasive Blood Glucose Monitoring: A Review of Systems and Strategies for Robust Glucose Concentration Estimation, with Perspectives on Miniaturization and Wearability.Sensors (Basel, Switzerland) · 2026Review
- Evolution of Biosensors and Current State-of-the-Art Applications in Diabetes Control.Biosensors · 2026Review
- Article
- Optical convolutional spectrometer.Nature photonics · 2026Article
- Advancing Diabetic Care Through Non-Invasive Glucose Monitoring Using Optical Sensors and IoT Technologies.F1000Research · 2026Article
- Electrochemical determination of glucose in beverages intended for athletes using a CuO-based nanocomposite sensor.Frontiers in chemistry · 2026Article
- A Linear and High-Sensitivity Microwave Biosensor on a FR-4 Substrate for Aqueous Glucose Monitoring Using a Concentric Square-Shaped Split-Ring Resonator.Sensors (Basel, Switzerland) · 2025Article
- Review
- A non-invasive continuous glucose monitoring method based on the Bergman minimal model.Medical & biological engineering & computing · 2025Article
106 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
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Current glucose monitoring methods for the ever-increasing number of diabetic people around the world are invasive, painful, time-consuming, and a constant burden for the household budget. The non-invasive glucose monitoring technology overcomes these limitations, for which this topic is significantly being researched and represents an exciting and highly sought after market for many companies. This review aims to offer an up-to-date report on the leading technologies for non-invasive (NI) and minimally-invasive (MI) glucose monitoring sensors, devices currently available in the market, regulatory framework for accuracy assessment, new approaches currently under study by representative groups and developers, and algorithm types for signal enhancement and value prediction. The review also discusses the future trend of glucose detection by analyzing the usage of the different bands in the electromagnetic spectrum. The review concludes that the adoption and use of new technologies for glucose detection is unavoidable and closer to become a reality.
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.