ReviewSensors (Basel, Switzerland)2022
Smartphone-Based Electrochemical Systems for Glucose Monitoring in Biofluids: A Review.
Review in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- A Portable Electrical Response Verification System for Blood Glucose Meters Based on Dynamic Microcurrent Reproduction.Sensors (Basel, Switzerland) · 2026Article
- Functional Integration of a Portable Non-Enzymatic Electrochemical Glucose Sensor in Simulation-Based Medical Education Through a Teleconsultation Workflow.Sensors (Basel, Switzerland) · 2026Article
- Flexible polymeric materials and wearable biosensors for smart diabetes mellitus diagnostics and monitoring.iScience · 2026Review
- Improving non-invasive glucose estimation with monthly calibrated photoplethysmography and implicit HbA1c.Communications medicine · 2025Article
- Electrochemical and Nanomaterial-Based Strategies for Nonenzymatic Glucose Detection: A Review.ChemistryOpen · 2025Review
- An Artificial Intelligence-Based Fuzzy Logic System for Periodontitis Risk Assessment in Patients with Type 2 Diabetes Mellitus.Bioengineering (Basel, Switzerland) · 2025Article
- An Embroidered Electrochemical Sensor to Measure Glucose Made with Commercially Available Textile Materials.Biosensors · 2025Article
- Quantitative, high-sensitivity measurement of liquid analytes using a smartphone compass.Nature communications · 2024Article
- Recent Progress in Flexible and Wearable All Organic Photoplethysmography Sensors for SpOAdvanced science (Weinheim, Baden-Wurttemberg, Germany) · 2023Review
- Review
- Screen-Printed Textile-Based Electrochemical Biosensor for Noninvasive Monitoring of Glucose in Sweat.Biosensors · 2023Article
- Wearable and digital devices to monitor and treat metabolic diseases.Nature metabolism · 2023Review
- Article
- A Dual-Function Wearable Electrochemical Sensor for Uric Acid and Glucose Sensing in Sweat.Biosensors · 2023Article
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
As a vital biomarker, glucose plays an important role in multiple physiological and pathological processes. Thus, glucose detection has become an important direction in the electrochemical analysis field. In order to realize more convenient, real-time, comfortable and accurate monitoring, smartphone-based portable, wearable and implantable electrochemical glucose monitoring is progressing rapidly. In this review, we firstly introduce technologies integrated in smartphones and the advantages of these technologies in electrochemical glucose detection. Subsequently, this overview illustrates the advances of smartphone-based portable, wearable and implantable electrochemical glucose monitoring systems in diverse biofluids over the last ten years (2012-2022). Specifically, some interesting and innovative technologies are highlighted. In the last section, after discussing the challenges in this field, we offer some future directions, such as application of advanced nanomaterials, novel power sources, simultaneous detection of multiple markers and a closed-loop system.
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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.