ReviewBiosensors2024
Electronic Tongues and Noses: A General Overview.
Review in Biosensors, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 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
16 citing papers in PubMed, 47 citations in OpenAlex.
- Binding Mechanism and Taste-Masking Effect of Milk Proteins with Flavonoids from Pandan Revealed by Spectroscopic and Electronic Tongue Analysis.Foods (Basel, Switzerland) · 2026Article
- Psychology of Eating the Future: Consumer Acceptance, Digital Influence and Behavioral Drivers of Novel Foods.Foods (Basel, Switzerland) · 2026Review
- Bitter Compounds in Medicinal Food Plants Based on Traditional Chinese Medicine: Analysis and Regulation Strategies from Chemical Structure to Perception Mechanisms.Molecules (Basel, Switzerland) · 2026Review
- An integrated machine learning framework for TCM five-flavor classification based on E-tongue profiling and SHAP analysis.Chinese medicine · 2026Article
- Flavor omics approach of driedFood chemistry: X · 2026Article
- Effects of Ante-Mortem Vitamin DAnimals : an open access journal from MDPI · 2026Article
- Electrochemical Sensors as a Tool for Taste Perception in Pharmaceutical Products: Advances and Perspectives.Biosensors · 2026Review
- Materials challenges in solid-state sensors for continuous monitoring of ions in water.Beilstein journal of nanotechnology · 2026Review
- A Comprehensive Review on Sensor-Based Electronic Nose for Food Quality and Safety.Sensors (Basel, Switzerland) · 2025Review
- Decoding Flavonoid Metabolism for Nutritional Enhancement: A Transcriptome-Metabolome Integration Study of Biosynthesis in EdibleFoods (Basel, Switzerland) · 2025Article
- Hydrogel In-Tape Electronic Tongue.ACS applied electronic materials · 2025Article
- Discrimination of poisonous and medicinal plants with similar appearance (Frontiers in chemistry · 2025Article
- Intelligent Evaluation and Dynamic Prediction of Oysters Freshness with Electronic Nose Non-Destructive Monitoring and Machine Learning.Biosensors · 2024Article
- Rapid Color Quality Evaluation of Needle-Shaped Green Tea Using Computer Vision System and Machine Learning Models.Foods (Basel, Switzerland) · 2024Article
- An Exploratory Study on the Rapid Detection of Volatile Organic Compounds in Gardenia Fruit Using the Heracles NEO Ultra-Fast Gas Phase Electronic Nose.Metabolites · 2024Article
- Distinguishing between Wheat Grains Infested by FourSensors (Basel, Switzerland) · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors at 1 institution in 1 country.
Funding
Abstract
As technology advances, electronic tongues and noses are becoming increasingly important in various industries. These devices can accurately detect and identify different substances and gases based on their chemical composition. This can be incredibly useful in fields such as environmental monitoring and industrial food applications, where the quality and safety of products or ecosystems should be ensured through a precise analysis. Traditionally, this task is performed by an expert panel or by using laboratory tests but sometimes becomes a bottleneck because of time and other human factors that can be solved with technologies such as the provided by electronic tongue and nose devices. Additionally, these devices can be used in medical diagnosis, quality monitoring, and even in the automotive industry to detect gas leaks. The possibilities are endless, and as these technologies continue to improve, they will undoubtedly play an increasingly important role in improving our lives and ensuring our safety. Because of the multiple applications and developments in this field in the last years, this work will present an overview of the electronic tongues and noses from the point of view of the approaches developed and the methodologies used in the data analysis and steps to this aim. In the same manner, this work shows some of the applications that can be found in the use of these devices and ends with some conclusions about the current state of these technologies.
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.