ReviewBiosensors2022
Recent Advances in Nanomechanical Membrane-Type Surface Stress Sensors towards Artificial Olfaction.
Review in Biosensors, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 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
10 citing papers in PubMed, 34 citations in OpenAlex.
- Nanosensors in food safety detection: a comprehensive review of recent advances and future prospects.Mikrochimica acta · 2026Review
- Harnessing Explainable AI to Explore Structure-Activity Relationships in Artificial Olfaction.ACS applied materials & interfaces · 2025Article
- An Analytical Model of Sorption-Induced Static Mode Nanomechanical Sensing for Multicomponent Analytes.Analytical chemistry · 2025Article
- Confined Space Nanoarchitectonics for Dynamic Functions and Molecular Machines.Micromachines · 2024Review
- Sniffing Like a Wine Taster: Multiple Overlapping Sniffs (MOSS) Strategy Enhances Electronic Nose Odor Recognition Capability.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2024Article
- Sensing signal augmentation by flow rate modulation of carrier gas for accurate differentiation of complex odours.Science and technology of advanced materials · 2024Article
- Repetitive Direct Comparison Method for Odor Sensing.Biosensors · 2023Article
- Review
- Measurement of Volatile Fatty Acids in Silage through Odors with Nanomechanical Sensors.Biosensors · 2023Article
- Detection of Trace Amounts of Water in Organic Solvents by DNA-Based Nanomechanical Sensors.Biosensors · 2022Article
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
Nanomechanical sensors have gained significant attention as powerful tools for detecting, distinguishing, and identifying target analytes, especially odors that are composed of a complex mixture of gaseous molecules. Nanomechanical sensors and their arrays are a promising platform for artificial olfaction in combination with data processing technologies, including machine learning techniques. This paper reviews the background of nanomechanical sensors, especially conventional cantilever-type sensors. Then, we focus on one of the optimized structures for static mode operation, a nanomechanical Membrane-type Surface stress Sensor (MSS), and discuss recent advances in MSS and their applications towards artificial olfaction.
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.