ArticleACS sensors2021
Morlet Wavelet Filtering and Phase Analysis to Reduce the Limit of Detection for Thin Film Optical Biosensors.
Article in ACS sensors, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
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Who cites it
8 citing papers in PubMed.
- Lab-on-a-chip device with an integrated surface acoustic wave micromixer for enhanced porous silicon biosensor performance.RSC advances · 2026Article
- Optical and Electrochemical Biosensors Using Electrochemically Etched Porous Silicon.Biosensors · 2026Review
- Multidomain Molecular Sensor Devices, Systems, and Algorithms for Improved Physiological Monitoring.Micromachines · 2025Review
- Graphene-Bacteriophage Hybrid Nanomaterials for Specific and Rapid Electrochemical Detection of Pathogenic Bacteria.Biosensors · 2025Review
- A Review on Perception of Binding Kinetics in Affinity Biosensors: Challenges and Opportunities.ACS omega · 2025Review
- Enhancing the performance of porous silicon biosensors: the interplay of nanostructure design and microfluidic integration.Microsystems & nanoengineering · 2024Article
- Protein Identification and Quantification Using Porous Silicon Arrays, Optical Measurements, and Machine Learning.Biosensors · 2023Article
- Porous Silicon-Based Aptasensors: Toward Cancer Protein Biomarker Detection.ACS measurement science au · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
The ultimate detection limit of optical biosensors is often limited by various noise sources, including those introduced by the optical measurement setup. While sophisticated modifications to instrumentation may reduce noise, a simpler approach that can benefit all sensor platforms is the application of signal processing to minimize the deleterious effects of noise. In this work, we show that applying complex Morlet wavelet convolution to Fabry-Pérot interference fringes characteristic of thin film reflectometric biosensors effectively filters out white noise and low-frequency reflectance variations. Subsequent calculation of the average difference in extracted phase between the filtered analyte and reference signals enables a significant reduction in the limit of detection (LOD). This method is applied on experimental data sets of thin film porous silicon sensors (PSi) in buffered solution and complex media obtained from two different laboratories. The demonstrated improvement in the LOD achieved using wavelet convolution and average phase difference paves the way for PSi optical biosensors to operate with clinically relevant detection limits for medical diagnostics, environmental monitoring, and food safety.
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Registered trials
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