Recent advances in protein biomarkers based enzymatic biosensors for non-communicable diseases

TrAC Trends in Analytical Chemistry, Journal Year: 2024, Volume and Issue: 174, P. 117683 - 117683

Published: April 4, 2024

Language: Английский

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Machine Learning Assisted Enhancement in a Two-Dimensional Material’s Sensing Performance

ACS Applied Nano Materials, Journal Year: 2024, Volume and Issue: 7(12), P. 13893 - 13918

Published: June 5, 2024

Two-dimensional (2D) materials have seen a dramatic increase in use recent years due to their exceptional characteristics, which make them perfect for wide range of sensing applications. However, achieving optimal performance 2D material-based sensors often poses challenges owing material limitations and environmental factors. The combination ML algorithms with offers way maximize selectivity, sensitivity, overall sensor dependability. study starts by looking at the basic characteristics many uses sensing, such as graphene transition metal dichalcogenides (TMDs). It then explores difficulties encountered conventional techniques shows how machine learning (ML) overcome these difficulties. A thorough examination various methods used is provided, along an explanation functions data processing, pattern identification, real-time adaptive sensing. paper also discusses might lead better measures including lower false positive rates higher accuracy. Comprehensive analysis done on case studies that demonstrate effective implementations domains, industrial applications, monitoring, healthcare. In conclusion, abstract prospects future, highlighting learning-assisted are developing they transform technologies variety fields.

Language: Английский

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Bone marrow derived mesenchymal stem cells enriched PCL-gelatin nanofiber scaffold for improved wound healing

International Journal of Biological Macromolecules, Journal Year: 2024, Volume and Issue: 274, P. 133447 - 133447

Published: June 27, 2024

Language: Английский

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Recent advancements in the development of Two-Dimensional nanostructured based anode materials for stable power density in microbial fuel cells

Renewable and Sustainable Energy Reviews, Journal Year: 2023, Volume and Issue: 188, P. 113813 - 113813

Published: Oct. 12, 2023

The demand for alternative energy sources from non-recyclable waste materials will be a hot research topic in future industries. This interest is primarily due to the ability harness materials, provision of localized power solutions, and promotion efficient conversation. In this respect, Microbial Fuel Cells (MFC) represent new possessing unique qualities many applications. MFC generates by utilising exoelectrogens forming biofilm on surface anode. Since MFC, wastewater converted into protons electrons at anode surface, where biofilms typically develop, becomes most vital component. Consequently, significant has been conducted material improve performance. present review focuses different aspects including comprehensive summary recent developments field MFCs, state-of-the-art literature based bibliometric analysis using keywords, description mechanism operational principle applications current perspectives use carbon nanotubes, graphene, graphitic nitride, MXene, their nanocomposites as with stable density Lastly, we challenges regarding continued development culminating overall conclusions related research.

Language: Английский

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Nano-modified screen-printed electrode-based electrochemical immunosensors for oral cancer biomarker detection in undiluted human serum and saliva samples

Nanoscale Advances, Journal Year: 2023, Volume and Issue: 6(2), P. 705 - 721

Published: Nov. 30, 2023

The schematic illustration of step wise fabrication in-house-made screen-printed electrodes for simultaneous detection multiple cancer biomarkers.

Language: Английский

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