Machine Learning-Enhanced Electrochemical Sensors for Food Safety: Applications and Perspectives

Trends in Food Science & Technology, Год журнала: 2025, Номер unknown, С. 104872 - 104872

Опубликована: Янв. 1, 2025

Язык: Английский

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Recent Advances in Biosensor Technologies for Meat Production Chain

Foods, Год журнала: 2025, Номер 14(5), С. 744 - 744

Опубликована: Фев. 22, 2025

Biosensors are innovative and cost-effective analytical devices that integrate biological recognition elements (bioreceptors) with transducers to detect specific substances (biomolecules), providing a high sensitivity specificity for the rapid accurate point-of-care (POC) quantitative detection of selected biomolecules. In meat production chain, their application has gained attention due increasing demand enhanced food safety, quality assurance, fraud detection, regulatory compliance. can foodborne pathogens (Salmonella, Campylobacter, Shiga-toxin-producing E. coli/STEC, L. monocytogenes, etc.), spoilage bacteria indicators, contaminants (pesticides, dioxins, mycotoxins), antibiotics, antimicrobial resistance genes, hormones (growth promoters stress hormones), metabolites (acute-phase proteins as inflammation markers) at different modules along from livestock farming packaging in farm-to-fork (F2F) continuum. By real-time data biosensors enable early interventions, reducing health risks (foodborne outbreaks) associated contaminated meat/meat products or sub-standard products. Recent advancements micro- nanotechnology, microfluidics, wireless communication have further sensitivity, specificity, portability, automation biosensors, making them suitable on-site field applications. The integration blockchain Internet Things (IoT) systems allows acquired management, while artificial intelligence (AI) machine learning (ML) enables processing, analytics, input risk assessment by competent authorities. This promotes transparency traceability within fostering consumer trust industry accountability. Despite biosensors' promising potential, challenges such scalability, reliability complexity matrices, approval still main challenges. review provides broad overview most relevant aspects current state-of-the-art development, challenges, opportunities prospective applications regular use safety monitoring, clarifying perspectives.

Язык: Английский

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Colorimetric Molecularly Imprinted Polymer-Based Sensors for Rapid Detection of Organic Compounds: A Review

Chemosensors, Год журнала: 2025, Номер 13(5), С. 163 - 163

Опубликована: Май 4, 2025

This review offers a comprehensive examination of the development and current state art in field molecularly imprinted polymer (MIP)-based colorimetric sensors, focusing on their potential for rapid detection organic compounds. These MIP-sensors are gaining considerable attention due to distinctive capacity modify sensor surfaces by creating recognition cavities within matrix, providing versatile highly selective platform detecting broad spectrum analytes. systematically examines different types MIP-based attending target analyte, highlighting applications on-site sample detection, drug monitoring, environmental analysis, food safety detection. The integration novel technologies, such as nanozymes smartphone-based which enhance capabilities MIP is also addressed. sensors particularly valuable low cost, response times, portability, ease use. Finally, outlines future challenges overcoming existing limitations, improving performance, expanding across various fields.

Язык: Английский

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Science and Technology for Water Purification: Achievements and Strategies

Water, Год журнала: 2025, Номер 17(1), С. 91 - 91

Опубликована: Янв. 1, 2025

Water scarcity and pollution remain two of the most pressing global challenges, with profound implications for public health, environmental sustainability, economic development [...]

Язык: Английский

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Digital Economy Empowering Sustainable Rural Development: Exploring New Paths for the Coupling Coordinated Development of the Economy-Environment

Опубликована: Янв. 1, 2025

Язык: Английский

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Microfluidic Paper-Based Devices for Efficient and Sensitive Pesticide Detection: A Review

Journal of Food Composition and Analysis, Год журнала: 2025, Номер unknown, С. 107498 - 107498

Опубликована: Март 1, 2025

Язык: Английский

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Resolution of overlapping optical signals: dual sensing vs chemometrics

Talanta, Год журнала: 2025, Номер 294, С. 128251 - 128251

Опубликована: Май 2, 2025

Язык: Английский

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Emerging contaminants: the application of a homemade electrochemical IoT-enabled device to solve a global challenge

Electrochimica Acta, Год журнала: 2025, Номер unknown, С. 146395 - 146395

Опубликована: Май 1, 2025

Язык: Английский

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AgNPs-modified IOPC-based flexible SERS patch for rapid label-free analysis of pesticide residues

Sensors and Actuators B Chemical, Год журнала: 2025, Номер unknown, С. 138108 - 138108

Опубликована: Июнь 1, 2025

Язык: Английский

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Flexible carbon cloth electrode: pioneering the future of electrochemical sensing devices

Advanced Composites and Hybrid Materials, Год журнала: 2025, Номер 8(3)

Опубликована: Июнь 1, 2025

Язык: Английский

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