Recent progress in the 3D printing of microneedle patches for biomedical applications

International Journal of Pharmaceutics, Год журнала: 2024, Номер unknown, С. 124995 - 124995

Опубликована: Ноя. 1, 2024

Язык: Английский

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3D-printed microneedles for sensing applications: emerging topics and future trends

Advanced Sensor and Energy Materials, Год журнала: 2025, Номер unknown, С. 100139 - 100139

Опубликована: Фев. 1, 2025

Язык: Английский

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Advances in dissolving microneedles-based drug delivery system for treating dermatological diseases

Journal of Drug Delivery Science and Technology, Год журнала: 2025, Номер unknown, С. 106785 - 106785

Опубликована: Март 1, 2025

Язык: Английский

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Applications of Machine Learning in Food Safety and HACCP Monitoring of Animal-Source Foods

Foods, Год журнала: 2025, Номер 14(6), С. 922 - 922

Опубликована: Март 8, 2025

Integrating advanced computing techniques into food safety management has attracted significant attention recently. Machine learning (ML) algorithms offer innovative solutions for Hazard Analysis Critical Control Point (HACCP) monitoring by providing data analysis capabilities and have proven to be powerful tools assessing the of Animal-Source Foods (ASFs). Studies that link ML with HACCP in ASFs are limited. The present review provides an overview ML, feature extraction, selection employed safety. Several non-destructive presented, including spectroscopic methods, smartphone-based sensors, paper chromogenic arrays, machine vision, hyperspectral imaging combined algorithms. Prospects include enhancing predictive models development hybrid Artificial Intelligence (AI) automation quality control processes using AI-driven computer which could revolutionize inspections. However, handling conceivable inclinations AI is vital guaranteeing reasonable exact hazard assessments assortment nourishment generation settings. Moreover, moving forward, interpretability will make them more straightforward dependable. Conclusively, applying allows real-time analytics can significantly reduce risks associated ASF consumption.

Язык: Английский

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Microneedle hierarchical structure construction for promoting multi-stage wound healing

International Journal of Pharmaceutics, Год журнала: 2025, Номер unknown, С. 125474 - 125474

Опубликована: Март 1, 2025

Язык: Английский

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Data integrity of food and machine learning: Strategies, advances and prospective

Food Chemistry, Год журнала: 2025, Номер unknown, С. 143831 - 143831

Опубликована: Март 1, 2025

Язык: Английский

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Microfluidics in smart food safety

Advances in food and nutrition research, Год журнала: 2024, Номер unknown, С. 305 - 354

Опубликована: Янв. 1, 2024

Язык: Английский

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Machine Learning Assists in the Design and Application of Microneedles

Biomimetics, Год журнала: 2024, Номер 9(8), С. 469 - 469

Опубликована: Авг. 2, 2024

Microneedles (MNs), characterized by their micron-sized sharp tips, can painlessly penetrate the skin and have shown significant potential in disease treatment biosensing. With development of artificial intelligence (AI), design application MNs experienced substantial innovation aided machine learning (ML). This review begins with a brief introduction to concept ML its current stage development. Subsequently, principles fabrication methods are explored, demonstrating critical role optimizing preparation. Integration between applications therapy sensing were further discussed. Finally, we outline challenges prospects learning-assisted MN technology, aiming advance practical field smart diagnosis treatment.

Язык: Английский

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Electrochemical applications of fly ash as surface modifier: sustainable mitigation of industrial residue

Journal of Solid State Electrochemistry, Год журнала: 2024, Номер unknown

Опубликована: Авг. 28, 2024

Язык: Английский

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Wearable Optical Sensors: Toward Machine Learning-Enabled Biomarker Monitoring

Chemistry Africa, Год журнала: 2024, Номер 7(8), С. 4175 - 4192

Опубликована: Авг. 16, 2024

Язык: Английский

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