Innovations in Biosensor Technologies for Healthcare Diagnostics and Therapeutic Drug Monitoring: Applications, Recent Progress, and Future Research Challenges

Sensors, Journal Year: 2024, Volume and Issue: 24(16), P. 5143 - 5143

Published: Aug. 8, 2024

This comprehensive review delves into the forefront of biosensor technologies and their critical roles in disease biomarker detection therapeutic drug monitoring. It provides an in-depth analysis various types applications, including enzymatic sensors, immunosensors, DNA elucidating mechanisms specific healthcare applications. The highlights recent innovations such as integrating nanotechnology, developing wearable devices, trends miniaturisation, showcasing transformative potential healthcare. In addition, it addresses significant sensitivity, specificity, reproducibility, data security challenges, proposing strategic solutions to overcome these obstacles. is envisaged that will inform decision-making, drive technological innovation, enhance global outcomes by synthesising multidisciplinary insights.

Language: Английский

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Empowerment of AI algorithms in biochemical sensors

TrAC Trends in Analytical Chemistry, Journal Year: 2024, Volume and Issue: 173, P. 117613 - 117613

Published: Feb. 29, 2024

Language: Английский

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Development of a High-Sensitivity Graphene-Metal Nanocomposite Metasurfaces Biosensor with Machine Learning Integration for Rapid Detection of Waterborne Pathogens with Behaviour Prediction Leveraging Stacking Ensemble Regressor

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: Jan. 7, 2025

Language: Английский

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Design and Optimization of a Graphene-Enhanced Terahertz Metasurfaces Surface Plasmon Resonance Biosensor with Multi-Material Architecture for Cancer Detection Integrating 1D-CNN Machine Learning for Performance Prediction and Analysis

Plasmonics, Journal Year: 2025, Volume and Issue: unknown

Published: March 25, 2025

Language: Английский

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Artificial intelligence-assisted wearable porous eutectogel with high-performance NH3 enrichment and visual sensing enables Non-Invasive monitoring of Chronic kidney disease

Chemical Engineering Journal, Journal Year: 2025, Volume and Issue: unknown, P. 160678 - 160678

Published: Feb. 1, 2025

Language: Английский

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Metasurfaces for Quantitative Biosciences of Molecules, Cells, and Tissues: Sensing and Diagnostics

ACS Photonics, Journal Year: 2024, Volume and Issue: 11(3), P. 904 - 916

Published: Feb. 23, 2024

Metasurfaces have revolutionized optical biosensing and diagnostic assays due to their sensitivity, compactness, label-free operation. However, metasurface applications in analyzing complex biological systems quantum bioscience phenomena remain scarce. In this Perspective, we discuss current developments biosensors propose promising future for probing or adopting effects improving spatial omics analysis live cells tissues. We the capabilities of platforms monitoring relevant biomarkers viral diseases, neurodegenerative cancers. Metasurface-empowered examination cell morphology secretome, virus detection, tissue imaging can improve accuracy early diagnosis. Furthermore, review device-integration approaches point-of-care testing settings that could constitute pathways toward technology commercialization. Altogether, provide a perspective exploring precision health medicine.

Language: Английский

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Bionic Spider Web Flexible Strain Sensor Based on CF-L and Machine Learning

ACS Applied Materials & Interfaces, Journal Year: 2024, Volume and Issue: unknown

Published: April 29, 2024

At present, the preparation of laser-induced graphene (LIG) has become an important technology in sensor manufacturing. In conventional process, CO2 laser is widely used; however, its experimental period long and efficiency needs to be improved. We propose innovative strategy improve efficiency. use machine learning method accurately predict parameters LIG, so as optimize process. Different structures can lead different performances. The structure constructed by rough a large size, which affect performance sensor. Therefore, we for first time intramembrane construction that combines advantages fiber (CF-L). With this CF-L method, have successfully prepared biomimetic, flexible strain This not only maintains high degree sensitivity, but also more refined optimized structure. manufacturing process whole simple, economical, durable quantities used detect extension bending human joints.

Language: Английский

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Sensitive electrochemical sensor for Cd2+ with engineered short high-affinity aptamer undergoing large conformation change

Talanta, Journal Year: 2024, Volume and Issue: 271, P. 125642 - 125642

Published: Jan. 18, 2024

Language: Английский

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Paper-based point of care diagnostics for cancer biomarkers

Sensors & Diagnostics, Journal Year: 2024, Volume and Issue: 3(4), P. 504 - 535

Published: Jan. 1, 2024

Advancements in assay design, detection techniques, signal transduction and enhancement strategies using smart nanomaterials.

Language: Английский

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Fully integrated microneedle biosensor array for wearable multiplexed fitness biomarkers monitoring

Biosensors and Bioelectronics, Journal Year: 2024, Volume and Issue: 265, P. 116697 - 116697

Published: Aug. 23, 2024

Language: Английский

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