AIMC Topic: Point-of-Care Testing

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Technologies for the point-of-care diagnosis of malaria: a scoping review.

Infectious diseases of poverty Jun 23, 2025
BACKGROUND: Malaria continues to pose a significant health challenge, particularly in low-resource settings (LRS), where access to reliable and timely diagnostics is often limited. In this context, point-of-care (POC) in vitro diagnostics (IVDs) play...
Point-of-Care Systems Point-of-Care Testing Malaria Humans Sensitivity and Specificity
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Single-Protein Determinations by Magnetofluorescent Qubit Imaging with Artificial-Intelligence Augmentation at the Point-Of-Care.

ACS nano May 19, 2025
Conventional point-of-care testing (POCT) has limitations in sensitivity with high risks of missed detection or false positive, which restrains its applications for routine outpatient care analysis and early clinical diagnosis. By merits of the cutti...
Silicon Dioxide Limit of Detection Point-of-Care Testing Biosensing Techniques Quantum Dots Humans Point-of-Care Systems Fluorescent Dyes
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Deep-Learning-Assisted Microfluidic Immunoassay via Smartphone-Based Imaging Transcoding System for On-Site and Multiplexed Biosensing.

Nano letters Apr 9, 2025
Point-of-care testing (POCT) with multiplexed capability, ultrahigh sensitivity, affordable smart devices, and user-friendly operation is critically needed for clinical diagnostics and food safety. This study presents a deep-learning-assisted microfl...
Biosensing Techniques Point-of-Care Testing Immunoassay Deep Learning Smartphone Microfluidic Analytical Techniques Microspheres Lab-On-A-Chip Devices Humans
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Machine learning in point-of-care testing: innovations, challenges, and opportunities.

Nature communications Apr 2, 2025
The landscape of diagnostic testing is undergoing a significant transformation, driven by the integration of artificial intelligence (AI) and machine learning (ML) into decentralized, rapid, and accessible sensor platforms for point-of-care testing (...
Humans Artificial Intelligence Point-of-Care Systems Point-of-Care Testing COVID-19 Testing COVID-19 Reproducibility of Results SARS-CoV-2 Machine Learning Pandemics
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High-throughput point-of-care serum iron testing utilizing machine learning-assisted deep eutectic solvent fluorescence detection platform.

Journal of colloid and interface science Nov 17, 2024
In this study, a high-throughput point-of-care testing (HT-POCT) system for detecting serum iron was developed using a hydrophobic deep eutectic solvent (HDES) fluorescence detection platform. This machine learning-assisted portable platform enables ...
Fluorescent Dyes Hydrophobic and Hydrophilic Interactions High-Throughput Screening Assays Solvents Spectrometry, Fluorescence Iron Point-of-Care Testing Particle Size Quantum Dots Humans Machine Learning Fluorescence Point-of-Care Systems Carbon
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Integrated Ultrasound-Enrichment and Machine Learning in Colorimetric Lateral Flow Assay for Accurate and Sensitive Clinical Alzheimer's Biomarker Diagnosis.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Sep 19, 2024
The colloidal gold nanoparticle (AuNP)-based colorimetric lateral flow assay (LFA) is one of the most promising analytical tools for point-of-care disease diagnosis. However, the low sensitivity and insufficient accuracy still limit its clinical appl...
Humans Machine Learning Sensitivity and Specificity Colorimetry Biomarkers Gold Point-of-Care Testing Metal Nanoparticles Alzheimer Disease tau Proteins
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Advancing Point-of-Care Testing by Application of Machine Learning Techniques and Artificial Intelligence.

Chest Aug 23, 2024
The promise of artificial intelligence has generated enthusiasm among patients, health care professionals, and technology developers who seek to leverage its potential to enhance the diagnosis and management of an increasing number of chronic and acu...
Point-of-Care Systems Humans Point-of-Care Testing Artificial Intelligence Machine Learning
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Role of Machine Learning Assisted Biosensors in Point-of-Care-Testing For Clinical Decisions.

ACS sensors Aug 15, 2024
Point-of-Care-Testing (PoCT) has emerged as an essential component of modern healthcare, providing rapid, low-cost, and simple diagnostic options. The integration of Machine Learning (ML) into biosensors has ushered in a new era of innovation in the ...
Humans Electrochemical Techniques Point-of-Care Testing Machine Learning Lab-On-A-Chip Devices Biosensing Techniques
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Rapid deep learning-assisted predictive diagnostics for point-of-care testing.

Nature communications Feb 24, 2024
Prominent techniques such as real-time polymerase chain reaction (RT-PCR), enzyme-linked immunosorbent assay (ELISA), and rapid kits are currently being explored to both enhance sensitivity and reduce assay time for diagnostic tests. Existing commerc...
Point-of-Care Testing Rapid Diagnostic Tests Humans Deep Learning Sensitivity and Specificity Communicable Diseases Enzyme-Linked Immunosorbent Assay Point-of-Care Systems
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Non-Contact Thermal and Acoustic Sensors with Embedded Artificial Intelligence for Point-of-Care Diagnostics.

Sensors (Basel, Switzerland) Dec 26, 2023
This work involves exploring non-invasive sensor technologies for data collection and preprocessing, specifically focusing on novel thermal calibration methods and assessing low-cost infrared radiation sensors for facial temperature analysis. Additio...
Acoustics Artificial Intelligence Humans Cough Neural Networks, Computer Point-of-Care Testing
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