AIMC Topic: Point-of-Care Testing
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Bacterial metabolism-triggered-chemiluminescence-based point-of-care testing platform for sensitive detection and photothermal inactivation of Staphylococcus aureus.
Analytica chimica acta
Oct 10, 2023
Post-operative pathogenic infections in liver transplantation seriously threaten human health. It is essential to develop novel methods for the highly sensitive and rapid detection of Staphylococcus aureus (S. aureus). Interestingly, the combination ...
Development of a machine learning multiclass screening tool for periodontal health status based on non-clinical parameters and salivary biomarkers.
Journal of clinical periodontology
Sep 11, 2023
AIM: To develop a multiclass non-clinical screening tool for periodontal disease and assess its accuracy for differentiating periodontal health, gingivitis and different stages of periodontitis.
Artificial Intelligence in Point-of-Care Testing.
Annals of laboratory medicine
Apr 21, 2023
With the projected increase in the global population, current healthcare delivery models will face severe challenges. Rural and remote areas, whether in developed or developing countries, are characterized by the same challenges: the unavailability o...
Quantitative particle agglutination assay for point-of-care testing using mobile holographic imaging and deep learning.
Lab on a chip
Sep 14, 2021
Particle agglutination assays are widely adopted immunological tests that are based on antigen-antibody interactions. Antibody-coated microscopic particles are mixed with a test sample that potentially contains the target antigen, as a result of whic...
Skills Classification in Cardiac Ultrasound with Temporal Convolution and Domain Knowledge Using a Low-Cost Probe Tracker.
Ultrasound in medicine & biology
Aug 1, 2021
As point-of-care ultrasound (POCUS) becomes more integrated into clinical practice, it is essential to address all aspects of ultrasound operator proficiency. Ultrasound proficiency requires the ability to acquire, interpret and integrate bedside ult...
Artificial Intelligence Application on Point-of-Care Ultrasound.
Journal of cardiothoracic and vascular anesthesia
Mar 4, 2021
Mobile Health (mHealth) Viral Diagnostics Enabled with Adaptive Adversarial Learning.
ACS nano
Nov 23, 2020
Deep-learning (DL)-based image processing has potential to revolutionize the use of smartphones in mobile health (mHealth) diagnostics of infectious diseases. However, the high variability in cellphone image data acquisition and the common need for l...
Disaster Planning
Communicable Disease Control
Antigens, Viral
Platinum
Telemedicine
COVID-19 Testing
CRISPR-Cas Systems
Point-of-Care Testing
Signal Processing, Computer-Assisted
COVID-19
Reproducibility of Results
Public Health
Smartphone
Metal Nanoparticles
Deep Learning
Image Processing, Computer-Assisted
Humans
Neural Networks, Computer
Machine learning assistive rapid, label-free molecular phenotyping of blood with two-dimensional NMR correlational spectroscopy.
Communications biology
Sep 28, 2020
Translation of the findings in basic science and clinical research into routine practice is hampered by large variations in human phenotype. Developments in genotyping and phenotyping, such as proteomics and lipidomics, are beginning to address these...
Point-of-Care Serodiagnostic Test for Early-Stage Lyme Disease Using a Multiplexed Paper-Based Immunoassay and Machine Learning.
ACS nano
Dec 18, 2019
Caused by the tick-borne spirochete , Lyme disease (LD) is the most common vector-borne infectious disease in North America and Europe. Though timely diagnosis and treatment are effective in preventing disease progression, current tests are insensiti...
Validation of the Behavior of a Knowledge Base Implementing Clinical Guidelines for Point-of-Care Antiretroviral Toxicity Monitoring.
AMIA ... Annual Symposium proceedings. AMIA Symposium
Dec 5, 2018
This study investigated the automated detection of antiretroviral toxicities in structured electronic health records data. The evaluation compared responses generated by 5 clinical pharmacists and 1 prototype knowledge-based application for 15 random...
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