AIMC Topic: Blood Chemical Analysis
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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...
Neural Network-Based Study about Correlation Model between TCM Constitution and Physical Examination Indexes Based on 950 Physical Examinees.
Journal of healthcare engineering
Sep 1, 2020
PURPOSE: To establish the correlation model between Traditional Chinese Medicine (TCM) constitution and physical examination indexes by backpropagation neural network (BPNN) technology. A new method for the identification of TCM constitution in clini...
Humans
Neural Networks, Computer
Artificial Intelligence
Computer Systems
Medicine, Chinese Traditional
Models, Statistical
Lipids
Software
Algorithms
Reproducibility of Results
Programming Languages
Data Collection
Pattern Recognition, Automated
Blood Chemical Analysis
Liver Function Tests
Urinalysis
Physical Examination
Machine Learning Analysis for Quantitative Discrimination of Dried Blood Droplets.
Scientific reports
Feb 24, 2020
One of the most interesting and everyday natural phenomenon is the formation of different patterns after the evaporation of liquid droplets on a solid surface. The analysis of dried patterns from blood droplets has recently gained a lot of attention,...
Peptide arrays incubated with three collections of human sera from patients infected with mosquito-borne viruses.
F1000Research
Nov 7, 2019
Global outbreaks caused by emerging or re-emerging arthropod-borne viruses (arboviruses) are becoming increasingly more common. These pathogens include the mosquito-borne viruses belonging to the and genera. These viruses often cause non-specific ...
Blood Biochemistry Analysis to Detect Smoking Status and Quantify Accelerated Aging in Smokers.
Scientific reports
Jan 15, 2019
There is an association between smoking and cancer, cardiovascular disease and all-cause mortality. However, currently, there are no affordable and informative tests for assessing the effects of smoking on the rate of biological aging. In this study ...
Derivatization enhances analysis of estrogens and their bioactive metabolites in human plasma by liquid chromatography tandem mass spectrometry.
Analytica chimica acta
Dec 21, 2018
Estrogens regulate many diverse biological processes in health and disease. They circulate at a wide range of concentrations in females generating several active metabolites (hydroxy and methoxyestrogens). The metabolites are assumed to be present in...
Capillary electrophoresis with preparative isoelectric focusing preconcentration for sensitive determination of amphotericin B in human blood serum.
Analytica chimica acta
Dec 18, 2018
Amphotericin B (AmB) is still, despite its severe nephrotoxicity, the first-line agent in the management of serious systemic fungal infections. A sensitive and reliable method is therefore required to control AmB concentration in body fluids of a pat...
Deep neural network for estimating low density lipoprotein cholesterol.
Clinica chimica acta; international journal of clinical chemistry
Nov 15, 2018
BACKGROUND: LDL cholesterol (LDL-C) has been mainly estimated using the Friedewald equation, and other equations have recently been developed to complement the Friedewald equation. The present study aims to employ a deep neural network (DNN) to impro...
Detection of nanodiamonds in biological samples by EPR spectrometry.
Doklady. Biochemistry and biophysics
Jan 3, 2018
In model experiments in vitro, the applicability of the EPR spectrometry method for the detection of modified nanodiamonds (MNDs) in blood and homogenates of mouse organs has been established. A characteristic signal (g = 2.003, ΔH ≈ 10 G) is observe...
Superficial Vancomycin Coating of Bone Cement in Orthopedic Revision Surgery: A Safe Technique to Enhance Local Antibiotic Concentrations.
The Journal of arthroplasty
Dec 1, 2016
BACKGROUND: The use of antibiotic-loaded cement has become a well-accepted method to develop high local antibiotic concentrations in revision surgery of infected arthroplasty. A new surgical technique has been established to further increase the loca...
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