AIMC Topic: Glucose

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Smartphone based wearable sweat glucose sensing device correlated with machine learning for real-time diabetes screening.

Analytica chimica acta May 21, 2024
BACKGROUND: Diabetes is a significant health threat, with its prevalence and burden increasing worldwide indicating its challenge for global healthcare management. To decrease the disease severity, the diabetic patients are recommended to regularly c...
Wearable Electronic Devices Smartphone Biosensing Techniques Humans Machine Learning Nanotubes, Carbon Glucose Oxidase Sweat Electrochemical Techniques Glucose Diabetes Mellitus
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Population-Specific Glucose Prediction in Diabetes Care With Transformer-Based Deep Learning on the Edge.

IEEE transactions on biomedical circuits and systems Apr 1, 2024
Leveraging continuous glucose monitoring (CGM) systems, real-time blood glucose (BG) forecasting is essential for proactive interventions, playing a crucial role in enhancing the management of type 1 diabetes (T1D) and type 2 diabetes (T2D). However,...
Blood Glucose Diabetes Mellitus, Type 2 Glucose Blood Glucose Self-Monitoring Diabetes Mellitus, Type 1 Humans Quality of Life Deep Learning
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High cell density cultivation of Corynebacterium glutamicum by deep learning-assisted medium design and the subsequent feeding strategy.

Journal of bioscience and bioengineering Mar 2, 2024
To improve the cell productivity of Corynebacterium glutamicum, its initial specific growth rate was improved by medium improvement using deep neural network (DNN)-assisted design with Bayesian optimization (BO) and a genetic algorithm (GA). To obtai...
Bayes Theorem Cell Count Magnesium Deep Learning Glucose Corynebacterium glutamicum
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NIR spectroscopy-CNN-enabled chemometrics for multianalyte monitoring in microbial fermentation.

Biotechnology and bioengineering Feb 23, 2024
As the biopharmaceutical industry looks to implement Industry 4.0, the need for rapid and robust analytical characterization of analytes has become a pressing priority. Spectroscopic tools, like near-infrared (NIR) spectroscopy, are finding increasin...
Least-Squares Analysis Glucose Fermentation Spectroscopy, Near-Infrared Escherichia coli Chemometrics Neural Networks, Computer
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Machine Learning Method and Hyperspectral Imaging for Precise Determination of Glucose and Silicon Levels.

Sensors (Basel, Switzerland) Feb 18, 2024
This article introduces an algorithm for detecting glucose and silicon levels in solution. The research focuses on addressing the critical need for accurate and efficient glucose monitoring, particularly in the context of diabetic management. Underst...
Glucose Blood Glucose Self-Monitoring Silicon Hyperspectral Imaging Artificial Intelligence Machine Learning Blood Glucose
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The association of serum irisin with anthropometric, metabolic, and bone parameters in obese children and adolescents.

Frontiers in endocrinology Jan 25, 2024
BACKGROUND: Irisin is an adipomyokine secreted by muscle and adipose cells, and it plays a role in glucose, fat, and bone metabolism. This study aimed to determine the correlation of serum irisin levels with anthropometric, metabolic, and bone parame...
Osteocalcin Pediatric Obesity Insulin Humans Fibronectins Lipids Adolescent Vitamin D Child Glucose Insulin Resistance
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A combined analysis of TyG index, SII index, and SIRI index: positive association with CHD risk and coronary atherosclerosis severity in patients with NAFLD.

Frontiers in endocrinology Jan 8, 2024
BACKGROUND: Insulin resistance(IR) and inflammation have been regarded as common potential mechanisms in coronary heart disease (CHD) and non-alcoholic fatty liver disease (NAFLD). Triglyceride-glucose (TyG) index is a novel biomarker of insulin resi...
Cross-Sectional Studies Insulin Resistance Coronary Artery Disease Glucose Inflammation Humans Non-alcoholic Fatty Liver Disease Biomarkers
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Effects of exogenous energy on synthesis of steroid hormones and expression characteristics of the CREB/StAR signaling pathway in theca cells of laying hen.

Poultry science Dec 30, 2023
Energy and the cAMP-response element binding protein (CREB)/steroidogenic acute regulatory protein (StAR) signaling pathway play important roles in steroid hormone production and follicular development in hens. This present study aimed to investigate...
Steroidogenic Acute Regulatory Protein Granulosa Cells Phosphoproteins Animals Glucose Female Steroids Chickens Theca Cells Progesterone Signal Transduction Cyclic AMP Response Element-Binding Protein
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Diagnosis of diabetes mellitus using high frequency ultrasound and convolutional neural network.

Ultrasonics Sep 21, 2023
The incidence of diabetes mellitus has been increasing, prompting the search for non-invasive diagnostic methods. Although current methods exist, these have certain limitations, such as low reliability and accuracy, difficulty in individual patient a...
Glucose Erythrocytes Humans Reproducibility of Results Neural Networks, Computer Diabetes Mellitus
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A Federated Learning-Inspired Evolutionary Algorithm: Application to Glucose Prediction.

Sensors (Basel, Switzerland) Mar 8, 2023
In this paper, we propose an innovative Federated Learning-inspired evolutionary framework. Its main novelty is that this is the first time that an Evolutionary Algorithm is employed on its own to directly perform Federated Learning activity. A furth...
Knowledge Machine Learning Privacy Algorithms Glucose Humans
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