AIMC Topic: Body Weight

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Analyses of child cardiometabolic phenotype following assisted reproductive technologies using a pragmatic trial emulation approach.

Nature communications Sep 23, 2021
Assisted reproductive technologies (ART) are increasingly used, however little is known about the long-term health of ART-conceived offspring. Weak selection of comparison groups and poorly characterized mechanisms impede current understanding. In a ...
Calcium-Binding Proteins Skinfold Thickness Child DNA Methylation Blood Pressure Singapore Body Weight Body Height Cardiovascular System Reproductive Techniques, Assisted Phenotype Prospective Studies Humans Female Machine Learning Adult
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Neglected physical human-robot interaction may explain variable outcomes in gait neurorehabilitation research.

Science robotics Sep 22, 2021
During gait neurorehabilitation, many factors influence the quality of gait patterns, particularly the chosen body-weight support (BWS) device. Consequently, robotic BWS devices play a key role in gait rehabilitation of people with neurological disor...
Female Biomechanical Phenomena Male User-Computer Interface Body Weight Robotics Humans Calibration Equipment Design Patient Safety Orthotic Devices Walking Man-Machine Systems Gait Neurological Rehabilitation
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A deep-learning method using computed tomography scout images for estimating patient body weight.

Scientific reports Aug 2, 2021
Body weight is an indispensable parameter for determination of contrast medium dose, appropriate drug dosing, or management of radiation dose. However, we cannot always determine the accurate patient body weight at the time of computed tomography (CT...
Humans Adult Male Middle Aged Deep Learning Contrast Media Tomography, X-Ray Computed Female Aged Aged, 80 and over Body Weight Radiography, Abdominal
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Deep-learning models for the detection and incidence prediction of chronic kidney disease and type 2 diabetes from retinal fundus images.

Nature biomedical engineering Jun 15, 2021
Regular screening for the early detection of common chronic diseases might benefit from the use of deep-learning approaches, particularly in resource-poor or remote settings. Here we show that deep-learning models can be used to identify chronic kidn...
Image Interpretation, Computer-Assisted Metadata Photography Fundus Oculi Body Weight Retina Body Height Deep Learning Female Blood Glucose Male ROC Curve Middle Aged Diabetes Mellitus, Type 2 Disease Progression Renal Insufficiency, Chronic Humans Glomerular Filtration Rate Neural Networks, Computer Body Mass Index Prospective Studies Area Under Curve
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An artificial neural network-pharmacokinetic model and its interpretation using Shapley additive explanations.

CPT: pharmacometrics & systems pharmacology May 27, 2021
We developed a method to apply artificial neural networks (ANNs) for predicting time-series pharmacokinetics (PKs), and an interpretable the ANN-PK model, which can explain the evidence of prediction by applying Shapley additive explanations (SHAP). ...
Humans Neural Networks, Computer Female Reproducibility of Results Male Age Factors Cyclosporine Models, Biological Body Weight
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Aging-related markers in rat urine revealed by dynamic metabolic profiling using machine learning.

Aging May 19, 2021
The process of aging and metabolism is intimately intertwined; thus, developing biomarkers related to metabolism is critical for delaying aging. However, few studies have identified reliable markers that reflect aging trajectories based on machine le...
Metabolomics Metabolome Body Weight Aging Feeding Behavior Machine Learning Time Factors Neoplasms Algorithms Rats, Wistar Biomarkers Rats Animals
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Evaluating advanced computing techniques for predicting breeding values in Harnali sheep.

Tropical animal health and production May 9, 2021
Advanced computing techniques have been used by animal researchers to understand the intricate data structures for deriving the most reliable allusions of populations in order to conserve genetically superior animals. The present attempt was made to ...
Sheep Monte Carlo Method Weaning Neural Networks, Computer Animals Bayes Theorem Body Weight
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Pig Weight and Body Size Estimation Using a Multiple Output Regression Convolutional Neural Network: A Fast and Fully Automatic Method.

Sensors (Basel, Switzerland) May 6, 2021
Pig weight and body size are important indicators for producers. Due to the increasing scale of pig farms, it is increasingly difficult for farmers to quickly and automatically obtain pig weight and body size. Due to this problem, we focused on a mul...
Swine Deep Learning Body Weight Body Height Humans Neural Networks, Computer Research Design Animals
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Machine Learning Approaches to Identify Factors Associated with Women's Vasomotor Symptoms Using General Hospital Data.

Journal of Korean medical science May 3, 2021
BACKGROUND: To analyze the factors associated with women's vasomotor symptoms (VMS) using machine learning.
Hot Flashes Middle Aged Humans Sweating Decision Support Systems, Clinical Machine Learning Body Weight Women's Health Republic of Korea Monocytes Menopause Vasomotor System Female Thyrotropin
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A novel approach to dry weight adjustments for dialysis patients using machine learning.

PloS one Apr 23, 2021
BACKGROUND AND AIMS: Knowledge of the proper dry weight plays a critical role in the efficiency of dialysis and the survival of hemodialysis patients. Recently, bioimpedance spectroscopy(BIS) has been widely used for set dry weight in hemodialysis pa...
Kidney Failure, Chronic Body Water Humans Male Creatinine Middle Aged Electric Impedance Machine Learning Body Weight Renal Dialysis Serum Albumin Female Hemoglobins Adipose Tissue Aged Extracellular Space
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