AIMC Topic: Body Weight

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Design and Simulation Analysis of a Robot-Assisted Gait Trainer with the PBWS System.

Journal of healthcare engineering Nov 15, 2021
In response to the ever-increasing demand of lower limb rehabilitation, this paper presents a novel robot-assisted gait trainer (RGT) to assist the elderly and the pediatric patients with neurological impairments in the lower limb rehabilitation trai...
Child Robotics Gait Gait Disorders, Neurologic Body Weight Humans Aged Quality of Life
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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 ...
DNA Methylation Blood Pressure Singapore Body Weight Body Height Skinfold Thickness Cardiovascular System Reproductive Techniques, Assisted Calcium-Binding Proteins Humans Prospective Studies Machine Learning Female Phenotype Adult Child
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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...
Biomechanical Phenomena Calibration Male Humans Equipment Design User-Computer Interface Orthotic Devices Patient Safety Walking Man-Machine Systems Robotics Female Gait Neurological Rehabilitation Body Weight
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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 Tomography, X-Ray Computed Female Aged Deep Learning Contrast Media Body Weight Radiography, Abdominal Aged, 80 and over Adult Male Middle Aged
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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...
Body Height Image Interpretation, Computer-Assisted Metadata Photography Diabetes Mellitus, Type 2 Renal Insufficiency, Chronic Glomerular Filtration Rate Body Mass Index Area Under Curve Fundus Oculi Body Weight Retina Disease Progression Deep Learning Humans Blood Glucose Female Neural Networks, Computer ROC Curve Male Prospective Studies Middle Aged
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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). ...
Female Reproducibility of Results Male Age Factors Cyclosporine Models, Biological Body Weight Humans Neural Networks, Computer
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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...
Animals Aging Neoplasms Time Factors Body Weight Rats, Wistar Machine Learning Feeding Behavior Algorithms Rats Biomarkers Metabolomics Metabolome
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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 ...
Monte Carlo Method Weaning Bayes Theorem Body Weight Sheep Neural Networks, Computer Animals
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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...
Body Height Humans Animals Neural Networks, Computer Swine Research Design Deep Learning Body Weight
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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.
Humans Menopause Sweating Decision Support Systems, Clinical Machine Learning Women's Health Hot Flashes Monocytes Republic of Korea Vasomotor System Thyrotropin Female Body Weight Middle Aged
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