AIMC Topic: Genetics

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Predicting Progression to Advanced Age-Related Macular Degeneration from Clinical, Genetic, and Lifestyle Factors Using Machine Learning.

Ophthalmology Sep 2, 2020
PURPOSE: Current prediction models for advanced age-related macular degeneration (AMD) are based on a restrictive set of risk factors. The objective of this study was to develop a comprehensive prediction model applying a machine learning algorithm a...
Middle Aged Disease Progression Genotype Aged Male Machine Learning Life Style Phenotype Retinal Drusen Humans Female Area Under Curve Genetics Clinical Decision-Making Risk Factors Macular Degeneration Models, Theoretical
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The deformation monitoring of foundation pit by back propagation neural network and genetic algorithm and its application in geotechnical engineering.

PloS one Jul 1, 2020
The objective is to improve the prediction accuracy of foundation pit deformation in geotechnical engineering, thereby provide early warning for engineering practice. The digital close-range photogrammetry is used to obtain monitoring data. The error...
Geology Neural Networks, Computer Engineering Genetics
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Constructing a Consciousness Meter Based on the Combination of Non-Linear Measurements and Genetic Algorithm-Based Support Vector Machine.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Jan 8, 2020
OBJECTIVE: Constructing a framework to evaluate consciousness is an important issue in neuroscience research and clinical practice. However, there is still no systematic framework for quantifying altered consciousness along the dimensions of both lev...
Support Vector Machine Anesthesia, General Electroencephalography Male Middle Aged Nonlinear Dynamics Consciousness Entropy Healthy Volunteers Wakefulness Humans Female Consciousness Monitors Reproducibility of Results Coma Algorithms Genetics Consciousness Disorders
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[Internal Medicine 3.0].

La Revue de medecine interne Oct 18, 2019
Internal Medicine Genetics Big Data Smartphone Humans Self Care Telemedicine Artificial Intelligence Inventions Social Media
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Knowledge development, technology and questions of nursing ethics.

Nursing ethics Apr 28, 2019
This article explores emerging ethical questions that result from knowledge development in a complex, technological age. Nursing practice is at a critical ideological and ethical precipice where decision-making is enhanced and burdened by new ways of...
Inventions Biomedical Technology Knowledge Neurosciences Thinking Algorithms Big Data Genomics Ethics, Nursing Humans Artificial Intelligence Nursing Care Genetics
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Artificial Intelligence, DNA Mimicry, and Human Health.

Medical science monitor : international medical journal of experimental and clinical research Aug 14, 2017
The molecular evolution of genomic DNA across diverse plant and animal phyla involved dynamic registrations of sequence modifications to maintain existential homeostasis to increasingly complex patterns of environmental stressors. As an essential cor...
Humans Artificial Intelligence Health Genetics Computational Biology Molecular Mimicry DNA Methylation
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Artificial neuron-glia networks learning approach based on cooperative coevolution.

International journal of neural systems Feb 26, 2015
Artificial Neuron-Glia Networks (ANGNs) are a novel bio-inspired machine learning approach. They extend classical Artificial Neural Networks (ANNs) by incorporating recent findings and suppositions about the way information is processed by neural and...
Neuroglia Algorithms Humans Genetics Learning Neural Networks, Computer Neurons
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Legible ledgers.

Nature genetics Sep 28, 2016
Genetics Molecular Sequence Annotation Editorial Policies Statistics as Topic Gene Ontology Humans
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