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   Articles with "using machine" as a keyword



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LEAP: Using machine learning to support variant classification in a clinical setting

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recommendations! Published in 2020 at "Human Mutation"

DOI: 10.1002/humu.24011

Abstract: Advances in genome sequencing have led to a tremendous increase in the discovery of novel missense variants, but evidence for determining clinical significance can be limited or conflicting. Here, we present Learning from Evidence to… read more here.

Keywords: leap using; clinical setting; classification; machine learning ... See more keywords
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Glioma grading using a machine‐learning framework based on optimized features obtained from T1 perfusion MRI and volumes of tumor components

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recommendations! Published in 2019 at "Journal of Magnetic Resonance Imaging"

DOI: 10.1002/jmri.26704

Abstract: Glioma grading between intermediate grades (Grade II vs. III and Grade III vs. IV) as well as multiclass grades (Grade II vs. III vs. IV) is challenging and needs to be addressed. read more here.

Keywords: machine learning; using machine; grading using; glioma grading ... See more keywords

Predicting early symptomatic osteoarthritis in the human knee using machine learning classification of magnetic resonance images from the osteoarthritis initiative

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recommendations! Published in 2017 at "Journal of Orthopaedic Research"

DOI: 10.1002/jor.23519

Abstract: The purpose of this study is to evaluate the ability of a machine learning algorithm to classify in vivo magnetic resonance images (MRI) of human articular cartilage for development of osteoarthritis (OA). Sixty‐eight subjects were… read more here.

Keywords: machine; machine learning; using machine; magnetic resonance ... See more keywords

Exploring Genome-Wide Expression Profiles Using Machine Learning Techniques.

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recommendations! Published in 2017 at "Methods in molecular biology"

DOI: 10.1007/978-1-4939-6685-1_20

Abstract: Although contemporary high-throughput -omics methods produce high-dimensional data, the resulting wealth of information is difficult to assess using traditional statistical procedures. Machine learning methods facilitate the detection of additional patterns, beyond the mere identification of… read more here.

Keywords: machine; genome wide; classification; machine learning ... See more keywords

A design and development of an intelligent jammer and jamming detection methodologies using machine learning approach

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recommendations! Published in 2018 at "Cluster Computing"

DOI: 10.1007/s10586-018-2822-7

Abstract: Nowadays, the utilization of mobile phones has increased rapidly. Due to this evolution schools, mosques, prisons, etc., require silence and security. This is achieved by using the mobile phone jammers. An intelligent mobile jammer is… read more here.

Keywords: detection; machine learning; using machine; jammer ... See more keywords

Using machine learning for communication classification

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recommendations! Published in 2019 at "Experimental Economics"

DOI: 10.1007/s10683-018-09600-z

Abstract: The present study explores the value of machine learning techniques in the classification of communication content in experiments. Previously human-coded datasets are used to both train and test algorithm-generated models that relate word counts to… read more here.

Keywords: classification; machine learning; using machine; learning communication ... See more keywords

Novel hyperchaotic image encryption method using machine learning-RBF

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recommendations! Published in 2024 at "Nonlinear Dynamics"

DOI: 10.1007/s11071-024-09966-1

Abstract: In this paper, we put forward a novel hyperchaotic image encryption method using machine learning-RBF. First, a new 4D continuous hyperchaotic system is designed to address the degradation issue of low-dimensional continuous chaotic systems, which… read more here.

Keywords: method; encryption method; using machine; image encryption ... See more keywords
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Study of short term rain forecasting using machine learning based approach

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recommendations! Published in 2019 at "Wireless Networks"

DOI: 10.1007/s11276-019-02168-3

Abstract: Weather forecasting has been still dependent on statistical and numerical analysis in most part of the world. Though statistical and numerical analysis provides better results, it highly depends on stable historical relationships with the predict… read more here.

Keywords: machine; machine learning; using machine; study ... See more keywords

Estimation of minimum miscible pressure in carbon dioxide gas injection using machine learning methods

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recommendations! Published in 2025 at "Journal of Petroleum Exploration and Production Technology"

DOI: 10.1007/s13202-024-01915-3

Abstract: In recent decades, Enhanced Oil Recovery (EOR) has emerged as a primary method to increase reservoir oil recovery rates. One of these methods involves injecting miscible and immiscible gases. In miscible gas injection, the minimum… read more here.

Keywords: pressure; using machine; gas injection; machine learning ... See more keywords

Detection of Longitudinal Visual Field Progression in Glaucoma Using Machine Learning.

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recommendations! Published in 2018 at "American journal of ophthalmology"

DOI: 10.1016/j.ajo.2018.06.007

Abstract: PURPOSE Global indices of standard automated perimerty are insensitive to localized losses, while point-wise indices are sensitive but highly variable. Region-wise indices sit in between. This study introduces a machine learning-based index for glaucoma progression… read more here.

Keywords: machine; machine learning; using machine; glaucoma ... See more keywords

Designing UHMWPE hybrid composites using machine learning and metaheuristic algorithms

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recommendations! Published in 2021 at "Composite Structures"

DOI: 10.1016/j.compstruct.2021.113898

Abstract: Abstract The artificial replacement of hip joints comes into play when an individual is affected by different types of arthritis or sudden trauma. Hip prosthesis involves the usage of ultra-high-molecular-weight polyethylene (UHMWPE) as an acetabular… read more here.

Keywords: hybrid composites; designing uhmwpe; uhmwpe hybrid; using machine ... See more keywords