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Published in 2020 at "Soft Computing"
DOI: 10.1007/s00500-019-04200-2
Abstract: Workers healthcare gained a lot of attention recently as many countries are increasingly concerning about welfare. This paper faces the problem of predicting occupational disease risks by means of computational intelligence and pattern recognition techniques.…
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Keywords:
machine;
genetic optimization;
techniques genetic;
learning techniques ... See more keywords
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Published in 2020 at "Artificial intelligence in medicine"
DOI: 10.1016/j.artmed.2020.101950
Abstract: Deregulated splicing machinery components have shown to be associated with the development of several types of cancer and, therefore, the determination of such alterations can help the development of tumor-specific molecular targets for early prognosis…
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Keywords:
methodology;
machine learning;
splicing machinery;
supervised machine ... See more keywords
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Published in 2020 at "Chemosphere"
DOI: 10.1016/j.chemosphere.2020.126593
Abstract: Environmental contamination by per- and polyfluoroalkyl substances (PFAS) is widespread, because of both their decades of use, and their persistence in the environment. These factors can make identification of the source of contamination in samples…
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Keywords:
source;
machine learning;
source allocation;
supervised machine ... See more keywords
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Published in 2019 at "Computers in biology and medicine"
DOI: 10.1016/j.compbiomed.2019.01.009
Abstract: Gait classification has been widely used for children with cerebral palsy (CP) to assist with clinical decision making and to evaluate different treatment outcomes. The aim of this study was to evaluate supervised machine learning…
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Keywords:
classification;
machine learning;
learning algorithms;
supervised machine ... See more keywords
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Published in 2022 at "International Journal of Medical Informatics"
DOI: 10.1016/j.ijmedinf.2022.104755
Abstract: Introduction SARS-CoV-2 was declared a pandemic by the WHO on March 11th, 2020. Public protective measures were enforced in every country to limit the diffusion of SARS-CoV-2. Its transmission, mainly by droplets, has been measured…
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Keywords:
mobility;
number;
sars cov;
supervised machine ... See more keywords
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Published in 2021 at "Journal of affective disorders"
DOI: 10.1016/j.jad.2021.09.042
Abstract: INTRODUCTION The course of OCD differs widely among OCD patients, varying from chronic symptoms to full remission. No tools for individual prediction of OCD remission are currently available. This study aimed to develop a machine…
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Keywords:
machine learning;
remission;
predictive performance;
supervised machine ... See more keywords
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Published in 2019 at "Journal of the American College of Cardiology"
DOI: 10.1016/s0735-1097(19)32047-9
Abstract: The current guidelines for echocardiographic assessment of left ventricular diastolic dysfunction (LVDD) utilize decision trees with rigid recursive dichotomizing rules, leading to overlapping and indeterminate outcomes. We investigated a novel machine-learning pipeline to integrate complex…
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Keywords:
semi supervised;
supervised machine;
machine learning;
learning pipeline ... See more keywords
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Published in 2017 at "Environmental science & technology"
DOI: 10.1021/acs.est.7b01518
Abstract: Monitoring biodiversity is essential to assess the impacts of increasing anthropogenic activities in marine environments. Traditionally, marine biomonitoring involves the sorting and morphological identification of benthic macro-invertebrates, which is time-consuming and taxonomic-expertise demanding. High-throughput amplicon…
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Keywords:
status;
edna metabarcoding;
marine environments;
ecological quality ... See more keywords
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Published in 2020 at "Journal of Chemical Physics"
DOI: 10.1063/5.0014194
Abstract: The phase behavior of complex fluids is a challenging problem for molecular simulations. Supervised machine learning (ML) methods have shown potential for identifying the phase boundaries of lattice models. In this work, we extend these…
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Keywords:
phase;
machine learning;
supervised machine;
phase behavior ... See more keywords
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Published in 2020 at "Interactive Learning Environments"
DOI: 10.1080/10494820.2018.1515085
Abstract: ABSTRACT This paper demonstrated the use of the supervised Machine Learning (ML) for text classification to predict students’ final course grades in a hybrid Advanced Statistics course and exhibited the potential of using ML classified…
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Keywords:
machine learning;
learning;
online forums;
within personal ... See more keywords
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Published in 2019 at "Disability and Rehabilitation: Assistive Technology"
DOI: 10.1080/17483107.2019.1604831
Abstract: Abstract Purpose: To define semi-supervised machine learning (SSML) and explore current and potential applications of this analytic strategy in rehabilitation research. Method: We conducted a scoping review using PubMed, GoogleScholar and Medline. Studies were included…
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Keywords:
machine;
machine learning;
semi supervised;
supervised machine ... See more keywords