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Using Genetic Algorithms to Improve Support Vector Regression in the Analysis of Atomic Spectra of Lubricant Oils
(Emerald, 2016-06)
[Abstract] Purpose
– The purpose of this paper is to assess the quality of commercial lubricant oils. A spectroscopic method was used in combination with multivariate regression techniques (ordinary multivariate ...
Microemulsions for colorectal cancer treatments: general considerations and formulation of methotrexate
(Bentham, 2016-04-01)
[Abstract] Microemulsions combine the advantages of emulsions with those of nanocarriers, overcoming the stability problems of the former and providing facile scalable systems with compartments adequate for high drug ...
Experimental and chemometric studies of cell membrane permeability
(Elsevier, 2016-03-18)
[Abstract] Cell membrane permeability (P) governs the molecules or ions to transport through the cell membrane. In this study, we measured P of ruminal microbes in different initial levels of surface tension (ST) and ...
Gene prioritization, communality analysis, networking and metabolic integrated pathway to better understand breast cancer pathogenesis
(Nature, 2018-11-12)
[Abstract] Consensus strategy was proved to be highly efficient in the recognition of gene-disease association. Therefore, the main objective of this study was to apply theoretical approaches to explore genes and communities ...
NCBO Ontology Recommender 2.0: an enhanced approach for biomedical ontology recommendation
(BioMed Central, 2017-06-07)
[Abstract]
Background. Ontologies and controlled terminologies have become increasingly important in biomedical research. Researchers use ontologies to annotate their data with ontology terms, enabling better data ...
Automatic Assessment of Alzheimer’s Disease Diagnosis Based on Deep Learning Techniques
(Elsevier, 2020-05)
[Abstract]
Early detection is crucial to prevent the progression of Alzheimer’s disease (AD). Thus, specialists can begin preventive treatment as soon as possible. They demand fast and precise assessment in the diagnosis ...
A methodology for the design of experiments in computational intelligence with multiple regression models
(Peer J, 2016-12-01)
[Abstract] The design of experiments and the validation of the results achieved with them are vital in any research study. This paper focuses on the use of different Machine Learning approaches for regression tasks in the ...
Determining the burden of the family caregivers of people with neuromuscular diseases who use a wheelchair
(Wolters Kluwer Health, 2018-06)
[Abstract]
The present study provides a basic outline of the care and support that family caregivers offer to people affected by neuromuscular diseases.
To determine the presence of burden in caregivers of people ...
The use of computers and augmentative and alternative communication devices by children and young with cerebral palsy
(Taylor & Francis, 2011-09-09)
[Abstract] The purpose of the study was to determine the use of computers and assistive devices amongst children with cerebral palsy (CP) and establish the satisfaction level of both users and educational staff. The study ...
Estudio sobre nivel de independencia y necesidad de recursos de apoyo en una población con enfermedades neuromusculares
(Centro Español de Documentación sobre Discapacidad (CEDD), 2018-12-20)
[Resumen] Objetivos: obtener un perfil sobre capacidad funcional y participación de personas con Enfermedades Neuromusculares (ENM), y determinar los recursos de apoyo necesarios para mejorar o mantener su grado de ...