Listar Ingeniería de Sistemas por área / línea de investigación "Calidad de vida y bienestar / Salud"
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Classification of Breast Cancer and Breast Neoplasm Scenarios Based on Machine Learning and Sequence Features from lncRNAs–miRNAs-Diseases Associations
(Springer, 2021)Acceso restringidoThe influence of non-coding RNAs, such as lncRNAs (long non-coding RNAs) and miRNAs (microRNAs), is undeniable in several diseases, for example, in the formation of neoplasms and cancer scenarios. However, there are ... -
Comparison of Supervised Learning Models for the Prediction of Coronary Artery Disease
(Association for Computing Machinery, 2021)Acceso abiertoCardiovascular diseases and Coronary Artery Disease (CAD) are the leading causes of mortality among people of different ages and conditions. The use of different and not so invasive biomarkers to detect these types of ... -
Different regressors for linear modelling of Electroencephalographic recordings in visual and auditory tasks
(IEEE, 2016)Acceso restringidoThe use of hierarchical linear modelling has been increasing in the last 5 years to analyze EEG data. Until now, no clear comparison on linear modelling in different modalities has been done. Therefore, specific differences ... -
One-class models for validation of miRNAs and ERBB2 gene interactions based on sequence features for breast cancer scenarios
(Korean Institute of Communication Sciences, 2021)Acceso abiertoOne challenge in miRNA–genes–diseases interaction studies is that it is challenging to find labeled data that indicate a positive or negative relationship between miRNA and genes. The use of one-class classification methods ... -
Prediction of binding miRNAs involved with immune genes to the SARS-CoV-2 by using sequence features extraction and One-class SVM
(Elsevier, 2022)Acceso abiertoThe prediction of host human miRNA binding to the SARS-COV-2-CoV-2 RNA sequence is of particular interest. This biological process could lead to virus repression, serve as biomarkers for diagnosis, or as potential treatments ... -
SCUT sampling and classification algorithms to identify levels of child malnutrition
(Springer, 2020)Acceso restringidoChild malnutrition results in millions of deaths every year. This condition is a potential problem in Peruvian society, especially in the rural parts of the country. The consequences of malnutrition range from physical ... -
Virtual Reality Application to Teach Dangerous Over Exposure to UV Radiation
(Springer, 2021)Acceso restringidoThe high levels of ultraviolet (UV) radiation in Peru constitute a risk for the population, that does not give it the importance that it should and does not take adequate measures to protect against it and to prevent skin ...