Innovations in genomics and big data analytics for personalized medicine and health care: A review

M Hassan, FM Awan, A Naz… - International journal of …, 2022 - mdpi.com
Big data in health care is a fast-growing field and a new paradigm that is transforming case-
based studies to large-scale, data-driven research. As big data is dependent on the …

On the role of artificial intelligence in genomics to enhance precision medicine

Ó Álvarez-Machancoses… - Pharmacogenomics …, 2020 - Taylor & Francis
The complexity of orphan diseases, which are those that do not have an effective treatment,
together with the high dimensionality of the genetic data used for their analysis and the high …

Analysis of transcriptomic responses to SARS-CoV-2 reveals plausible defective pathways responsible for increased susceptibility to infection and complications and …

EJ deAndres-Galiana, JL Fernández-Martínez… - Computers in Biology …, 2022 - Elsevier
Background To understand the transcriptomic response to SARS-CoV-2 infection, is of the
utmost importance to design diagnostic tools predicting the severity of the infection. Methods …

Addressing Noise and Estimating Uncertainty in Biomedical Data through the Exploration of Chemical Space

EJ deAndrés-Galiana, JL Fernández-Martínez… - International journal of …, 2022 - mdpi.com
Noise is a basic ingredient in data, since observed data are always contaminated by
unwanted deviations, ie, noise, which, in the case of overdetermined systems (with more …

[HTML][HTML] A Machine Learning Model for Evaluating Imported Disease Screening Strategies in Immigrant Populations

JL Fernández-Martínez, JA Boga… - The American Journal …, 2021 - ncbi.nlm.nih.gov
Given the high prevalence of imported diseases in immigrant populations, it has postulated
the need to establish screening programs that allow their early diagnosis and treatment. We …

Cancer genotypes prediction and associations analysis from imaging phenotypes: a survey on radiogenomics

Y Wang, Y Wang, C Guo, X Xie, S Liang… - Biomarkers in …, 2020 - Taylor & Francis
In this paper, we present a survey on the progress of radiogenomics research, which
predicts cancer genotypes from imaging phenotypes and investigates the associations …

Main findings and advances in bioinformatics and biomedical engineering-IWBBIO 2018

O Valenzuela, F Rojas, I Rojas, P Glosekotter - BMC bioinformatics, 2020 - Springer
In the current supplement, we are proud to present seventeen relevant contributions from the
6th International Work-Conference on Bioinformatics and Biomedical Engineering (IWBBIO …

Diseño de knockout mediante CRISPR/Cas para genes alterados en linfomas obtenidos mediante minería de datos en GEO-NCBI

D Munárriz Lorca - 2021 - digibuo.uniovi.es
Los linfomas son un conjunto de neoplasias hematológicas que se desarrollan en el
sistema linfático. En el presente estudio analizaremos por minería de datos experimentos …