From big data to smart data: A genomic information systems perspective

AL Palacio, ÓP López - 2018 12th International Conference on …, 2018 - ieeexplore.ieee.org
During the last two decades, data generated by Next Generation Sequencing Technologies
have revolutionized our understanding of human biology and improved the study on how …

SILE: a method for the efficient management of smart genomic information

A León Palacio - 2019 - riunet.upv.es
[EN] In the last two decades, the data generated by the Next Generation Sequencing
Technologies have revolutionized our understanding about the human biology …

Smart data for genomic information systems: the SILE method

AL Palacio, ÓP López - Complex Systems Informatics and …, 2018 - csimq-journals.rtu.lv
During the last two decades, data generated by Next Generation Sequencing Technologies
have revolutionized our understanding of human biology and improved the study on how …

[HTML][HTML] Enhancing precision medicine: A big data-driven approach for the management of genomic data

A León, O Pastor - Big Data Research, 2021 - Elsevier
The management of the exponential growth of data that Next Generation Sequencing
techniques produce has become a challenge for researchers that are forced to delve into an …

Genomic data management in big data environments: the colorectal cancer case

A León Palacio, A García Giménez… - Advances in Conceptual …, 2018 - Springer
If there is a domain where data management becomes an intensive Big Data issue, it is the
genomic domain, due to the fact that the data generated day after day are exponentially …

Data quality problems when integrating genomic information

A León, J Reyes, V Burriel, F Valverde - Advances in Conceptual …, 2016 - Springer
Due to the complexity of genomic information and the broad amount of data produced every
day, the genomic information accessible on the web has become very difficult to integrate …

Networking issues related to delivering and processing genomic big data

M Femminella, E Nunzi, G Reali… - International Journal of …, 2015 - Taylor & Francis
This paper presents the interdisciplinary area of networked genomic research and medicine.
We first illustrate the most significant issues involved in these activities. Then, we illustrate …

The Technology Behind Genomic Database

JP Trinugroho, AS Perbangsa… - 2022 4th International …, 2022 - ieeexplore.ieee.org
In this digital era, we are exposed to a large amount of data. This includes biological data,
which stores information about living organisms, including Deoxyribonucleic acid (DNA) …

Big data analytics in healthcare: A cloud-based framework for generating insights

A Anjum, S Aizad, B Arshad, M Subhani… - … Principles, Systems and …, 2017 - Springer
With exabytes of data being generated from genome sequencing, a whole new science
behind genomics big data has emerged. As technology improves, the cost of sequencing a …

A method to identify relevant genome data: conceptual modeling for the medicine of precision

AL Palacio, ÓP López, JCC Ródenas - … Conference, ER 2018, Xi'an, China …, 2018 - Springer
The use of techniques such as Next Generation Sequencing increases our knowledge about
the genomic risk of suffering a certain disease, improving our ability of providing an early …