RT Journal Article
T1 bioScience: A new python science library for high-performance computing bioinformatics analytics
A1 López Fernández, Aurelio
A1 Gómez-Vela, Francisco Antonio
A1 González-Domínguez, Jorge
A1 Bidare-Divakarachari, Parameshachari
K1 Bioinformatics
K1 High-performance computing
K1 Data science
K1 Data mining
K1 Data analysis
AB BioScience is an advanced Python library designed to satisfy the growing data analysis needs in the field of bioinformatics by leveraging High-Performance Computing (HPC). This library encompasses a vast multitude of functionalities, from loading specialized gene expression datasets (microarrays, RNA-Seq, etc.) to preprocessing techniques and data mining algorithms suitable for this type of datasets. BioScience is distinguished by its capacity to manage large amounts of biological data, providing users with efficient and scalable tools for the analysis of genomic and transcriptomic data through the use of parallel architectures for clusters composed of CPUs and GPUs.
PB Elsevier
YR 2024
FD 2024-02
LK https://hdl.handle.net/10433/20383
UL https://hdl.handle.net/10433/20383
LA en
NO SoftwareX, 26, 101666.
NO Departamento de Deporte e Informática
DS RIO
RD May 9, 2026