Computational Biomedicine and Health Data Science
Members (researchers): Eduardo Andres Leon, Marco Apolo Pulpillo Berrocal
Tools: miARma-Seq, miRGate, reanalyzerGSE
Service Units: Computational Biology and Bioinformatics Unit at IPBLN
3D chromatin structure, Amplicon Sequencing, Analysis packages (R, Python, etc.), Annotation tools, Artificial Intelligence, Bioinformatics education, Biological Databases, Clinical data, Cloud Computing, Computational Methods, Containers Computing, Data Analysis, Data Visualization, DNA methylation, Epigenomics, Experimental design, Expression Profiling, Genome Assembly, Genomic Annotation, Genomics, High-performance Computing, Machine Learning in Biology, Mapping, Metagenomics, Metatranscriptomics, Model organisms, Multivariate statistics, Omics, Parallel Computing, Pathway analysis, Personal medicine, RNA Sequencing (RNA-seq), Sequence Alignment, Single-cell (scRNA-seq), Single-cell omics, Spatial transcriptomics, Transcriptomics, Variant calling, Viromics, Web-service, Workflow managers
Publications
Research lines
- Application of Machine Learning for Cancer Biomarker Discovery
- Development of Computational Tools for Spatial Transcriptomics Data Analysis
- Application of Deep Learning to Biomedical Image Analysis
Funding
- Implementación de tecnologías de transcriptómica espacial de resolución celular con aplicación biosanitaria y desarrollo de métodos coordinados de análisis bioinformáticos estandarizados. Junta de Andalucia + Ministerio de Ciencia, Innovación y Universidades. National/Regional. 01/06/23 - 01/06/2025.
- Development of HPC and AI-Based Tools for Large-Scale Spatial Transcriptomics and Single-Cell Data Integration. Generation D initiative, promoted by Red.es, an organization attached to the Ministry for Digital Transformation and the Civil Service, for the attraction and retention of talent through grants and training contracts, financed by the Recovery, Transformation and Resilience Plan through the European Union’s Next Generation funds. National. 20/12/2024 - 19/12/2028.
More info
HPC Resources: In house

