Research

Projects

DISNET

“Drug repositioning and disease understanding through complex networks creation and analysis”, http://disnet.ctb.upm.es/, RTI2018-094576-A-I00 del Spanish Ministry of Science, Innovation and Universities.  

  • Human disease complex networks to gain a better disease understanding and drug repurposing. Extraction and integration of biomedical data structured in 3 levels: the phenotypical, the biological and pharmacological.
  • Intensive analysis of the information and generation of drug repurposing hypotheses. Employment of machine learning techniques both supervised and unsupervised.
  • Management tasks. Scientific writing and communication, as well as dissemination to the general public.

CUREX

Secure and private health data exchange”, https://curex-project.eu/, European Commission, Horizon 2020, G.A. n 826404 

  • Creation of a basic NLP module for texts related to computer network topologies.
  • Development of an ontology for the semantic representation of data regarding asset discovery in distributed networks for healthcare environments.

P4-LUCAT

“Personalized medicine for lung cancer treatment”, https://p4-lucat.eu/, ERA PerMed of Joint Transnational Call 2019 No. 163.  

  • Design and implementation of a relational database for the storage of lung cancer patient information.
  • Drafting of deliverables and assistance in the project management tasks in its initial stages.

MAVIS

Study of sentiments expressed in social media during the period 2015-2018 in post related to vaccines, funded by MSD, Spain, VEAP ID: 7789.

  • Analysis, visualization and understanding of data collected from Twitter posts and their polarity.
  • Scientific writing and dissemination in the form of journal papers.

3DR-GNN

“Data-driven drug repositioning applying graph neural networks”, PID2021-122659OB-I00 from the Spanish Ministry of Science, Innovation and Universities.

  • Writing of the project proposal. Project planification and management.

GRENADA


“Drug repurposing hypotheses through a data-driven approach”, PDC2022-133173-I00 from the Spanish Ministry of Science, Innovation and Universities

  • Writing of the project proposal. Project planification and management.

Publications

JCR-indexed journals

[2022] 

[2021] 

[2020] 

[2019] 

Conference Proceedings

[2022] 

[2021] 

[2020] 

[2019] 

[2018] 

PhD

TBC