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Prieto Santamaria, Lucia lucia.prieto.santamaria@upm.es

LENGUAJES Y SISTEMAS INFORMÁTICOS E INGENIERÍA DE SOFTWARE / Universidad Politécnica de Madrid

Publications

Analyzing Dropout in Alcohol Recovery Programs: A Machine Learning Approach

  • Collin, Adele
  • Ayuso-Munoz, Adrian
  • Tejera-Nevado, Paloma
  • Prieto-Santamaria, Lucia
  • Verdejo-Garcia, Antonio
  • Diaz-Batanero, Carmen
  • Fernandez-Calderon, Fermin
  • Albein-Urios, Natalia
  • Lozano, Oscar M
  • Rodriguez-Gonzalez, Alejandro
... View more Collapse

Journal Of Clinical Medicine - 1/8/2024

10.3390/jcm13164825

  • ISSN 20770383
  • iMarina

Protein sequence analysis in the context of drug repurposing

  • Sanchez, Natalia Garcia
  • Carro, Esther Ugarte
  • Prieto-Santamaria, Lucia
  • Rodriguez-Gonzalez, Alejandro

Bmc Medical Informatics And Decision Making - 13/5/2024

10.1186/s12911-024-02531-1 View at source

  • ISSN 14726947

Identifying patterns to uncover the importance of biological pathways on known drug repurposing scenarios

  • Otero-Carrasco, Belen
  • Ugarte Carro, Esther
  • Prieto-Santamaria, Lucia
  • Diaz Uzquiano, Marina
  • Hernandez, Juan Pedro Caraca-Valente
  • Rodriguez-Gonzalez, Alejandro

Bmc Genomics - 1/12/2024

10.1186/s12864-023-09913-1 View at source

  • ISSN 14712164

Machine Learning and Artificial Intelligence in drug repurposing–challenges and perspectives

  • Ezequiel Anokian
  • Judith Bernett
  • Adrian Freeman
  • Markus List
  • Lucía Prieto Santamaría
  • Ziaurrehman Tanoli
  • Sarah Bonnin
... View more Collapse

Drugrxiv - 1/1/2024

10.58647/drugrepo.24.1.0004 View at source

Uncovering hidden therapeutic indications through drug repurposing with graph neural networks and heterogeneous data

  • Ayuso-Munoz, Adrian
  • Prieto-Santamaria, Lucia
  • Ugarte-Carro, Esther
  • Serrano, Emilio
  • Rodriguez-Gonzalez, Alejandro

Artificial Intelligence In Medicine - 1/11/2023

10.1016/j.artmed.2023.102687 View at source

  • ISSN 09333657

Repositioning Drugs for Rare Diseases Based on Biological Features and Computational Approaches

  • Otero-Carrasco, Belen
  • Prieto Santamaria, Lucia
  • Ugarte Carro, Esther
  • Caraca-Valente Hernandez, Juan Pedro
  • Rodriguez-Gonzalez, Alejandro

Healthcare (Basel) - 1/1/2022

10.3390/healthcare10091784 View at source

  • ISSN 22279032

Integrating heterogeneous data to facilitate COVID-19 drug repurposing

  • Prieto Santamaria, Lucia
  • Diaz Uzquiano, Marina
  • Ugarte Carro, Esther
  • Ortiz-Roldan, Nieves
  • Perez Gallardo, Yuliana
  • Rodriguez-Gonzalez, Alejandro

Drug Discovery Today (p. 558-566) - 1/1/2022

10.1016/j.drudis.2021.10.002 View at source

  • ISSN 13596446

A Trusted Platform Module-based, Pre-emptive and Dynamic Asset Discovery Tool

  • Diaz-Honrubia, Antonio Jesus
  • Herranz, Alberto Blazquez
  • Santamaria, Lucia Prieto
  • Ruiz, Ernestina Menasalvas
  • Rodriguez-Gonzalez, Alejandro
  • Gonzalez-Granadillo, Gustavo
  • Diaz, Rodrigo
  • Panaousis, Emmanouil
  • Xenakis, Christos
... View more Collapse

Journal Of Information Security And Applications - 1/1/2022

10.1016/j.jisa.2022.103350 View at source

  • ISSN 22142126

Leveraging network analysis to evaluate biomedical named entity recognition tools

  • Garcia del Valle, Eduardo P
  • Lagunes Garcia, Gerardo
  • Prieto Santamaria, Lucia
  • Zanin, Massimiliano
  • Menasalvas Ruiz, Ernestina
  • Rodriguez-Gonzalez, Alejandro

Scientific Reports - 29/6/2021

10.1038/s41598-021-93018-w View at source

  • ISSN 20452322

Classifying diseases by using biological features to identify potential nosological models

  • Prieto Santamaria, Lucia
  • Garcia del Valle, Eduardo P
  • Zanin, Massimiliano
  • Hernandez Chan, Gandhi Samuel
  • Perez Gallardo, Yuliana
  • Rodriguez-Gonzalez, Alejandro

Scientific Reports - 26/10/2021

10.1038/s41598-021-00554-6 View at source

  • ISSN 20452322

This researcher has no books.

This researcher has no book chapters.

Exploring Innovative Approaches to Drug Repurposing: Emphasizing the Relevance of Biological Pathways

  • Belén Otero-Carrasco
  • Lucía Prieto Santamaría
  • Alejandro Rodríguez‐González

26/4/2024

10.58647/rexpo.24000039.v1 View at source

Step-forward structuring disease phenotypic entities with LLMs for disease understanding

  • Garcia-Barragan, Alvaro
  • Gonzalez Calatayud, Alberto
  • Prieto-Santamaria, Lucia
  • Robles, Victor
  • Menasalvas, Ernestina
  • Rodriguez, Alejandro

Proc Ieee Int Symp Comput Based Med Syst (p. 213-218) - 1/1/2024

10.1109/cbms61543.2024.00043 View at source

  • ISSN 23729198

DRAGON: Drug Repurposing via Graph Neural Networks with Drug and Protein Embeddings as Features

  • Artinano-Munoz, Rafael
  • Prieto-Santamaria, Lucia
  • Perez-Perez, Aurora
  • Rodriguez-Gonzalez, Alejandro

Proc Ieee Int Symp Comput Based Med Syst (p. 170-175) - 1/1/2024

10.1109/cbms61543.2024.00036 View at source

  • ISSN 23729198

Exploring Drug Repurposing Opportunities for Schizophrenia: A Network Medicine Approach

  • Marin Tercero, Maria
  • Prieto-Santamaria, Lucia
  • Rodriguez-Gonzalez, Alejandro

Proc Ieee Int Symp Comput Based Med Syst (p. 106-111) - 1/1/2024

10.1109/cbms61543.2024.00026 View at source

  • ISSN 23729198

THE GREAT QUIZ OF DATABASES

  • Antonio Jesús Díaz-Honrubia
  • Lucía Prieto Santamaría
  • Alejandro Rodríguez‐González
  • Ernestina Menasalvas
  • Luis Mengual
  • Covadonga Fernández-Baizán

13th International Technology, Education And Development Conference (Inted2019) - 27/3/2023

10.21125/inted.2023.0408 View at source

  • ISSN 23401079

Enhancing drug repurposing through graph neural networks and link prediction

  • Lucía Prieto Santamaría
  • Adrián Ayuso-Muñoz
  • Alejandro Rodríguez‐González

Enhancing Drug Repurposing Through Graph Neural Networks And Link Prediction - 4/10/2023

10.58647/rexpo.23000023.v1 View at source

Enhancing drug repurposing on graphs by integrating drug molecular structure as feature

  • Ayilso-Munoz, Adrian
  • Prieto-Santamaria, Lucia
  • Alverez-Perez, Andrea
  • Otero-Carrasco, Beldn
  • Serrano, Emilio
  • Rodriguez-Gonzalez, Alejandro

Proc Ieee Int Symp Comput Based Med Syst (p. 192-197) - 1/1/2023

10.1109/cbms58004.2023.00215 View at source

  • ISSN 23729198

Orphan Drugs and Rare Diseases: Unveiling Biological Patterns through Drug Repurposing

  • Otero-Carrasco, Belen
  • Romero-Brufau, Santiago
  • Alvarez-Perez, Andrea
  • Ayuso-Munoz, Adrian
  • Prieto-Samamaria, Lucia
  • Caraca-Valente Hernandez, Juan Pedro
  • Rodriguez-Gonzalez, Alejandro
... View more Collapse

Proc Ieee Int Symp Comput Based Med Syst (p. 185-191) - 1/1/2023

10.1109/cbms58004.2023.00214 View at source

  • ISSN 23729198

Exploring disease-drug pairs in Clinical Trials information for personalized drug repurposing

  • Alvarez-Perez, Andrea, I
  • Prieto-Santamaria, Lucia
  • Ugarte-Carro, Esther
  • Otero-Carrasco, Belen
  • Ayuso-Munoz, Adrian
  • Rodriguez-Gonzalez, Alejandro

Proc Ieee Int Symp Comput Based Med Syst (p. 179-184) - 1/1/2023

10.1109/cbms58004.2023.00213 View at source

  • ISSN 23729198

REDIRECTION: Generating drug repurposing hypotheses using link prediction with DISNET data

  • Ayuso Munoz, Adrian
  • Ugarte Carro, Esther
  • Prieto Santamaria, Lucia
  • Otero Carrasco, Belen
  • Menasalvas Ruiz, Ernestina
  • Perez Gallardo, Yuliana
  • Rodriguez-Gonzalez, Alejandro
... View more Collapse

Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 7-12) - 1/6/2022

10.1109/cbms55023.2022.00009 View at source

  • ISSN 10637125

This researcher has no working papers.

This researcher has no technical reports.

IMPARTIR FORMACIÓN A TRABAJADORES DE CABIFY: CURSO FUNDAMENTOS BD

  • Prieto Santamaria, Lucia (Colaborador/a)
  • DIAZ HONRUBIA, ANTONIO JESUS (Colaborador/a)
  • MENASALVAS RUIZ, ERNESTINA (Colaborador/a)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))

Period: 22-10-2024 - 31-10-2024

Type of funding: Internal

Amount of funding: 0,00 Euros.

  • iMarina

Reposicionamiento de fármacos basado en datos mediante redes neuronales en grafos

  • Prieto Santamaria, Lucia (Miembro del equipo de trabajo)
  • OTERO CARRASCO, BELEN (Miembro del equipo de trabajo)
  • CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
  • Caraça-Valente Hernandez, Juan Pedro (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • PEREZ PEREZ, AURORA (Participante)
... View more Collapse

Period: 01-09-2022 - 31-08-2025

Type of funding: National

  • iMarina

Hipótesis de reposicionamiento de fármacos basadas en datos

  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • DIAZ HONRUBIA, ANTONIO JESUS (Participante)
  • VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
  • OTERO CARRASCO, BELEN (Participante)
  • JUSTE URRACA, DAVID (Miembro del equipo de trabajo)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
  • Prieto Santamaria, Lucia (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-12-2022 - 30-11-2024

Type of funding: National

Amount of funding: 80730,00 Euros.

  • iMarina

Desarrollo de servicios telemédicos innovadores en grandes atuneros congeladores

  • Prieto Santamaria, Lucia (Miembro del equipo de trabajo)
  • CABALLERO GARZON, JUAN IGNACIO (Miembro del equipo de trabajo)
  • ROBLES FORCADA, VICTOR (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))

Period: 15-01-2022 - 30-09-2023

Type of funding: National

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 12/1/24 11:24 AM