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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

Using ChatGPT to Structure Phenotypical Entities from Disease Texts.

  • Palacios-Jaén ML
  • Prieto-Santamaría L
  • Menasalvas E
  • Rodríguez-González A

Caring Is Sharing-Exploiting The Value In Data For Health And Innovation-Proceedings Of Mie 2023 (p. 1808-1809) - 7/8/2025

  • ISSN 09269630
  • iMarina

Analyzing Dropout in Alcohol Recovery Programs: A Machine Learning Approach

  • Collin, A
  • Ayuso-Muñoz, A
  • Tejera-Nevado, P
  • Prieto-Santamaría, L
  • Verdejo-García, A
  • Díaz-Batanero, C
  • Fernández-Calderón, F
  • Albein-Urios, N
  • Lozano, OM
  • Rodríguez-González, A
... 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

  • Sánchez, NG
  • Carro, EU
  • Prieto-Santamaría, L
  • Rodríguez-González, A

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, B
  • Carro, EU
  • Prieto-Santamaría, L
  • Uzquiano, MD
  • Hernández, JPCV
  • Rodríguez-González, A

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-Muñoz, A
  • Prieto-Santamaría, L
  • Ugarte-Carro, E
  • Serrano, E
  • Rodríguez-González, A

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

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

  • Á García-Barragán
  • AG Calatayud
  • L Prieto-Santamaría
  • V Robles

1/1/2024

  • iMarina

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

  • R Artiñano-Muñoz
  • L Prieto-Santamaría
  • A Pérez-Pérez

1/1/2024

  • iMarina

Exploring Drug Repurposing Opportunities for Schizophrenia: A Network Medicine Approach

  • MM Tercero
  • L Prieto-Santamaría
  • A Rodríguez-González

1/1/2024

  • iMarina

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

  • B Otero-Carrasco
  • S Romero-Brufau
  • A Álvarez-Pérez
  • A Ayuso-Muñoz

1/1/2023

  • iMarina

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

  • A Álvarez-Pérez
  • L Prieto-Santamaría
  • E Ugarte-Carro
  • B Otero-Carrasco

1/1/2023

  • iMarina

This researcher has no book chapters.

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

  • B Otero Carrasco
  • L Prieto-Santamaría
  • A Rodríguez-González

Rexpo - 26/4/2024

10.58647/rexpo.24000039.v1 View at source

Innovando en femenino: Mujeres en Montegancedo

  • Prieto Santamaria, Lucia (Autor o Coautor)

15/2/2024

  • iMarina

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

  • García-Barragán, A
  • Calatayud, AG
  • Prieto-Santamaría, L
  • Robles, V
  • Menasalvas, E
  • Rodríguez, A

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

  • Artiñano-Muñoz, R
  • Prieto-Santamaría, L
  • Pérez-Pérez, A
  • Rodríguez-González, A

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

  • Tercero, MM
  • Prieto-Santamaría, L
  • Rodríguez-González, A

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-Muñoz, A
  • Prieto-Santamaria, L
  • Alverez-Pérez, A
  • Otero-Carrasco, B
  • Serrano, E
  • Rodríguez-González, A

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, B
  • Romero-Brufau, S
  • Alvarez-Péerez, A
  • Ayuso-Muñoz, A
  • Prieto-Samamaría, L
  • Hernandez, JPV
  • Rodriguez-Gonzalez, A
... 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-PérezI, A
  • Prieto-Santamaría, L
  • Ugarte-Carro, E
  • Otero-Carrasco, B
  • Ayuso-Muñoz, A
  • Rodríguez-González, A

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

10.1109/cbms58004.2023.00213 View at source

  • ISSN 23729198

This researcher has no working papers.

This researcher has no technical reports.

IMPARTIR FORMACIÓN A TRABAJADORES DE CABIFY: CURSO FUNDAMENTOS BD

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

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

  • 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)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
... 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: 11/10/25 4:44 PM