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Gómez García, Ismael
Quantitative Methods
PhD: Universidad Carlos III de Madrid
Biography
Ismael Gómez is an Assistant Professor on Tenure Track in the Department of Mathematics at CUNEF Universidad. He earned his Ph.D. in Materials Science from Universidad Carlos III de Madrid, graduating with Cum Laude honors and receiving a special doctoral award. His research focuses on the development of spatial computing methods and artificial intelligence for solving chemical and biomedical problems. He has published twelve articles in top-tier international journals in his field, among other contributions.
Additionally, he has four years of experience in R&D in the pharmaceutical industry, working in areas related to clinical research and AI-driven drug discovery.
Education
Ph.D. in Materials Science, UC3M (2021)
Master´s in Innovation in ICT, UAM (2012)
Bachelor in Mathematics, UAM (2011) and Bachelor in Computer Engineering, UAM (2012)
Research Interests
Spatial and AI methods applied to chemical & systems biology.
Professional Career
Senior Research Scientist, Chemotargets, Apr 2022-Jan 2025
Senior Clinical Data Scientist, Savana, Nov 2020-Mar 2022
Data Scientist, Hospital Clínico San Carlos, Nov 2015-Nov 2020
Bioinformatician, UPM, Nov 2013-Nov 2015
Most relevant publications
Menestrina, L.; Parrondo-Pizarro, R.; Gómez, I.; Garcia-Serna, R.; Boyer, S.; Mestres, J.: "Refined ADME Profiles for ATC Drug Classes", Pharmaceutics, 17(3), 308, 2025.
Tanoli, Z.; Fernández-Torras, A.; Özcan, U. O.; Kushnir, A.; Nader, K. M.; Gadiya, Y; et al; Aittokallio, T.: "Computational drug repurposing: approaches, evaluation of in silico resources and case studies", Nature Reviews Drug Discovery, 1-22, 2025.
Fernández-Rivas, M.; Gómez García, I.; Gonzalo-Fernández, A.; Fuentes Ferrer, M.; Dölle-Bierke, S.; Marco-Martín, G.; et al; Mills, E. N. C.: "Development and validation of the food allergy severity score", Allergy, 77(5), 1545-1558, 2022.
Ayuso, J. M.; Virumbrales-Munoz, M.; McMinn, P. H.; Rehman, S.; Gomez, I.; Karim, M. R.; et al; Skala, M. C.: "Tumor-on-a-chip: a microfluidic model to study cell response to environmental gradients", Lab on a Chip, 19(20), 3461-3471, 2019.
Garcia, I. G.; Bernabei, M.; Soto, R. P.; Haranczyk, M.: "Out-of-oblivion cage molecules and their porous crystalline phases", Crystal Growth & Design, 17(11), 5614-5619, 2017.
Otros profesores
