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Odei Rey Orozco, PhD.

 https://orcid.org/0000-0003-2344-0124
20142026

Research activity per year

Personal profile

ShortBio

Odei Rey Orozco is a researcher and project manager within the Digital (Core AI) team at Tecnalia. She holds a degree in mathematics and a cum laude PhD in applied mathematics from the University of Stuttgart and CERN. During her doctorate, she specialized in the availability studies of high-energy particle accelerators, using mathematical modeling and artificial intelligence techniques, among others. Subsequently, she focused on the application of artificial intelligence and mathematical modeling in the field of e-health, developing solutions for the diagnosis and prognosis of diseases at the Technology Center of Catalonia (Eurecat). She has supervised several master's projects and co-supervised a doctoral thesis on the detection and classification of gliomas in magnetic resonance images using deep neural networks.

Currently, her specialization mainly focuses on the application of artificial intelligence, especially in the fields of health and cybersecurity. Her main focus is on applying artificial intelligence and mathematical modeling in processes to improve their utility and effectiveness, primarily based on data.

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  • 3 Conference contribution
  • 1 Conference article
  • 1 Review article

  • CLIC readiness report

    Adli, E., D’Auria, G., Catalan Lasheras, N., Cilento, V., Corsini, R., Doebert, S., Draper, M., Faus-Golfe, A., Fraser Mactavish, E., Grudiev, A., Latina, A., Linssen, L., Osborne, J. A., Papaphilippou, Y., Robson, A., Rossi, C., Schulte, D., Stapnes, S., Syratchev, I. & Tomas Garcia, R. & 454 others, Wuensch, W., Abe, T., Abramowicz, H., Adolphsen, C., Aguglia, D., Ahmad, A., Aicheler, M., Aimard, B., Aksoy, A., Alesini, D., Alexopoulos, T., Alharthi, F., Ali, M., Alipour Tehrani, N., Almanza Soto, M., Andrianala, F., Antoniou, F., Apsimon, R. J., Arominski, D., Artoos, K., Aryshev, A., Ashkenazy, Y., Atieh, S., Baccigalupi, C., Baibuz, E., Bailey, I., Bainbridge, A., Balazs, C., Balik, G., Ballabriga Sune, R., Bambade, P., Banon Caballero, D., Barklow, T., Barnes, M. J., Baturin, V., Bauche, J., Bellaveglia, M., Belver-Aguilar, C., Benedetti, G., Benhammou, Y., Bergamaschi, M., Bernhard, A., Bett, D., Bettencourt, M., Bettoni, S., Blanch Gutierrez, C., Blanco Garcia, O., Blaskovic Kraljevic, N., Bobb, L., Bodenstein, R. M., Boland, M. J., Boogert, S., Boorman, G., Bopp, M., Boronat, M., Bosco, A., Božović Jelisavčić, I., Bozzi, R. A., Bozzini, D., Brücken, E., Brückman de Renstrom, P., Bründermann, E., Braun, H. H., Brenner, R., Brunetti, L., Brunner, O., Buckland, M., Buonomo, B., Burkhardt, H., Burrows, P. N., Bursali, H., Burt, G. C., Calatroni, S., Campbell, M., Capstick, M., Cardelli, A., Casalbuoni, S., Cassany, B., Castro, E., Cerqueira Bastos, M., Chaikovska, I., Chefdeville, M., Chehab, R., Chekanov, S., Chen, H., Chen, J. B. B., Chen, G., Cherif, A., Chevallay, E., Clapp, A., Clarke, J. A., Coman, M., Costa, R., Craievich, P., Curcio, A., Cure, B., Curt, S., Cuvet, Y., Dannheim, D., Davier, M., Dayyani, M. K., Degiovanni, A., Dehler, M., Delahaye, J. P., Delerue, N., Delikaris, D., Denizli, H., Dexter, A. C., Diehl, L., Dipac, D., Djurabekova, F., Dolgashev, V., Dominguez, M., Dominjon, A., Dorda Martin, A., Drancourt, C., Drobniak, P., Edwards, A. V., El Majdara, M., Ekelöf, T., Esperante, D., Evans, L., Faillace, L., Fang, W., Farabolini, W., Fedosseev, V., Felsberger, L., Fernandez-Ortega, J. C., Ferracin, P., Ferrario, M., Firlej, M., Fiutowski, T. A., Foraz, K., Franzi, M., Friebel, F., Fukuda, M., Fuster, J., Fuster, N., Gaddi, A., Gallo, A., Gamba, D., Gao, Y., Garcia, F., Garcia Morales, H., Garcia-Tabares, L., Garion, C., Garvey, T., Gasior, M., Gatignon, L., Gavela, D., Gazis, E. N., Gazis, N., Geoffroy, N., Gerbershagen, A., Gethmann, J., Ghasem, H., Ghigo, A., Giansiracusa, P. J., Gibson, S., Gilardi, A., Gimeno, B., Giribono, A., Di Giulio, C., Goldstein, J., González, D., Gonzalez Anton, S., Gonzalez Berges, M., van der Graaf, H., Granados, E., Grau, A., Grefe, C., Gschwendtner, E., Gu, Q., Guenzel, T., Guerin, H., Guillot-Vignot, F. G., Guinchard, M., Guler, H., Haeggström, E., Hajari, S. S., Hamel, P., Han, Y., Harryman, D., Heilig, B., Hewett, J., Higashi, Y., Higo, T., Hill, V., Hillenbrand, S., Holma, J. K., Hoorani, H., Huang, W., Huang, D., Huang, X., Huang, S., Huitu, K., Huttel, E., Idzik, M., Levinsen, Y., Iriso, U., Irles, A., Jacewicz, M., Jacquemier, J., Jamison, S., Jeff, A., Jensen, E., Jeremie, A., Jing, C., Jonker, M., Kaabi, W., Kačarević, G., Kalinowski, J., Kałuzińska, O. A., Karataev, P., Karpenko, O., Karyotakis, Y., Kassamakov, I., Kemp, M., Kennedy, L., Khan, W. A., Khan, V., Kieffer, R. B., Kimari, J., Klamka, J., Koitermaa, R., Kokkinis, N., Koppenburg, P., Kopsalis, I., Korchevnyuk, V., Korsback, A., Korsun, A., Korysko, P., Kourkoulis, S., Kovermann, J. W., Kozsar, C. I., van der Kraaij, E., Krawczyk, M. A., Kremastiotis, I., Krumpa, N., Krupa, B., Krupa, M., Kuang, Y. P., Kubo, K., Kucharczyk, M., Kulis, S., Kuroda, S., Kurtulus, A., Kyritsakis, A., Lasocha, K., Lebedynskya, Y., Lebedynskyi, S., LeDiberder, F., Lefevre, T., Lehti, S., Lesiak, T., Levy, A., Levy, I., Li, B., Li, Y., Liedl, A., Lindstrøm, C. A., List, B., Liu, X., Liu, W., Llopart Cudie, X., Lu, X., Lucas, T., Luiten, O. J., Lyapin, A., Ma, L., Magazinik, A., Mainaud Durand, H., Mallows, S., Manosperti, E., Marchand, C., Margraf-O’Neal, R., Marin Lacoma, E., Markiewicz, T., Marrelli, C., Marsh, S., Marti, Z., Martin, V., Martinez Reviriego, P., Mcmonagle, G., Mekala, K., Meng, X., Mether, L. M., Michizono, S., Millar, W. L., Mitsou, V., Modena, M., Moffeit, K., Moniz Cabral, P. B., Moradpur-Tari, E., Morales Sanchez, P., Moreno Lacer, M., Moroń, J., Müller, A. S., Musat, V., Musienko, I., Musumeci, E., Mutsaers, P., Mytrochenko, V. V., Nanni, E., Nanut Petrič, M., Nappa, J. M., Nergiz, Z., Nikiforou, N., Nonis, M., Nordlund, K., Nosochkov, Y., Ögren, J., Okugi, T., Olivares Herrador, J., De Oliveira, L., Oliver, C., Olvegård, M., Oras, S., Orero, C., Oriunno, M., Österberg, K., Oyulmaz, K. Y., Papke, K., Parodi, M., Pastushenko, A., Patecki, M., Pawlik, B., Peauger, F., Pedraza-Motavita, L., Pedrozzi, M., Peiffer, P., Pellegrini, D., Pepitone, K., Perez, F., Perez Fontenla, A., Peric, I., Persson, T. H. B., Pienimaki, N., Piersanti, L., Piot, P., Pitman, S., Pittet, S., Plassard, F., Plouin, J., Pont, M., Popov, I., Pöschl, R., Poss, S., Power, J., Del Pozo Romano, V., Protopopescu, D., Pushkarna, P., Raboanary, R., Raguin, J. Y., Rassool, R. P., Redford, S., Rey, S. F., Rey Orozco, O., Rivkin, L., Rizzo, T., Rodriguez Castro, E., Roloff, P., Ruehl, I., Ruiz-Jimeno, A., Rumolo, G., Saez de Jauregui, D., Said, E., Sailer, A., Saressalo, A., Sauza Bedolla, J., Schloegelhofer, A., Schmickler, H., Senes, E., Senol, A., Serluca, M., Serpico, C., Shaker, H., Shao, J., Shepherd, B. J. A., Shi, J., Shields, W., Sicking, E., Simon, F., Sjobak, K. N., Skowronski, P. K., Sobrino Mompean, P., Sollander, P., Sopicki, P., Sosin, M. P., Spannagel, S., Stella, A., Sterbini, G., Ström, R., Stuart, M. J., Stragier, X. F. D., Svihra, P., Świentek, K. P., Szypula, K., Tan, J., Tang, C., Tangari, G., Tantawi, S., Tecker, F., Terlecki, P., Terunuma, N., Thrane, P., Tiirats, T., Timeo, L., Titov, M., Toral, F., Uggerhøj, U., Uythoven, J., Vaccarezza, C., Valerian, J., Vamvakas, A. L., Vicente Barreto Pinto, M., Vidaković, I., Vilalte, S., Volpi, M., Vos, M., Vouters, G., Vukasinović, N., Walsh, D., Wang, P., Wang, Z., Wang, Y., Watson, N. K., Weatherford, B., Weber, M. A., Wegner, R., Wendt, M., White, G., Widorski, M., Williams, M., Winter, A. G., Wojtoń, T., Woodley, M., Woolley, B., Wroe, L., Wu, X., Yamamoto, A., Yang, R., Yavas, Zadin, V., Zawiejski, L., Zennaro, R., Zerwas, D., Zha, H., Zhang, W., Zhang, J., Zhao, Z., Zhao, Y., Żarnecki, A. F. & Zisopoulos, P., Feb 2026, In: European Physical Journal: Special Topics. 234, 22, p. 6473-6652 180 p.

    Research output: Contribution to journal › Review article › peer-review

    Open Access
    File
    1 Citation (Scopus)
    1 Downloads (Pure)

  • A Semi-supervised Approach to Multi-label Classification of NOTAMs using BERT

    Rey Orozco, O., Viso Dominguez, L. M., Montoya Santamaría, A., Mocholí Gonzalez, D. & García Cantú-Ros, O., 2025, In: SESAR Innovation Days.

    Research output: Contribution to journal › Conference article › peer-review

  • Lessons learnt from the 2016 LHC run and prospects for HL-LHC availability

    Apollonio, A., Orozko, O. R., Schmidt, R., Valette, M., Wollmann, D. & Zerlauth, M., Jul 2017, IPAC 2017 - Proceedings of the 8th International Particle Accelerator Conference. Joint Accelerator Conferences Website - JACoW, p. 2039-2042 4 p. (IPAC 2017 - Proceedings of the 8th International Particle Accelerator Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Online learning of stochastic bi-automaton to model dialogues

    Orozko, O. R. & Inés Torres, M., 2015, Pattern Recognition and Image Analysis - 7th Iberian Conference, IbPRIA 2015, Proceedings. Cardoso, J. S., Paredes, R. & Pardo, X. M. (eds.). Springer Verlag, p. 441-451 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9117).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Reliability and availability modelling for accelerator driven facilities

    Rey Orozko, O., Bargalló, E., Nordt, A., Apollonio, A. & Schmidt, R., 1 Jul 2014, IPAC 2014: Proceedings of the 5th International Particle Accelerator Conference. Joint Accelerator Conferences Website (JACoW), p. 3803-3806 4 p. (IPAC 2014: Proceedings of the 5th International Particle Accelerator Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)