Dr Felipe Orihuela-Espina PhD

Dr Felipe Orihuela-Espina

School of Computer Science
Senior Lecturer in Computer Science

Contact details

Email
f.orihuela-espina@bham.ac.uk
View my research portal
Address
University of Birmingham
Edgbaston
Birmingham
B15 2TT
UK

Dr. Felipe Orihuela-Espina is a Senior Lecturer in the School of Computer Science.

He obtained his PhD in Computer Science from the University of Birmingham (UK) in 2005. Afterwards, he moved to Mexico where he was appointed lecturer at the Universidad Autonoma del Estado de Mexico (UAEMex). He joined Imperial College as a research associate in 2007 and later in 2011 became postdoctoral associated at the Instituto Nacional de Astrofísica Óptica y Electrónica (INAOE). He remained linked to Imperial College as honorary lecturer until 2015.

In 2012 he joined INAOE as faculty where he is currently Reader and leads the group on functional optical neuroimaging within the Biosignals Processing Lab. He is currently a member of the National Researchers Systems (SNI 2).

He has attracted funding as PI for over 8m MXN, and authored over 90 full-length original research articles including over 40 JCR indexed journal papers. He has carried out research secondments at ETH Zurich  (Switzerland), University College London (UK) and Bosphorus University (Turkey), and a sabbatical at MGH/HST Athinoula A. Martinos Center for Biomedical Imaging (USA).

His current research interests include different aspects of optical neuroimaging analysis and interpretation and virtual neurorehabilitation.

Qualifications

  • PhD in Computer Science. University of Birmingham. United Kingdom. Oct 2001 - Aug 2005
  • MSc in Computer Engineering. University of Seville. Spain. Oct 1997 - Jun 2001
  • BSc in Computer Engineering with a major in Hardware. University of Huelva. Spain. Oct 1993 - Jun 1997

Biography

Dr. Felipe Orihuela-Espina is a Senior Lecturer in the School of Computer Science.

He obtained his PhD in Computer Science from the University of Birmingham (UK) in 2005. Afterwards, he moved to Mexico where he was appointed lecturer at the Universidad Autonoma del Estado de Mexico (UAEMex). He joined Imperial College as a research associate in 2007 and later in 2011 became postdoctoral associated at the Instituto Nacional de Astrofísica Óptica y Electrónica (INAOE). He remained linked to Imperial College as honorary lecturer until 2015. In 2012 he joined INAOE as faculty where he became Reader and lead the group on functional optical neuroimaging within the Biosignals Processing Lab. In September 2021, he came back to the University of Birmingham to join the School of Computer Science as Senior Lecturer.

He is currently a member of the National Researchers Systems (SNI 2). He has attracted funding as PI for over 8m MXN, and authored over 100 full-length original research articles including over 45 JCR indexed journal papers. He has carried out research secondments at ETH Zurich  (Switzerland), University College London (UK) and Bosphorus University (Turkey), and a sabbatical at MGH/HST Athinoula A. Martinos Center for Biomedical Imaging (USA).

Postgraduate supervision

fNIRS neuroimaging analysis and interpretation.

Research

My current research interests are data analysis and neuroimaging interpretation; mainly optical neuroimaging (fNIRS) but also, to a lesser extent, EEG and fMRI. This implies multidisciplinary research from computing (mainly), mathematics and statistics, and a bit of physics (optics) and neuroscience.

I am the principal investigator (PI) of the Computational NeuroImaging Lab.

Publications

Recent publications

Article

Dale, R, Zheng, B, Orihuela-Espina, F, Ross, N, O'Sullivan, TD, Howard, S & Dehghani, H 2024, 'Deep learning-enabled high-speed, multi-parameter diffuse optical tomography', Journal of Biomedical Optics, vol. 29, no. 7, 076004. https://doi.org/10.1117/1.JBO.29.7.076004

Zaqueros-Martinez, J, Rodriguez-Gomez, G, Tlelo-Cuautle, E & Orihuela-Espina, F 2023, 'Fuzzy Synchronization of Chaotic Systems with Hidden Attractors', Entropy, vol. 25, no. 3, 495. https://doi.org/10.3390/e25030495

Hernández-Román, J, Montero-Hernández, S, Vega, R, Orihuela-Espina, F & Soto, E 2023, 'Galvanic Vestibular Stimulation Activates the Parietal and Temporal Cortex in Humans: A functional near-infrared spectroscopy (fNIRS) Study.', European Journal of Neuroscience, vol. 58, no. 1, pp. 2267-2277. https://doi.org/10.1111/ejn.16041

Dale, R, O'Sullivan, TD, Howard, S, Orihuela-Espina, F & Dehghani, H 2023, 'System derived spatial-temporal CNN for high-density fNIRS BCI', IEEE Open Journal of Engineering in Medicine and Biology, vol. 4, 10073629, pp. 85-95. https://doi.org/10.1109/OJEMB.2023.3248492

García-Mendoza, JL, Villaseñor-Pineda, L, Orihuela-Espina, F & Bustio-Martínez, L 2022, 'An autoencoder-based representation for noise reduction in distant supervision of relation extraction', Journal of Intelligent and Fuzzy Systems, vol. 42, no. 5, pp. 4523-4529. https://doi.org/10.3233/JIFS-219241

Sunwoo, J, Zavriyev, AI, Kaya, K, Martin, A, Munster, C, Steele, T, Cuddyer, D, Sheldon, Y, Orihuela-Espina, F, Herzberg, EM, Inder, T, Franceschini, MA & El-Dib, M 2022, 'Diffuse correlation spectroscopy blood flow monitoring for intraventricular hemorrhage vulnerability in extremely low gestational age newborns', Scientific Reports, vol. 12, no. 1, 12798. https://doi.org/10.1038/s41598-022-16499-3

Kaya, K, Zavriyev, AI, Orihuela-Espina, F, Simon, MV, LaMuraglia, GM, Pierce, ET, Franceschini, MA & Sunwoo, J 2022, 'Intraoperative cerebral hemodynamic monitoring during carotid endarterectomy via diffuse correlation spectroscopy and near-infrared spectroscopy', Brain Sciences, vol. 12, no. 8, 1025. https://doi.org/10.3390/brainsci12081025

Garcia-Mendoza, JL, Villasenor-Pineda, L & Orihuela-Espina, F 2022, 'Risks of misinterpretation in the evaluation of distant supervision for relation extraction', Procesamiento de Lenguaje Natural, vol. 68, pp. 71-83. <http://journal.sepln.org/sepln/ojs/ojs/index.php/pln/article/view/6407>

Chapter (peer-reviewed)

Orihuela-Espina, F, Rojas-Cisneros, M, Montero-Hernández, SA, García-Salinas, JS, Cuervo-Soto, B & Herrera-Vega, J 2022, Physics augmented classification of fNIRS signals. in Biosignal Processing and Classification Using Computational Learning and Intelligence: Principles, Algorithms, and Applications. Elsevier, pp. 375-405. https://doi.org/10.1016/B978-0-12-820125-1.00031-2

Conference contribution

Re, R, Contini, L, Contini, D, Orihuela-Espina, F, Torricelli, A & Spinelli, L 2023, Cerebral resting state oscillations study with TD fNIRS. in D Contini, Y Hoshi & TD O'Sullivan (eds), Diffuse Optical Spectroscopy and Imaging IX., 126280I, Proceedings of SPIE - The International Society for Optical Engineering, vol. 12628, SPIE, Diffuse Optical Spectroscopy and Imaging IX 2023, Munich, Germany, 25/06/23. https://doi.org/10.1117/12.2668895

Dale, R, O’Sullivan, TD, Howard, S, Campbell, C, Orihuela-Espina, F & Dehghani, H 2023, High-speed spatial parameter recovery using multi-distance frequency-domain diffuse optical spectroscopy. in S Fantini & P Taroni (eds), Optical Tomography and Spectroscopy of Tissue XV., 1237606, Proceedings of SPIE. Progress in biomedical optics and imaging, vol. 12376, SPIE, Optical Tomography and Spectroscopy of Tissue XV 2023, San Francisco, United States, 30/01/23. https://doi.org/10.1117/12.2651676

García-Mendoza, JL, Villaseñor-Pineda, L, Buscaldi, D, Bustio-Martínez, L & Orihuela-Espina, F 2022, Evaluation of a new representation for noise reduction in distant supervision. in O Pichardo Lagunas, B Martínez Seis & J Martínez-Miranda (eds), Advances in Computational Intelligence: 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Proceedings, Part II. 1 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13613 LNAI, Springer, pp. 101-113, 21st Mexican International Conference on Artificial Intelligence, MICAI 2022, Monterrey, Mexico, 24/10/22. https://doi.org/10.1007/978-3-031-19496-2_8

Review article

Almukhtar, A, Caddick, V, Naik, R, Goble, M, Mylonas, G, Darzi, A, Orihuela-Espina, F & Leff, DR 2024, 'Objective Assessment of Cognitive Workload in Surgery: A Systematic Review', Annals of surgery. https://doi.org/10.1097/SLA.0000000000006370

Ayaz, H, Baker, WB, Blaney, G, Boas, DA, Bortfeld, H, Brady, K, Brake, J, Brigadoi, S, Buckley, EM, Carp, SA, Cooper, RJ, Cowdrick, KR, Culver, JP, Dan, I, Dehghani, H, Devor, A, Durduran, T, Eggebrecht, AT, Emberson, LL, Fang, Q, Fantini, S, Franceschini, MA, Fischer, JB, Gervain, J, Hirsch, J, Hong, KS, Horstmeyer, R, Kainerstorfer, JM, Ko, TS, Licht, DJ, Liebert, A, Luke, R, Lynch, JM, Mesquida, J, Mesquita, RC, Naseer, N, Novi, SL, Orihuela-Espina, F, O'Sullivan, TD, Peterka, DS, Pifferi, A, Pollonini, L, Sassaroli, A, Sato, JR, Scholkmann, F, Spinelli, L, Srinivasan, VJ, St. Lawrence, K, Tachtsidis, I, Tong, Y, Torricelli, A, Urner, T, Wabnitz, H, Wolf, M, Wolf, U, Xu, S, Yang, C, Yodh, AG, Yücel, MA & Zhou, W 2022, 'Optical imaging and spectroscopy for the study of the human brain: status report: status report', Neurophotonics, vol. 9, no. S2, S24001. https://doi.org/10.1117/1.NPh.9.S2.S24001

Short survey

Goble, M, Caddick, V, Patel, R, Modi, H, Darzi, A, Orihuela-Espina, F & Leff, DR 2023, 'Optical neuroimaging and neurostimulation in surgical training and assessment: A state-of-the-art review', Frontiers in Neuroergonomics, vol. 4, 1142182. https://doi.org/10.3389/fnrgo.2023.1142182

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