Juan José Vaquero – RESEARCH
About him
Juan José Vaquero is a faculty member at the Departamento de Bioingenieria, Universidad Carlos III de Madrid since 2010. He is Telecommunications Engineer from the Universidad Politécnica de Madrid (UPM) in 1988, and a European EUR ING in 1992. He also holds a Master of Bioengineering from the UNED, and a PhD in Medical Imaging from the Universidad Politécnica de Madrid.
He joined SIEMENS-Spain as the Head of the Cardiology, Ultrasound and Operating Theatres Group from 1988 to 1990.
Between 1991 and 1997 he carried out research as a postdoctoral scientist at UPM that was focused on medical imaging, and led projects which developed a clinical gamma camera and MRI prototypes for small-animal and human imaging.
From 1997 to 2001 he was a Fogarty Fellow at the National Institutes of Health (Bethesda, Maryland, USA), where he was the principal engineer for the development of a new generation of small-animal PET systems.
In 2001, he returned to Madrid and joined the Unidad de Medicina y Cirugía Experimental (Experimental Medicine and Surgery Unit) of the Hospital General Universitario Gregorio Marañón as a Ramón y Cajal Fellow in 2007, and he became a senior scientist at the Fundación para la Investigación Biomédica del Hospital Gregorio Marañón (FIBHGM), where he managed the preclinical molecular imaging activities.
His current research is focused on the development of small-animal molecular imaging systems and their associated instrumentation and data analysis. For this purpose, he directs his research group in coordination with research projects involving a variety of local, national and international collaborators (see below), as well as with industrial partners.
He has co-authored more than 186 journal articles and book chapters, and currently holds 13 patents on medical imaging devices.
Major achivements
• Chief Engineer of an academic-industrial initiative that produced the first series of MRI images made in Spain for preclinical and clinical research (1995).
• Developed a small animal preclinical scanner technology that allowed researchers to collect triple modality images (PET-CT-MRI) on the same animal subjects (1999).
• Engineered (in collaboration with two other scientists at NIH) the first DOI-PET small-animal scanner (2000), the ATLAS PET scanner that has been in used at NIH for more than a decade. More recently, this same technology was transferred and developed on an industrial basis, and the resulting commercial product (the ARGUS PET/CT) was one of the most successfully commercialized molecular scanners between 2005 and 2011, with units installed in many reference labs around the world.
• Director of the new Biomedical Engineering Degree at the Universidad Carlos III de Madrid, (2010).
• Conducted original in-vivo PET/CT imaging studies of brain function in living chicken embryos (2012). This was an innovative non-invasive study of the development of waking-like brain activity in the embryo.
• Vice President for Science Policy at Universidad Carlos III de Madrid (2020-2024)
Major collaborators outside my home institutions:
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Prof Evan S. Balaban, Developmental Neurobiology, Dept. of Psychology, Behavioral Neurosciences Program, McGill University, Montreal, Canada
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Prof Stephen L. Bacharach, Molecular Imaging, Radiology, Center for Molecular and Functional Imaging, University of California, San Francisco, USA
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Dr Joan D. Gispert, Neuroimaging, Fundació Pasqual Maragall, Barcelona, Spain
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Prof Stefano Di Pascoli, Biomedical Instrumentation, Dip. Ingegneria Informazione, Universita’ di Pisa, Italy
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Prof José Manuel Udías, Nuclear Physics, Universidad Complutense de Madrid, Spain
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Dr David Izquierdo, PET/MRI Instrumentation and data processing, Athinoula A. Martinos Center, Harvard University/Mass. General Hospital, Charlestown, MA, US
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Research
Latest publications and patents
2023
- Brooks C, Vaquero JJ, Muñoz A., Delgado P. Innovations in ex vivo Light Sheet Fluorescence Microscopy. Progress in Biophysics and Molecular Biology. 2022. doi:10.1016/j.pbiomolbio.2021.07.002
- Arias-Valcayo F, Galve P, Herraiz JL, Vaquero JJ, Desco M, Udías JM. Reconstruction of multianimal PET acquisitions with anisotropically variant PSF. Biomed Phys Eng Express. 2023 doi:10.1088/2057-1976/acf936
- D. Perez-Benito, R. Chil, L. A. Hidalgo-Torres, J.J. Vaquero. Scintillator Geometrical Considerations for Detectors Based on Hexagonal SiPMs. doi:10.1109/TRPMS.2023.3279654
- M Cañadas-Ortega, C Gómez-Cruz, JJ Vaquero. […], The Role of Diagnostic Microdevices in the Fight Against Tuberculosis. doi:10.1007/978-3-031-15955-8_7
- F Bayo, CJ Brooks, D Pérez Benito, P López Expósito, JJ Vaquero. Synchronization in Retrospective Respiratory Gating using Deep Learning.
2022
- Cañadas-Ortega M, Gómez-Cruz C, Vaquero JJ, Muñoz A. The contribution of microfluidics to fight against tuberculosis. Nanotechnology Reviews.2022. doi: 10.1515/ntrev-2022-0004
- Brooks C, Vaquero JJ, Muñoz A., Delgado P. Innovations in ex vivo Light Sheet Fluorescence Microscopy. Progress in Biophysics and Molecular Biology. 2022. doi:10.1016/j.pbiomolbio.2021.07.002
- Sibley L,[…] Ferrer S, […], Vaquero JJ, […] Dennis M. Determination of the Pharmacokinetics and Pharmacodynamics of Isoniazid, Rifampicin, Pyrazinamide and Thambutol in a Cross-Over Cynomolgus Macaque Model of Mycobacterium tuberculosis Infection. Pharmaceutics. 2022. doi:10.3390/pharmaceutics1412666
- P.M. Gordaliza, J.J. Vaquero, A Muñoz-Barrutia. Translational lung imaging analysis through disentangled representations. doi:10.48550/arXiv.2203.01668
2021
- M. C. Ortega; C.C. Gómez; J.J. Vaquero; Muñoz A. (3/4). 2021. The contribution of microfluidics to the fight against tuberculosis Nanotechnology. Reviews. 11/1, pp.40-54. ISSN 2191-9089. https://doi.org/10.1515/ntrev-2022-0004
- C. Lowe; Ortega, A.; Muñoz A.; J.J. Vaquero. (4/4). 2021. Molecular imaging of pulmonary Tuberculosis in an Ex-Vivo Mouse Model Using Spectral Photon-Counting Computed Tomography and Micro-CT IEEE Access. 9, pp.67201-67208. ISSN 2169-3536. https://doi.org/10.1109/ACCESS.2021.3076432
- P. Galve; J.M. Udias; A. Lopez M.; F. Arias V., J.J. Vaquero ; D. Menéndez, M., Joaquin L. H.. (5/7). 2021. Super-iterative Image Reconstruction in PET IEEE Transactions on Computational Imaging. 7, pp.248-257. ISSN 2333-9403. https://doi.org/10.1109/TCI.2021.3059107
2020
- “A radiological score for the assessment of tuberculosis progression: Validation in mouse models”, Ortega-Gil, A., A Munoz-Barrutia, J. J. Roca, L. Guijarro-Lopez, and J. J. Vaquero. 2020, Tuberculosis (Edinb), 121: 101918
- “Optical Properties of Tissues in the Near Infrared: Their Relevance for Optical Bioimaging”, Marcos-Vidal, Asier, Juan José Vaquero, and Jorge Ripoll. 2020. Near Infrared-Emitting Nanoparticles for Biomedical Applications (Springer, Cham).
- “Real-Time 3D PET Image with Pseudoinverse Reconstruction”, López-Montes, Alejandro, Pablo Galve, José Manuel Udias, Jacobo Cal-González, Juan José Vaquero, Manuel Desco, and Joaquín L Herraiz. 2020.Applied Sciences, 10: 2829.
- “Simplified Statistical Image Reconstruction for X-ray CT With Beam-Hardening Artifact Compensation”, Abella, M., C. Martinez, M. Desco, J. J. Vaquero, and J. A. Fessler. 2020. IEEE Trans Med Imaging, 39: 111-18.
2019
- “SiPM-based PET detector module for a 4π span scanner”, Perez-Benito, D, R Chil, JM Udias, M Desco, and JJ Vaquero. 2019. , Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 936: 18-21.
- “X-ray-based virtual slicing of TB-infected lungs”, Ortega-Gil, A., J. J. Vaquero, M. Gonzalez-Arjona, J. Rullas, and A. Munoz-Barrutia. 2019. Sci Rep, 9: 19404.
- “Computed Tomography-Based Biomarker for Longitudinal Assessment of Disease Burden in Pulmonary Tuberculosis”, Gordaliza, P. M., A. Munoz-Barrutia, L. E. Via, S. Sharpe, M. Desco, and J. J. Vaquero. 2019. , Mol Imaging Biol, 21: 19-24.
- “Applications of Light-Sheet Microscopy in Microdevices”, Albert-Smet, I., A. Marcos-Vidal, J. J. Vaquero, M. Desco, A. Munoz-Barrutia, and J. Ripoll. 2019. Front Neuroanat, 13: 1.
2018
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- “Unsupervised CT Lung Image Segmentation of a Mycobacterium Tuberculosis Infection Model”, P. M. Gordaliza, A. Muñoz-Barrutia, M. Abella, M. Desco, S. Sharpe, and J. J. Vaquero, Sci. Rep., vol. 8, no. 1, p. 9802
- “Improving PET Quantification of Small Animal [68Ga]DOTA-Labeled PET/CT Studies by Using a CT-Based Positron Range Correction”, J. Cal-Gonzalez et al., Mol. Imaging Biol., vol. 20, no. 4, pp. 584–593
2017
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- “Optimized CUBIC protocol for 3D imaging of chicken embryos at single-cell resolution,” Development, Apr. 2017, doi:10.1242/dev.145805.
- “Sub-surface laser engraving techniques for scintillator crystals: methods, applications and advantages”, IEEE Transactions on Radiation and Plasma Medical Sciences, DOI 10.1109/TRPMS.2017.2714265