Publications

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Pieciak, T., I. Rabanillo-Viloria, and S. Aja-Fernández, "Bias Correction for Non-Stationary Noise Filtering in MRI", 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI), Washington DC, 2018.
Garmendia-Leiza, J R., J. M. Andres-de-Llano, J. Ardura-Fernández, J B. Lopez-Messa, C. Alberola López, and P. Casaseca-de-la-Higuera, "Beta blocker therapy modifies circadian rhythm acute myocardial infarction", International journal of cardiology, vol. 147, no. 2: Elsevier, pp. 316–317, 2011.
Martin-Fernandez, M., and C. Alberola López, "A Bayesian Approach to in vivo Kidney Ultrasound Contour Detection Using Markov Random Fields", Medical Image Computing and Computer-Assisted Intervention—MICCAI 2002: Springer, pp. 397–404, 2002.
A
Sabzi, S., Y. Abbaspour-Gilandeh, and J. I. Arribas, "An automatic visible-range video weed detection, segmentation and classification prototype in potato field", Heliyon, vol. 6, pp. e03685, 2020.
de Luis-García, R., A. C Lopez, G. Kindlmann, and C-F. Westin, "Automatic segmentation of white matter structures from DTI using tensor invariants and tensor orientation", Proc. Intl. Soc. Mag. Reson. Med, 2009.
Pourdarbani, R., S. Sabzi, D. Kalantari, R. Karimzadeh, E. Ilbeygi, and J. I. Arribas, "Automatic non-destructive video estimation of maturation levels in Fuji apple (Malus Malus pumila) fruit in orchard based on colour (Vis) and spectral (NIR) data", Biosystems Engineering, vol. 195, pp. 136–151, 2020.
Sabzi, S., Y. Abbaspour-Gilandeh, G. Garcia-Mateos, A. Ruiz-Canales, J. M. Molina-Martinez, and J. I. Arribas, "An Automatic Non-Destructive Method for the Classification of the Ripeness Stage of Red Delicious Apples in Orchards Using Aerial Video", Agronomy, vol. 9, issue 84, 2019.
Aja-Fernández, S., G. Vegas-Sánchez-Ferrero, M. Martin-Fernandez, and C. Alberola López, "Automatic noise estimation in images using local statistics. Additive and multiplicative cases", Image and Vision Computing, vol. 27, no. 6: Elsevier, pp. 756–770, 2009.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, S. Alberola-Lopez, J.A. López-Villalobos, F.C. Ruiz, J. M. Andres-de-Llano, J R. Garmendia-Leiza, and J. Ardura-Fernández, "Automatic diagnosis of ADHD based on nonlinear analysis of actimetry registries", Acoustics, Speech and Signal Processing (ICASSP), 2011 IEEE International Conference on, vol. 32, Prague, Czech Rep., pp. 685-688, 2011.
Casaseca-de-la-Higuera, P., D. Martín-Martínez, S. Alberola-Lopez, J. M. Andres-de-Llano, J. Antonio López-Villalobos, R-G. J Leiza, and C. Alberola López, "Automatic diagnosis of ADHD based on multichannel nonlinear analysis of actimetry registries", Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE: IEEE, pp. 4204–4207, 2012.
Martín-Martínez, D., P. Casaseca-de-la-Higuera, J. M. Andres-de-Llano, J R. Garmendia-Leiza, S. Alberola-Lopez, and C. Alberola López, "Automatic detection of wakefulness and rest intervals in actigraphic signals: A data-driven approach", Medical engineering & physics, vol. 36, no. 12: Elsevier, pp. 1585–1592, 2014.
Martin-Fernandez, M. Angel, M. Martin-Fernandez, and C. Alberola López, "Automatic bone age assessment: A registration approach", Medical Imaging 2003: International Society for Optics and Photonics, pp. 1765–1776, 2003.
Arribas, J. I., V. D. Calhoun, and T. Adali, "Automatic bayesian classification of healthy controls, bipolar disorder, and schizophrenia using intrinsic connectivity maps from fMRI data", IEEE Transactions on Biomedical Engineering, vol. 57, pp. 2850-2860, 2010.
Martin-Fernandez, M. Angel, R. Cárdenes-Almeida, E. Muñoz-Moreno, R. de Luis-García, M. Martin-Fernandez, and C. Alberola López, "Automatic articulated registration of hand radiographs", Image and Vision Computing, vol. 27, no. 8: Elsevier, pp. 1207–1222, 2009.
Javadikia, H., S. Sabzi, and J. I. Arribas, "An automatic and non-intrusive hybrid computer vision system for the estimation of peel thickness in Thomson orange", Spanish Journal of Agricultural Research, vol. 16, issue 4, pp. e0204, 2018.
Sanz-Estébanez, S., J. Royuela-del-Val, S. Merino-Caviedes, A. Revilla-Orodea, T. Sevilla-Ruiz, M. Martin-Fernandez, and C. Alberola López, "An Automated Tensorial Classification Procedure for Left Ventricular Hypertrophic Cardiomyopathy", IWBBIO 2016 (4th International Work-Conference on Bioinformatics and Biomedical Engineering), LNBI 9656, vol. 1, Granada, Spain, pp. 1-12, 2016.
Monge-Álvarez, J., C. Hoyos-Barceló, K. Dahal, and P. Casaseca-de-la-Higuera, "Audio-cough event detection based on moment theory", Applied Acoustics, vol. 135, pp. 124–135, 2018.
de Luis-García, R., G. Cabús-Piñol, C. Imaz-Roncero, D. Argibay-Quiñones, G. Barrio-Arranz, S. Aja-Fernández, and C. Alberola López, "Attention Deficit/Hyperactivity Disorder and Medication with Stimulants in Young Children: A DTI Study", Progress in Neuro-Psychopharmacology and Biological Psychiatry, vol. 57: Elsevier, 2015.
de Luis-García, R., G. Vegas-Sánchez-Ferrero, S. Aja-Fernández, and C. Alberola López, "Atlas-based segmentation of white matter structures from DTI using tensor invariants and orientation", Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE: IEEE, pp. 503–506, 2013.
Cordero-Grande, L., T. Sevilla-Ruiz, A. Revilla, M. Martin-Fernandez, and C. Alberola López, "Assessment of the fibrotic myocardial tissue mechanics by image processing", Computing in Cardiology Conference (CinC), 2013: IEEE, 2013.
Martin-Fernandez, M. Angel, E. Muñoz-Moreno, M. Martin-Fernandez, and C. Alberola López, "Articulated registration: Elastic registration based on a wire-model", Medical Imaging: International Society for Optics and Photonics, pp. 182–191, 2005.
Martin-Fernandez, M., and C. Alberola López, "An approach for contour detection of human kidneys from ultrasound images using Markov random fields and active contours", Medical Image Analysis, vol. 9, no. 1: Elsevier, pp. 1–23, 2005.
González-Jaime, L., M. Nachtegeal, E. Kerre, G. Vegas-Sánchez-Ferrero, and S. Aja-Fernández, "Applying a parametric approach for the task of nonstationary noise removal with missing information", Computational Cybernetics (ICCC), 2013 IEEE 9th International Conference on: IEEE, pp. 23–28, 2013.
Simmross-Wattenberg, F., J. Ignacio Asensio-Pérez, P. Casaseca-de-la-Higuera, M. Martin-Fernandez, Y. A. Dimitriadis, and C. Alberola López, "Anomaly detection in network traffic based on statistical inference and alpha-stable modeling", Dependable and Secure Computing, IEEE Transactions on, vol. 8, pp. 494–509, 2011.
Vegas-Sánchez-Ferrero, G., A. Tristán-Vega, S. Aja-Fernández, M. Martin-Fernandez, C. Palencia, and R. Deriche, "Anisotropic LMMSE denoising of MRI based on statistical tissue models", Biomedical Imaging (ISBI), 2012 9th IEEE International Symposium on: IEEE, pp. 1519–1522, 2012.

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