Publications
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, "Validation of deep learning techniques for quality augmentation in diffusion MRI for clinical studies", NeuroImage: Clinical, vol. 39, pp. 103483, 2023.
, "Viability of AMURA biomarkers from single-shell diffusion MRI in clinical studies", Frontiers in Neuroscience, vol. 17, pp. 1106350, 2023.
, "Vortical Features for Myocardial Rotation Assessment in Hypertrophic Cardiomyopathy using Cardiac Tagged Magnetic Resonance", Medical Image Analysis, vol. In Press, 04/2018.
, "Weaning from mechanical ventilation: a retrospective analysis leading to a multimodal perspective", Biomedical Engineering, IEEE Transactions on, vol. 53, no. 7: IEEE, pp. 1330–1345, 2006.
, "Weed Classification for Site-Specific Weed Management Using an Automated Stereo Computer-Vision Machine-Learning System in Rice Fields", Plants, vol. 9, pp. 559, 2020.
, "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.
, "A computational TW3 classifier for skeletal maturity assessment. A Computing with Words approach", Journal of Biomedical Informatics, vol. 37, no. 2: Academic Press, pp. 99–107, 2004.
, "A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data", Computer Methods and Programs in Biomedicine, vol. 210, pp. 106371, 2021.
, "A direct calculation of moments of the sample variance", Mathematics and Computers in Simulation, vol. 82, no. 5: North-Holland, pp. 790–804, 2012.
, "On evaluating brain tissue classifiers without a ground truth", Neuroimage, vol. 36, no. 4: Academic Press, pp. 1207–1224, 2007.
, "On evaluating brain tissue classifiers without a ground truth", Neuroimage, vol. 36, no. 4: Academic Press, pp. 1207–1224, 2007.
, "On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: chronicles of the MEMENTO challenge", bioRxiv, 2021.
, "On the generalizability of diffusion MRI signal representations across acquisition parameters, sequences and tissue types: chronicles of the MEMENTO challenge", NeuroImage, pp. 118367, 2021.
, "On low order moments of the homodyned-k distribution", Ultrasonics, vol. 43, no. 4: Elsevier, pp. 283–290, 2005.
, "A multichannel model-based methodology for extubation readiness decision of patients on weaning trials", Biomedical Engineering, IEEE Transactions on, vol. 56, no. 7: IEEE, pp. 1849–1863, 2009.
, "A novel infrared video surveillance system using deep learning based techniques", Multimedia Tools and Applications, vol. 77, issue 26676, 2018.
, "A simple test of equality of time series", Signal processing, vol. 83, no. 6: Elsevier, pp. 1343–1348, 2003.
, "A theoretical framework to three-dimensional ultrasound reconstruction from irregularly sampled data", Ultrasound in medicine & biology, vol. 29, no. 2: Elsevier, pp. 255–269, 2003.
, "A topology-based filling algorithm", Computers & Graphics, vol. 25, no. 3: Elsevier, pp. 493–509, 2001.
, "A topology-based filling algorithm", Computers & Graphics, vol. 25, no. 3: Elsevier, pp. 493–509, 2001.