Select Publications
Journal articles
2010, 'Correction to “An Inverse Problem Approach for Elasticity Imaging through Vibroacoustics” [Apr 10 1012-1021', IEEE Transactions on Medical Imaging, 29, pp. 1331 - 1331, http://dx.doi.org/10.1109/tmi.2010.2051071
,2009, 'Intracranial internal carotid artery calcifications: Association with vascular risk factors and ischemic cerebrovascular disease', American Journal of Neuroradiology, 30, pp. 177 - 184, http://dx.doi.org/10.3174/ajnr.A1301
,2009, 'Tracking in cell and developmental biology', Seminars in Cell and Developmental Biology, 20, pp. 894 - 902, http://dx.doi.org/10.1016/j.semcdb.2009.07.004
,2008, 'Multiple object tracking in molecular bioimaging by Rao-Blackwellized marginal particle filtering', Medical Image Analysis, 12, pp. 764 - 777, http://dx.doi.org/10.1016/j.media.2008.03.004
,2008, 'Particle filtering for multiple object tracking in dynamic fluorescence microscopy images: Application to microtubule growth analysis', IEEE Transactions on Medical Imaging, 27, pp. 789 - 804, http://dx.doi.org/10.1109/TMI.2008.916964
,2008, 'Assessment of atherosclerotic carotid plaque volume with multidetector computed tomography angiography', International Journal of Cardiovascular Imaging, 24, pp. 751 - 759, http://dx.doi.org/10.1007/s10554-008-9309-1
,2007, 'Evaluation of an improved technique for lumen path definition and lumen segmentation of atherosclerotic vessels in CT angiography', European Radiology, 17, pp. 1738 - 1745, http://dx.doi.org/10.1007/s00330-006-0469-x
,2006, 'In vivo characterization and quantification of atherosclerotic carotid plaque components with multidetector computed tomography and histopathological correlation', Arteriosclerosis, Thrombosis, and Vascular Biology, 26, pp. 2366 - 2372, http://dx.doi.org/10.1161/01.ATV.0000240518.90124.57
,2006, 'Evaluation of an improved technique for automated center lumen line definition in cardiovascular image data', European Radiology, 16, pp. 391 - 398, http://dx.doi.org/10.1007/s00330-005-2854-2
,2006, 'Tracking in molecular bioimaging', IEEE Signal Processing Magazine, 23, pp. 46 - 53, http://dx.doi.org/10.1109/MSP.2006.1628877
,2005, 'Guest editorial', IEEE Transactions on Image Processing, 14, pp. 1233 - 1236, http://dx.doi.org/10.1109/TIP.2005.855701
,2004, 'Design and Validation of a Tool for Neurite Tracing and Analysis in Fluorescence Microscopy Images', Cytometry Part A, 58, pp. 167 - 176, http://dx.doi.org/10.1002/cyto.a.20022
,2003, 'A note on cubic convolution interpolation', IEEE Transactions on Image Processing, 12, pp. 477 - 479, http://dx.doi.org/10.1109/TIP.2003.811493
,2002, 'A chronology of interpolation: From ancient astronomy to modern signal and image processing', Proceedings of the IEEE, 90, pp. 319 - 342, http://dx.doi.org/10.1109/5.993400
,2002, 'A chronology of interpolation: From ancient astronomy to modern signal and image processing', Proceedings of the IEEE, 90, pp. 317 - 318, http://dx.doi.org/10.1109/JPROC.2002.993399
,2001, 'Quantitative evaluation of convolution-based methods for medical image interpolation', Medical Image Analysis, 5, pp. 111 - 126, http://dx.doi.org/10.1016/S1361-8415(00)00040-2
,2001, 'Reduction of patient motion artifacts in digital subtraction angiography: Evaluation of a fast and fully automatic technique', Radiology, 219, pp. 288 - 293, http://dx.doi.org/10.1148/radiology.219.1.r01ap19288
,1999, 'Image reconstruction by convolution with symmetrical piecewise nth-order polynomial kernels', IEEE Transactions on Image Processing, 8, pp. 192 - 201, http://dx.doi.org/10.1109/83.743854
,1999, 'Image registration for digital subtraction angiography', International Journal of Computer Vision, 31, pp. 227 - 246, http://dx.doi.org/10.1023/a:1008074100927
,1999, 'Retrospective motion correction in digital subtraction angiography: A review', IEEE Transactions on Medical Imaging, 18, pp. 2 - 21, http://dx.doi.org/10.1109/42.750248
,Conference Papers
2024, 'Large-Kernel Attention Network with Distance Regression and Topological Self-correction for Airway Segmentation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 115 - 126, http://dx.doi.org/10.1007/978-981-99-8388-9_10
,2024, 'Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 217 - 226, http://dx.doi.org/10.1007/978-3-031-45673-2_22
,2023, 'Feature Enhancer Segmentation Network (FES-Net)for Vessel Segmentation', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, pp. 160 - 167, http://dx.doi.org/10.1109/DICTA60407.2023.00030
,2023, 'IKD+: Reliable Low Complexity Deep Models for Retinopathy Classification', in Proceedings - International Conference on Image Processing, ICIP, pp. 2400 - 2404, http://dx.doi.org/10.1109/ICIP49359.2023.10221899
,2023, 'Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI53787.2023.10230618
,2022, 'MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation', in 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), IEEE, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/dicta56598.2022.10034573
,2022, 'DEVELOPMENT OF NOVEL FULLY AUTOMATIC SEGMENTATION AND QUANTIFICATION TECHNIQUE FOR ASSESSMENT OF MUSCULOSKELETAL ORGANS', in AGING CLINICAL AND EXPERIMENTAL RESEARCH, SPRINGER, pp. S220 - S220, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000853975600469&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2022, 'Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data', in Proceedings of Machine Learning Research, pp. 1085 - 1095
,2022, 'Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 409 - 419, http://dx.doi.org/10.1007/978-3-031-16434-7_40
,2022, 'Hybrid Attentive Unet for Segmentation of Lower Leg Muscles and Bones From MRI Scans For Musculoskeletal Research', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761501
,2022, 'Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761488
,2022, 'Parallel Sinogram and Image Framework With Co-Training Strategy for Metal Artifact Reduction in Tooth Ct Images', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI52829.2022.9761653
,2021, 'Multi-label classification based on subcellular region-guided feature description for protein localisation', in Proceedings - International Symposium on Biomedical Imaging, pp. 1929 - 1933, http://dx.doi.org/10.1109/ISBI48211.2021.9434145
,2021, 'Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 592 - 601, http://dx.doi.org/10.1007/978-3-030-87237-3_57
,2020, 'Neural Architecture Search for Microscopy Cell Segmentation', Lima, Peru, presented at Neural Architecture Search for Microscopy Cell Segmentation, Lima, Peru, 04 October 2020
,2020, 'Automated Quantitative Analysis of Microglia in Bright-Field Images of Zebrafish', in Proceedings - International Symposium on Biomedical Imaging, pp. 522 - 525, http://dx.doi.org/10.1109/ISBI45749.2020.9098339
,2019, 'Facilitating data association in particle tracking using autoencoding and score matching', in Proceedings - International Symposium on Biomedical Imaging, pp. 1523 - 1526, http://dx.doi.org/10.1109/ISBI.2019.8759418
,2019, 'Nerve fiber segmentation in bright-field microscopy images of skin biopsies using deep learning', in Proceedings - International Symposium on Biomedical Imaging, pp. 232 - 235, http://dx.doi.org/10.1109/ISBI.2019.8759504
,2018, 'Accurate estimation of intracellular dynamics and underlying spatial structures using hierarchical trajectory smoothing', in Proceedings - International Symposium on Biomedical Imaging, pp. 973 - 976, http://dx.doi.org/10.1109/ISBI.2018.8363733
,2018, 'Deep neural networks for data association in particle tracking', in Proceedings - International Symposium on Biomedical Imaging, pp. 458 - 461, http://dx.doi.org/10.1109/ISBI.2018.8363615
,2018, 'Segmentation of actin-stained 3D fluorescent cells with filopodial protrusions using convolutional neural networks', in Proceedings - International Symposium on Biomedical Imaging, pp. 413 - 417, http://dx.doi.org/10.1109/ISBI.2018.8363605
,2017, 'Gaussian processes for trajectory analysis in microtubule tracking applications', in Proceedings - International Symposium on Biomedical Imaging, pp. 206 - 209, http://dx.doi.org/10.1109/ISBI.2017.7950502
,2017, 'Neuron reconstruction from fluorescence microscopy images using sequential Monte Carlo estimation', in Proceedings - International Symposium on Biomedical Imaging, pp. 36 - 39, http://dx.doi.org/10.1109/ISBI.2017.7950462
,2016, 'Automatic detection of neurons in high-content microscope images using machine learning approaches', in Proceedings - International Symposium on Biomedical Imaging, pp. 330 - 333, http://dx.doi.org/10.1109/ISBI.2016.7493276
,2016, 'Poisson point processes for solving stochastic inverse problems in fluorescence microscopy', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 326 - 338, http://dx.doi.org/10.1007/978-3-319-46604-0_24
,2015, 'Automated neuron morphology reconstruction using fuzzy-logic detection and Bayesian tracing algorithms', in Proceedings - International Symposium on Biomedical Imaging, pp. 885 - 888, http://dx.doi.org/10.1109/ISBI.2015.7164012
,2014, 'Fuzzy logic based detection of neuron bifurcations in microscopy images', in 2014 IEEE 11th International Symposium on Biomedical Imaging, ISBI 2014, pp. 1307 - 1310, http://dx.doi.org/10.1109/isbi.2014.6868117
,2014, 'An adaptive distributed resampling algorithm with non-proportional allocation', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 1635 - 1639, http://dx.doi.org/10.1109/ICASSP.2014.6853875
,2014, 'Piecewise constant sequential importance sampling for fast particle filtering', in IET Conference Publications, http://dx.doi.org/10.1049/cp.2014.0528
,2014, 'PPF - A parallel particle filtering library', in IET Conference Publications, http://dx.doi.org/10.1049/cp.2014.0529
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