Select Publications
Conference Papers
2024, 'LMBF-Net: A Lightweight Multipath Bidirectional Focal Attention Network For Multifeatures Segmentation', in 2024 IEEE International Conference on Image Processing (ICIP), IEEE, pp. 2807 - 2813, presented at 2024 IEEE International Conference on Image Processing (ICIP), 27 October 2024 - 30 October 2024, http://dx.doi.org/10.1109/icip51287.2024.10647542
,2024, 'AC-UNet: Adaptive Connection UNet for White Matter Tract Segmentation Through Neural Architecture Search', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635404
,2024, 'Histopathology Image Classification Using Supervised Contrastive Deep Learning', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635260
,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, 'MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635810
,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
,2024, 'Semi-Supervised Variational Autoencoder for Cell Feature Extraction In Multiplexed Immunofluorescence Images', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635107
,2024, 'Vascular Topology Rectification Network for Automated Retinal Artery/Vein Segmentation', in Proceedings - International Symposium on Biomedical Imaging, http://dx.doi.org/10.1109/ISBI56570.2024.10635229
,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, pp. 1 - 8, 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
,2013, 'Super-resolution reconstruction using cross-scale self-similarity in multi-slice MRI', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 123 - 130, http://dx.doi.org/10.1007/978-3-642-40760-4_16
,2012, 'Super-resolution reconstruction of whole-body MRI mouse data: An interactive approach', in Proceedings - International Symposium on Biomedical Imaging, pp. 1723 - 1726, http://dx.doi.org/10.1109/ISBI.2012.6235912
,2012, 'Super-resolution reconstruction in MRI: Better images faster?', in Progress in Biomedical Optics and Imaging - Proceedings of SPIE, http://dx.doi.org/10.1117/12.911235
,2012, 'RECONSTRUCTION AND QUANTIFICATION OF NEURONAL MORPHOLOGY', in 2012 9TH IEEE INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), IEEE, SPAIN, Barcelona, pp. 1787 - 1787, presented at 9th IEEE International Symposium on Biomedical Imaging (ISBI) - From Nano to Macro, SPAIN, Barcelona, 02 May 2012 - 05 May 2012, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000312384100460&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2011, 'Automated lineage tree reconstruction from Caenorhabditis elegans image data using particle filtering based cell tracking', in Proceedings - International Symposium on Biomedical Imaging, pp. 1921 - 1924, http://dx.doi.org/10.1109/ISBI.2011.5872785
,2011, 'Quantitative comparison of tracking methods for motion analysis in tagged MRI', in Proceedings - International Symposium on Biomedical Imaging, pp. 345 - 348, http://dx.doi.org/10.1109/ISBI.2011.5872420
,2011, 'Trans-dimensional MCMC methods for fully automatic motion analysis in tagged MRI', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 573 - 580, http://dx.doi.org/10.1007/978-3-642-23623-5_72
,2011, 'Trans-dimensional MCMC methods for fully automatic motion analysis in tagged MRI', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 573 - 580, http://dx.doi.org/10.1007/978-3-642-23623-5_72
,2010, '2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings: Welcome', in 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings, http://dx.doi.org/10.1109/ISBI.2010.5490277
,2010, 'Particle filtering methods for motion analysis in tagged MRI', in 2010 7th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2010 - Proceedings, pp. 488 - 491, http://dx.doi.org/10.1109/ISBI.2010.5490302
,2009, 'Energy minimization methods for cell motion correction and intracellular analysis in live-cell fluorescence microscopy', in Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, pp. 1127 - 1130, http://dx.doi.org/10.1109/ISBI.2009.5193255
,2009, 'Quantitative comparison of spot detection methods in live-cell fluorescence microscopy imaging', in Proceedings - 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2009, pp. 1178 - 1181, http://dx.doi.org/10.1109/ISBI.2009.5193268
,2009, 'Accurate estimation of microtubule dynamics using kymographs and variable-rate particle filters', in Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, pp. 1012 - 1015, http://dx.doi.org/10.1109/IEMBS.2009.5333350
,2009, 'Model-based approach for tracking embryogenesis in Caenorhabditis elegans fluorescence microscopy data', in Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009, pp. 5356 - 5359, http://dx.doi.org/10.1109/IEMBS.2009.5334046
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