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Journal articles
, 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
, 2025, 'Accelerating Medical Image Analysis on Edge Devices: A Study with MobileOne Architecture', in IEEE International Conference on Pervasive Computing and Communications Workshops Percom Workshops, pp. 158 - 163, http://dx.doi.org/10.1109/PerComWorkshops65533.2025.00058
, 2025, 'Enhancing Change Detection in Remote Sensing: Integrating Synthetic Data with Semi-Supervised Learning', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, http://dx.doi.org/10.1109/ICASSP49660.2025.10889224
, 2024, 'Refining Airway Segmentation Through Breakage Filling and Leakage Reduction Using Point Clouds', in IEEE International Conference on Intelligent Robots and Systems, Institute of Electrical and Electronics Engineers (IEEE), U ARAB EMIRATES, Abu Dhabi, pp. 11618 - 11623, presented at 2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), U ARAB EMIRATES, Abu Dhabi, 14 October 2024 - 18 October 2024, http://dx.doi.org/10.1109/IROS58592.2024.10802488
, 2024, 'Semi-Supervised Variational Autoencoder for Cell Feature Extraction In Multiplexed Immunofluorescence Images', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 5, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, 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, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 4, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, http://dx.doi.org/10.1109/ISBI56570.2024.10635229
, 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, 'Attention-Enhanced Lightweight Hourglass Network for Human Pose Estimation', in Australasian Conference on Robotics and Automation Acra
, 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, 'LMBF-NET: A LIGHTWEIGHT MULTIPATH BIDIRECTIONAL FOCAL ATTENTION NETWORK FOR MULTIFEATURES SEGMENTATION', in Proceedings International Conference on Image Processing Icip, pp. 2807 - 2813, http://dx.doi.org/10.1109/ICIP51287.2024.10647542
, 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
, 2023, 'BigNeuron: a resource to benchmark and predict performance of algorithms for automated tracing of neurons', in JOURNAL OF COMPUTATIONAL NEUROSCIENCE, SPRINGER, GERMANY, Leipzig, pp. S163 - S164, presented at 32nd Annual Computational Neuroscience Meeting (CNS), GERMANY, Leipzig, 15 July 2023 - 19 July 2023
, 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
, 2023, 'Development of a fully automatic segmentation and quantification method for evaluating musculoskeletal tissues in the proximal hip: The Osteoporotic Fractures in Men (MrOS) Study', in JOURNAL OF BONE AND MINERAL RESEARCH, WILEY, pp. 319 - 319
, 2023, 'EVALUATING THE DIAGNOSTIC VALUE OF AN AUTOMATIC IMAGE ANALYSES SYSTEM FOR OSTEOPOROSIS AND SARCOPENIA IN OLDER MEN: MROS STUDY', in AGING CLINICAL AND EXPERIMENTAL RESEARCH, SPRINGER, pp. S69 - S69
, 2022, 'MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation', Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), http://dx.doi.org/10.1109/dicta56598.2022.10034573
, 2022, 'Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning', in Wang L; Dou Q; Fletcher PT; Speidel S; Li S (eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Springer Nature, SINGAPORE, Singapore, pp. 409 - 419, presented at 25th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), SINGAPORE, Singapore, 18 September 2022 - 22 September 2022, http://dx.doi.org/10.1007/978-3-031-16434-7_40
, 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, 'Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), INDIA, Kolkata, pp. 1 - 4, presented at 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), INDIA, Kolkata, 28 March 2022 - 31 March 2022, http://dx.doi.org/10.1109/ISBI52829.2022.9761488
, 2022, 'Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data', in Proceedings of Machine Learning Research, pp. 1085 - 1095
, 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, '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, 'Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images', in DeBruijne M; Cattin PC; Cotin S; Padoy N; Speidel S; Zheng Y; Essert C (eds.), Lecture Notes in Computer Science, Springer Nature, ELECTR NETWORK, pp. 592 - 601, presented at International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), ELECTR NETWORK, 27 September 2021 - 01 October 2021, http://dx.doi.org/10.1007/978-3-030-87237-3_57
, 2021, 'Multi-label classification based on subcellular region-guided feature description for protein localisation', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), FRANCE, Nice, pp. 1929 - 1933, presented at 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), FRANCE, Nice, 13 April 2021 - 16 April 2021, http://dx.doi.org/10.1109/ISBI48211.2021.9434145
, 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