Select Publications
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, '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', 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, '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
, 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 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
, 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
, 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
, 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