Hayit Greenspan
Orcid: 0000-0001-6908-7552
According to our database1,
Hayit Greenspan
authored at least 189 papers
between 1988 and 2024.
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Bibliography
2024
CoRR, 2024
2023
Supervised Domain Adaptation by transferring both the parameter set and its gradient.
Neurocomputing, December, 2023
A foundational vision transformer improves diagnostic performance for electrocardiograms.
npj Digit. Medicine, 2023
CoRR, 2023
Proceedings of the Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Detecting Anatomy Openings in the Left Atrium Via a Triangular Ultrasonic Array Using Deep Learning.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
2022
A Self Supervised StyleGAN for Image Annotation and Classification With Extremely Limited Labels.
IEEE Trans. Medical Imaging, 2022
HeartBEiT: Vision Transformer for Electrocardiogram Data Improves Diagnostic Performance at Low Sample Sizes.
CoRR, 2022
Weakly supervised attention model for RV strain classification from volumetric CTPA scans.
Comput. Methods Programs Biomed., 2022
Weakly supervised brain tumor segmentation via semantic affinity deep neural network.
Proceedings of the Medical Imaging 2022: Image Processing, 2022
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis.
Proceedings of the Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, 2022
Deep learning based multiple sclerosis lesion detection utilizing synthetic data generation and soft attention mechanism.
Proceedings of the Medical Imaging 2022: Computer-Aided Diagnosis, 2022
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Adaptation of a Multi-Site Network to a New Clinical Site Via Batch-Normalization Similarity.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Weakly Supervised Multimodal 30-Day All-Cause Mortality Prediction for Pulmonary Embolism Patients.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
2021
IEEE J. Biomed. Health Informatics, 2021
A Review of Deep Learning in Medical Imaging: Imaging Traits, Technology Trends, Case Studies With Progress Highlights, and Future Promises.
Proc. IEEE, 2021
Weakly Supervised Attention Model for RV StrainClassification from volumetric CTPA Scans.
CoRR, 2021
Real-time mapping of a whole heart chamber using a novel sparse ultrasonic catheter array.
Int. J. Comput. Assist. Radiol. Surg., 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Proceedings of the Medical Imaging 2021: Image Processing, Online, February 15-19, 2021, 2021
Harnessing generative adversarial networks to generate synthetic mitosis images for classification of cell images.
Proceedings of the Medical Imaging 2021: Digital Pathology, Online, February 15-19, 2021, 2021
Transfer Learning with a Layer Dependent Regularization for Medical Image Segmentation.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
COVID-19 opacity segmentation in chest CT via HydraNet: a joint learning multi-decoder network.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
RV strain classification from 3D CTPA scans using weakly supervised residual attention model.
Proceedings of the Medical Imaging 2021: Computer-Aided Diagnosis, 2021
Learning Rotation Invariant Features For Cryogenic Electron Microscopy Image Reconstruction.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Automated Triage Of Covid-19 From Various Lung Abnormalities Using Chest Ct Features.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
2020
IEEE J. Biomed. Health Informatics, 2020
Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare.
Medical Image Anal., 2020
Neurocomputing, 2020
A review of deep learning in medical imaging: Image traits, technology trends, case studies with progress highlights, and future promises.
CoRR, 2020
Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis.
CoRR, 2020
Nodule2vec: A 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the Thoracic Image Analysis - Second International Workshop, 2020
Bone Structures Extraction and Enhancement in Chest Radiographs via CNN Trained on Synthetic Data.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Cross-modality synthesis from CT to PET using FCN and GAN networks for improved automated lesion detection.
Eng. Appl. Artif. Intell., 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Endotracheal Tube Detection and Segmentation in Chest Radiographs Using Synthetic Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-Time Endocardial Mapping.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
A Mixture of Views Network With Applications to the Classification of Breast Microcalcifications.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Soft Labeling by Distilling Anatomical Knowledge for Improved MS Lesion Segmentation.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Hierarchical Fine-Tuning for joint Liver Lesion Segmentation and Lesion Classification in CT.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Deep Feature Learning from a Hospital-Scale Chest X-ray Dataset with Application to TB Detection on a Small-Scale Dataset.
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
GAN-based synthetic medical image augmentation for increased CNN performance in liver lesion classification.
Neurocomputing, 2018
Fully convolutional network and sparsity-based dictionary learning for liver lesion detection in CT examinations.
Neurocomputing, 2018
Chest pathology identification using deep feature selection with non-medical training.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder.
Proceedings of the Image Analysis for Moving Organ, Breast, and Thoracic Images, 2018
Left Atria Reconstruction from a Series of Sparse Catheter Paths Using Neural Networks.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Task-Driven Dictionary Learning Based on Mutual Information for Medical Image Classification.
IEEE Trans. Biomed. Eng., 2017
NeuroImage, 2017
Eng. Appl. Artif. Intell., 2017
Modeling the Intra-class Variability for Liver Lesion Detection Using a Multi-class Patch-Based CNN.
Proceedings of the Patch-Based Techniques in Medical Imaging, 2017
Proceedings of the Simulation and Synthesis in Medical Imaging, 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique.
IEEE Trans. Medical Imaging, 2016
IEEE Trans. Medical Imaging, 2016
Improved Patch-Based Automated Liver Lesion Classification by Separate Analysis of the Interior and Boundary Regions.
IEEE J. Biomed. Health Informatics, 2016
Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI.
Int. J. Biomed. Imaging, 2016
Mutual information criterion for feature selection with application to classification of breast microcalcifications.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Coresets vs clustering: comparison of methods for redundancy reduction in very large white matter fiber sets.
Proceedings of the Medical Imaging 2016: Image Processing, 2016
Longitudinal Multiple Sclerosis Lesion Segmentation Using Multi-view Convolutional Neural Networks.
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Visualizing and enhancing a deep learning framework using patients age and gender for chest x-ray image retrieval.
Proceedings of the Medical Imaging 2016: Computer-Aided Diagnosis, San Diego, California, United States, 27 February, 2016
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
A multi-view deep learning architecture for classification of breast microcalcifications.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
Deep Learning in Medical Applications.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
2015
MS lesion segmentation using a multi-channel patch-based approach with spatial consistency.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
Pneumothorax detection in chest radiographs using local and global texture signatures.
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Proceedings of the Medical Imaging 2015: Computer-Aided Diagnosis, 2015
Multi-phase liver lesions classification using relevant visual words based on mutual information.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Automatic detection of cell divisions (mitosis) in live-imaging microscopy images using Convolutional Neural Networks.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
A comparative study for chest radiograph image retrieval using binary texture and deep learning classification.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Automatic detection and segmentation of liver metastatic lesions on serial CT examinations.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
2013
Fiber Based Comparison of Whole Brain Tractographies with Application to Amyotrophic Lateral Sclerosis.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Image patch-based method for automated classification and detection of focal liver lesions on CT.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
2012
Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012).
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2012
2011
A Supervised Framework for the Registration and Segmentation of White Matter Fiber Tracts.
IEEE Trans. Medical Imaging, 2011
X-ray Categorization and Retrieval on the Organ and Pathology Level, Using Patch-Based Visual Words.
IEEE Trans. Medical Imaging, 2011
J. Digit. Imaging, 2011
Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support.
Proceedings of the Medical Content-Based Retrieval for Clinical Decision Support, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Automatic classification of images of an angiography sequence using modified shape context-based spatial pyramid kernels.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Pyramid Histograms of Motion Context with Application to Angiogram Video Classification.
Proceedings of the Functional Imaging and Modeling of the Heart, 2011
2010
Co-registration of White Matter Tractographies by Adaptive-Mean-Shift and Gaussian Mixture Modeling.
IEEE Trans. Medical Imaging, 2010
Automated and Interactive Lesion Detection and Segmentation in Uterine Cervix Images.
IEEE Trans. Medical Imaging, 2010
An agglomerative segmentation framework for non-convex regions within uterine cervix images.
Image Vis. Comput., 2010
Proceedings of the 11th ACM SIGMM International Conference on Multimedia Information Retrieval, 2010
AALIM: A Cardiac Clinical Decision Support System Powered By Advanced Multi-modal Analytics.
Proceedings of the MEDINFO 2010, 2010
Piecewise smooth affine registration of point-sets with application to DT-MRI brain fiber-data.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the ImageCLEF, Experimental Evaluation in Visual Information Retrieval, 2010
2009
IEEE Trans. Medical Imaging, 2009
IEEE Trans. Medical Imaging, 2009
J. Digit. Imaging, 2009
Revisiting the Feature and Content Gap for Landmark- Based and Image-to-Image Retrieval in Medical CBIR.
Int. J. Heal. Inf. Syst. Informatics, 2009
Int. J. Biomed. Imaging, 2009
Comput. Medical Imaging Graph., 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
X-Ray Image Categorization and Retrieval Using Patch-Based Visual Words Representation.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Addressing the ImageClef 2009 Challenge Using a Patch-based Visual Words Representation.
Proceedings of the Working Notes for CLEF 2009 Workshop co-located with the 13th European Conference on Digital Libraries (ECDL 2009) , Corfù, Greece, September 30, 2009
Proceedings of the Multilingual Information Access Evaluation II. Multimedia Experiments, 2009
2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008
Proceedings of the Working Notes for CLEF 2008 Workshop co-located with the 12th European Conference on Digital Libraries (ECDL 2008) , 2008
2007
IEEE Trans. Inf. Technol. Biomed., 2007
Improved CSF classification and lesion detection in MR brain images with multiple sclerosis.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Segmentation and tracking of human sperm cells using spatio- temporal representation and clustering.
Proceedings of the Medical Imaging 2007: Image Processing, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Can Born Approximate the Unborn? A New Validity Criterion for the Born Approximation in Microscopic Imaging.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Combining Region and Edge Cues for Image Segmentation in a Probabilistic Gaussian Mixture Framework.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Constrained Gaussian mixture model framework for automatic segmentation of MR brain images.
IEEE Trans. Medical Imaging, 2006
IEEE Trans. Image Process., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Content analysis of uterine cervix images: initial steps toward content based indexing and retrieval of cervigrams.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
Automatic landmark detection in uterine cervix images for indexing in a content-retrieval system.
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005
2004
IEEE Trans. Medical Imaging, 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
Comput. Vis. Image Underst., 2004
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
A Probabilistic Framework for the Detection and Tracking in Time of Multiple Sclerosis Lesions.
Proceedings of the 2004 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2004
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
Proceedings of the Computer Vision and Mathematical Methods in Medical and Biomedical Image Analysis, 2004
Proceedings of the 17th IEEE Symposium on Computer-Based Medical Systems (CBMS 2004), 2004
2003
A probabilistic framework for the spatio-temporal segmentation of multiple sclerosis lesions in MR images of the brain.
Proceedings of the Medical Imaging 2003: Image Processing, 2003
Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures.
Proceedings of the 9th IEEE International Conference on Computer Vision (ICCV 2003), 2003
2002
Blobworld: Image Segmentation Using Expectation-Maximization and Its Application to Image Querying.
IEEE Trans. Pattern Anal. Mach. Intell., 2002
Proceedings of the 2002 IEEE International Symposium on Biomedical Imaging, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the 16th International Conference on Pattern Recognition, 2002
Proceedings of the Computer Vision, 2002
Proceedings of the Pattern Recognition, 2002
2001
Evaluation of Center-line Extraction Algorithms in Quantitative Coronary Angiography.
IEEE Trans. Medical Imaging, 2001
Pattern Recognit. Lett., 2001
Comput. Vis. Image Underst., 2001
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2001
2000
IEEE Trans. Image Process., 2000
1998
Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and its Application to Content-Based Image Retrieval.
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
1996
Proceedings of the Proceedings 1996 International Conference on Image Processing, 1996
Proceedings of the Object Representation in Computer Vision II, 1996
Finding Pictures of Objects in Large Collections of Images.
Proceedings of the Data Processing Clinic: Digital Image Access & Retrieval, 1996
1995
Proceedings of the Proceedings 1995 International Conference on Image Processing, 1995
1994
IEEE Trans. Pattern Anal. Mach. Intell., 1994
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993
1992
Projection-Based Approach to Image Analysis: Pattern Recognition and Representation in the Position-Orientation Space.
IEEE Trans. Pattern Anal. Mach. Intell., 1992
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992
1991
Combined Neural Network and Rule-Based Framework for Probabilistic Pattern Recognition and Discovery.
Proceedings of the Advances in Neural Information Processing Systems 4, 1991
1988