| 2025 | MICCAI | Cross-Modal CXR-CTPA Knowledge Distillation Using Latent Diffusion Priors Towards CXR Pulmonary Embolism Diagnosis. | Noa Cahan, Meshi Sizikov, Hayit Greenspan |
| 2023 | MICCAI | PLST: A Pseudo-labels with a Smooth Transition Strategy for Medical Site Adaptation. | Tomer Bar Natan, Hayit Greenspan, Jacob Goldberger |
| 2022 | MICCAI | Supervised Domain Adaptation Using Gradients Transfer for Improved Medical Image Analysis. | Shaya Goodman, Hayit Greenspan, Jacob Goldberger |
| 2022 | MICCAI | Unsupervised Site Adaptation by Intra-site Variability Alignment. | Shaya Goodman, Shira Kasten Serlin, Hayit Greenspan, Jacob Goldberger |
| 2021 | MICCAI | Transfer Learning with a Layer Dependent Regularization for Medical Image Segmentation. | Nimrod Sagie, Hayit Greenspan, Jacob Goldberger |
| 2020 | MICCAI | A Weakly Supervised Deep Learning Framework for COVID-19 CT Detection and Analysis. | Ophir Gozes, Maayan Frid-Adar, Nimrod Sagie, Asher Kabakovitch, Dor Amran, Rula Amer, Hayit Greenspan |
| 2020 | MICCAI | Nodule2vec: A 3D Deep Learning System for Pulmonary Nodule Retrieval Using Semantic Representation. | Ilia Kravets, Tal Heletz, Hayit Greenspan |
| 2019 | MICCAI | Automatic Segmentation of Muscle Tissue and Inter-muscular Fat in Thigh and Calf MRI Images. | Rula Amer, Jannette Nassar, David Bendahan, Hayit Greenspan, Noam Ben-Eliezer |
| 2019 | MICCAI | A Sparsely Distributed Intra-cardial Ultrasonic Array for Real-Time Endocardial Mapping. | Alon Baram, Hayit Greenspan, Zvi Freidman |
| 2019 | MICCAI | Endotracheal Tube Detection and Segmentation in Chest Radiographs Using Synthetic Data. | Maayan Frid-Adar, Rula Amer, Hayit Greenspan |
| 2019 | MICCAI | A Soft STAPLE Algorithm Combined with Anatomical Knowledge. | Eytan Kats, Jacob Goldberger, Hayit Greenspan |
| 2018 | MICCAI | Left Atria Reconstruction from a Series of Sparse Catheter Paths Using Neural Networks. | Alon Baram, Moshe Safran, Avi Ben-Cohen, Hayit Greenspan |
| 2018 | MICCAI | Improving the Segmentation of Anatomical Structures in Chest Radiographs Using U-Net with an ImageNet Pre-trained Encoder. | Maayan Frid-Adar, Avi Ben-Cohen, Rula Amer, Hayit Greenspan |
| 2018 | MICCAI | Lung Structures Enhancement in Chest Radiographs via CT Based FCNN Training. | Ophir Gozes, Hayit Greenspan |
| 2017 | MICCAI | White Matter Fiber Representation Using Continuous Dictionary Learning. | Guy Alexandroni, Yana Podolsky, Hayit Greenspan, Tal Remez, Or Litany, Alexander M. Bronstein, Raja Giryes |
| 2017 | MICCAI | Virtual PET Images from CT Data Using Deep Convolutional Networks: Initial Results. | Avi Ben-Cohen, Eyal Klang, Stephen P. Raskin, Michal Amitai, Hayit Greenspan |
| 2017 | MICCAI | Modeling the Intra-class Variability for Liver Lesion Detection Using a Multi-class Patch-Based CNN. | Maayan Frid-Adar, Idit Diamant, Eyal Klang, Michal Amitai, Jacob Goldberger, Hayit Greenspan |
| 2016 | MICCAI | Fully Convolutional Network for Liver Segmentation and Lesions Detection. | Avi Ben-Cohen, Idit Diamant, Eyal Klang, Michal Amitai, Hayit Greenspan |
| 2016 | MICCAI | Longitudinal Multiple Sclerosis Lesion Segmentation Using Multi-view Convolutional Neural Networks. | Ariel Birenbaum, Hayit Greenspan |
| 2013 | MICCAI | Fiber Based Comparison of Whole Brain Tractographies with Application to Amyotrophic Lateral Sclerosis. | Gali Zimmerman-Moreno, Dafna Ben-Bashat, Moran Artzi, Beatrice Nefussy, Vivian Drory, Orna Aizenstein, Hayit Greenspan |
| 2012 | MICCAI | Overview of the Third Workshop on Medical Content-Based Retrieval for Clinical Decision Support (MCBR-CDS 2012). | Henning Mller, Hayit Greenspan |
| 2011 | MICCAI | X-ray Categorization and Spatial Localization of Chest Pathologies. | Uri Avni, Hayit Greenspan, Jacob Goldberger |
| 2011 | MICCAI | Overview of the Second Workshop on Medical Content-Based Retrieval for Clinical Decision Support. | Adrien Depeursinge, Hayit Greenspan, Tanveer Fathima Syeda-Mahmood, Henning Mller |
| 2010 | CVPR | Shape-based similarity retrieval of Doppler images for clinical decision support. | Tanveer Fathima Syeda-Mahmood, Pavan K. Turaga, David Beymer, Fei Wang, Arnon Amir, Hayit Greenspan, Kilian M. Pohl |
| 2008 | CVPR | Classification trees for fast segmentation of DTI brain fiber tracts. | Gali Zimmerman-Moreno, Arnaldo Mayer, Hayit Greenspan |
| 2007 | CVPR | An Optimal Reduced Representation of a MoG with Applicatios to Medical Image Database Classification. | Jacob Goldberger, Hayit Greenspan, Jeremie Dreyfuss |
| 2007 | CVPR | Combining Region and Edge Cues for Image Segmentation in a Probabilistic Gaussian Mixture Framework. | Omer Rotem, Hayit Greenspan, Jacob Goldberger |
| 2007 | ICCV | Can Born Approximate the Unborn? A New Validity Criterion for the Born Approximation in Microscopic Imaging. | Sigal Trattner, Micha Feigin, Hayit Greenspan, Nir A. Sochen |
| 2006 | CVPR | Illumination Correction for Content Analysis in Uterine Cervix Images. | Hila Dvir, Shiri Gordon, Hayit Greenspan |
| 2005 | MICCAI | Tissue Classification of Noisy MR Brain Images Using Constrained GMM. | Amit Ruf, Hayit Greenspan, Jacob Goldberger |
| 2004 | CBMS | Image Segmentation of Uterine Cervix Images for Indexing in PACS. | Shiri Gordon, Gali Zimmerman, Hayit Greenspan |
| 2004 | ECCV | Probabilistic Spatial-Temporal Segmentation of Multiple Sclerosis Lesions. | Allon Shahar, Hayit Greenspan |
| 2004 | ECCV | Statistical Imaging for Modeling and Identification of Bacterial Types. | Sigal Trattner, Hayit Greenspan, Gabi Tepper, Shimon Abboud |
| 2003 | ICCV | An Efficient Image Similarity Measure Based on Approximations of KL-Divergence Between Two Gaussian Mixtures. | Jacob Goldberger, Shiri Gordon, Hayit Greenspan |
| 2003 | ICCV | Applying the Information Bottleneck Principle to Unsupervised Clustering of Discrete and Continuous Image Representations. | Shiri Gordon, Hayit Greenspan, Jacob Goldberger |
| 2002 | ECCV | A Probabilistic Framework for Spatio-Temporal Video Representation & Indexing. | Hayit Greenspan, Jacob Goldberger, Arnaldo Mayer |
| 2002 | ICPR | Context-Based Image Modelling. | Guy Dvir, Hayit Greenspan, Yossi Rubner |
| 2002 | ICPR | Probabilistic Models for Generating, Modelling and Matching Image Categories. | Hayit Greenspan, Shiri Gordon, Jacob Goldberger |
| 2001 | MICCAI | MRI Inter-slice Reconstruction Using Super-Resolution. | Hayit Greenspan, Sharon Peled, Gal Oz, Nahum Kiryati |
| 1998 | ICCV | Color- and Texture-based Image Segmentation Using the Expectation-Maximization Algorithm and its Application to Content-Based Image Retrieval. | Serge J. Belongie, Chad Carson, Hayit Greenspan, Jitendra Malik |
| 1996 | ECCV | Finding Pictures of Objects in Large Collections of Images. | David A. Forsyth, Jitendra Malik, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Serge J. Belongie, Chad Carson, Christoph Bregler |
| 1996 | ICIP | Finding objects in image databases by grouping. | Jitendra Malik, David A. Forsyth, Margaret M. Fleck, Hayit Greenspan, Thomas K. Leung, Chad Carson, Serge J. Belongie, Christoph Bregler |
| 1995 | ICIP | Nonlinear edge enhancement. | Hayit Greenspan, Sofia Akber |
| 1994 | CVPR | Overcomplete steerable pyramid filters and rotation invariance. | Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona, Subrata Rakshit, Charles H. Anderson |
| 1994 | ICPR | Rotation invariant texture recognition using a steerable pyramid. | Hayit Greenspan, Serge J. Belongie, Rodney M. Goodman, Pietro Perona |