Polina Golland
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
95
Venues
11
Active years
1998–2025
Best venue rank
A*
Where they publish
Papers
95 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Learning General-purpose Biomedical Volume Representations using Randomized Synthesis. | Neel Dey, Benjamin Billot, Hallee E. Wong, Clinton J. Wang, Mengwei Ren, Ellen Grant, Adrian V. Dalca, Polina Golland |
| 2025 | ICLR | Calibrating Expressions of Certainty. | Peiqi Wang, Barbara D. Lam, Yingcheng Liu, Ameneh Asgari-Targhi, Rameswar Panda, William M. Wells III, Tina Kapur, Polina Golland |
| 2025 | MICCAI | Spatial Regularisation for Improved Accuracy and Interpretability in Keypoint-Based Registration. | Benjamin Billot, Ramya Muthukrishnan, Esra Abaci Turk, Patricia Ellen Grant, Nicholas Ayache, Herv Delingette, Polina Golland |
| 2025 | MICCAI | Robust Fetal Pose Estimation Across Gestational Ages via Cross-Population Augmentation. | Sebastian Diaz, Benjamin Billot, Neel Dey, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson |
| 2025 | MICCAI | Multi-stage CNN for Fast Registration of 3D Preoperative CTs to 2D Intraoperative X-Rays. | Federica Facente, Benjamin Billot, Vivek Gopalakrishnan, Manasi Kattel, Wen Wei, Polina Golland, Herv Delingette, Nicholas Ayache, Pierre Berthet-Rayne |
| 2025 | MICCAI | Fetuses Made Simple: Modeling and Tracking of Fetal Shape and Pose. | Yingcheng Liu, Peiqi Wang, Sebastian Diaz, Esra Abaci Turk, Benjamin Billot, Patricia Ellen Grant, Polina Golland |
| 2024 | CVPR | Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering. | Vivek Gopalakrishnan, Neel Dey, Polina Golland |
| 2024 | CVPR | Fully Convolutional Slice-to-Volume Reconstruction for Single-Stack MRI. | Sean I. Young, Yal Balbastre, Bruce Fischl, Polina Golland, Juan Eugenio Iglesias |
| 2024 | ICML | Implicit Representations via Operator Learning. | Sourav Pal, Harshavardhan Adepu, Clinton J. Wang, Polina Golland, Vikas Singh |
| 2024 | MICCAI | SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking. | Jian Wang, Razieh Faghihpirayesh, Polina Golland, Ali Gholipour |
| 2024 | WACV | AnyStar: Domain randomized universal star-convex 3D instance segmentation. | Neel Dey, S. Mazdak Abulnaga, Benjamin Billot, Esra Abaci Turk, Patricia Ellen Grant, Adrian V. Dalca, Polina Golland |
| 2023 | MICCAI | Boundary-Weighted Logit Consistency Improves Calibration of Segmentation Networks. | Neerav Karani, Neel Dey, Polina Golland |
| 2023 | MICCAI | Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study. | Satyananda Kashyap, Neerav Karani, Alexander Shang, Niharika Shimona D'Souza, Neel Dey, Lay Jain, Ray Wang, Hatice Akakin, Qian Li, Wenguang Li, Corydon Carlson, Polina Golland, Tanveer F. Syeda-Mahmood |
| 2023 | MICCAI | Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series. | Yingcheng Liu, Neerav Karani, S. Mazdak Abulnaga, Junshen Xu, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland |
| 2023 | MICCAI | Domain-Agnostic Segmentation of Thalamic Nuclei from Joint Structural and Diffusion MRI. | Henry F. J. Tregidgo, Sonja Soskic, Mark D. Olchanyi, Juri Althonayan, Benjamin Billot, Chiara Maffei, Polina Golland, Anastasia Yendiki, Daniel C. Alexander, Martina Bocchetta, Jonathan D. Rohrer, Juan Eugenio Iglesias |
| 2022 | MICCAI | Automatic Segmentation of the Placenta in BOLD MRI Time Series. | S. Mazdak Abulnaga, Sean I. Young, Katherine Hobgood, Eileen Pan, Clinton J. Wang, Patricia Ellen Grant, Esra Abaci Turk, Polina Golland |
| 2022 | MICCAI | Fast Auto-differentiable Digitally Reconstructed Radiographs for Solving Inverse Problems in Intraoperative Imaging. | Vivek Gopalakrishnan, Polina Golland |
| 2022 | MICCAI | RadTex: Learning Efficient Radiograph Representations from Text Reports. | Keegan Quigley, Miriam Cha, Ruizhi Liao, Geeticka Chauhan, Steven Horng, Seth J. Berkowitz, Polina Golland |
| 2022 | MICCAI | SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI. | Junshen Xu, Daniel Moyer, Patricia Ellen Grant, Polina Golland, Juan Eugenio Iglesias, Elfar Adalsteinsson |
| 2021 | MICCAI | 3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images. | Sungmin Hong, Razvan V. Marinescu, Adrian V. Dalca, Anna K. Bonkhoff, Martin Bretzner, Natalia S. Rost, Polina Golland |
| 2021 | MICCAI | Multimodal Representation Learning via Maximization of Local Mutual Information. | Ruizhi Liao, Daniel Moyer, Miriam Cha, Keegan Quigley, Seth J. Berkowitz, Steven Horng, Polina Golland, William M. Wells III |
| 2021 | MICCAI | Equivariant Filters for Efficient Tracking in 3D Imaging. | Daniel Moyer, Esra Abaci Turk, Patricia Ellen Grant, William M. Wells III, Polina Golland |
| 2021 | MICCAI | STRESS: Super-Resolution for Dynamic Fetal MRI Using Self-supervised Learning. | Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson |
| 2020 | CVPR | A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology. | Mohammad Haft-Javaherian, Martin Villiger, Chris B. Schaffer, Nozomi Nishimura, Polina Golland, Brett E. Bouma |
| 2020 | MICCAI | Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment. | Geeticka Chauhan, Ruizhi Liao, William M. Wells III, Jacob Andreas, Xin Wang, Seth J. Berkowitz, Steven Horng, Peter Szolovits, Polina Golland |
| 2020 | MICCAI | Spatial-Intensity Transform GANs for High Fidelity Medical Image-to-Image Translation. | Clinton J. Wang, Natalia S. Rost, Polina Golland |
| 2020 | MICCAI | Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency. | Junshen Xu, Sayeri Lala, Borjan A. Gagoski, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson |
| 2020 | MICCAI | 3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network. | Junshen Xu, Molin Zhang, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson |
| 2020 | MICCAI | Enhanced Detection of Fetal Pose in 3D MRI by Deep Reinforcement Learning with Physical Structure Priors on Anatomy. | Molin Zhang, Junshen Xu, Esra Abaci Turk, Patricia Ellen Grant, Polina Golland, Elfar Adalsteinsson |
| 2019 | MICCAI | Placental Flattening via Volumetric Parameterization. | Sayed Mazdak Abulnaga, Esra Abaci Turk, Mikhail Bessmeltsev, Patricia Ellen Grant, Justin Solomon, Polina Golland |
| 2019 | MICCAI | Unsupervised Deep Learning for Bayesian Brain MRI Segmentation. | Adrian V. Dalca, Evan M. Yu, Polina Golland, Bruce Fischl, Mert R. Sabuncu, Juan Eugenio Iglesias |
| 2019 | MICCAI | Patient-Specific Conditional Joint Models of Shape, Image Features and Clinical Indicators. | Bernhard Egger, Markus D. Schirmer, Florian Dubost, Marco J. Nardin, Natalia S. Rost, Polina Golland |
| 2019 | MICCAI | BrainPainter: A Software for the Visualisation of Brain Structures, Biomarkers and Associated Pathological Processes. | Razvan V. Marinescu, Arman Eshaghi, Daniel C. Alexander, Polina Golland |
| 2019 | MICCAI | Disease Knowledge Transfer Across Neurodegenerative Diseases. | Razvan V. Marinescu, Marco Lorenzi, Stefano B. Blumberg, Alexandra L. Young, Pere Planell-Morell, Neil P. Oxtoby, Arman Eshaghi, Keir X. Yong, Sebastian J. Crutch, Polina Golland, Daniel C. Alexander |
| 2019 | MICCAI | TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data. | Razvan V. Marinescu, Neil P. Oxtoby, Alexandra L. Young, Esther E. Bron, Arthur W. Toga, Michael W. Weiner, Frederik Barkhof, Nick C. Fox, Polina Golland, Stefan Klein, Daniel C. Alexander |
| 2019 | MICCAI | Fetal Pose Estimation in Volumetric MRI Using a 3D Convolution Neural Network. | Junshen Xu, Molin Zhang, Esra Abaci Turk, Larry Zhang, Patricia Ellen Grant, Kui Ying, Polina Golland, Elfar Adalsteinsson |
| 2018 | MICCAI | A Feature-Driven Active Framework for Ultrasound-Based Brain Shift Compensation. | Jie Luo, Matthew Toews, Ins Machado, Sarah F. Frisken, Miaomiao Zhang, Frank Preiswerk, Alireza Sedghi, Hongyi Ding, Steve Pieper, Polina Golland, Alexandra J. Golby, Masashi Sugiyama, William M. Wells III |
| 2018 | MICCAI | Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery. | Ins Machado, Matthew Toews, Jie Luo, Prashin Unadkat, Walid Essayed, Elizabeth George, Pedro Teodoro, Herculano Carvalho, Jorge Martins, Polina Golland, Steve Pieper, Sarah F. Frisken, Alexandra J. Golby, William M. Wells III, Yangming Ou |
| 2018 | MICCAI | Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease. | Danielle F. Pace, Adrian V. Dalca, Tom Brosch, Tal Geva, Andrew J. Powell, Jrgen Weese, Mehdi Hedjazi Moghari, Polina Golland |
| 2018 | MICCAI | Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification. | Jian Wang, William M. Wells III, Polina Golland, Miaomiao Zhang |
| 2017 | MICCAI | Fast Geodesic Regression for Population-Based Image Analysis. | Yi Hong, Polina Golland, Miaomiao Zhang |
| 2016 | MICCAI | Unsupervised Discovery of Emphysema Subtypes in a Large Clinical Cohort. | Polina Binder, Nematollah Kayhan Batmanghelich, Ral San Jos Estpar, Polina Golland |
| 2016 | MICCAI | Patch-Based Discrete Registration of Clinical Brain Images. | Adrian V. Dalca, Andreea Bobu, Natalia S. Rost, Polina Golland |
| 2016 | MICCAI | Temporal Registration in In-Utero Volumetric MRI Time Series. | Ruizhi Liao, Esra Abaci Turk, Miaomiao Zhang, Jie Luo, Patricia Ellen Grant, Elfar Adalsteinsson, Polina Golland |
| 2016 | MICCAI | Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations. | Miaomiao Zhang, William M. Wells III, Polina Golland |
| 2015 | MICCAI | A Latent Source Model for Patch-Based Image Segmentation. | George H. Chen, Devavrat Shah, Polina Golland |
| 2015 | MICCAI | Predictive Modeling of Anatomy with Genetic and Clinical Data. | Adrian V. Dalca, Ramesh Sridharan, Mert R. Sabuncu, Polina Golland |
| 2015 | MICCAI | Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion. | Georg Langs, Polina Golland, Satrajit S. Ghosh |
| 2015 | MICCAI | Interactive Whole-Heart Segmentation in Congenital Heart Disease. | Danielle F. Pace, Adrian V. Dalca, Tal Geva, Andrew J. Powell, Mehdi Hedjazi Moghari, Polina Golland |
| 2014 | MICCAI | Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors. | Adrian Vasile Dalca, Ramesh Sridharan, Lisa Cloonan, Kaitlin M. Fitzpatrick, Allison Kanakis, Karen L. Furie, Jonathan Rosand, Ona Wu, Mert R. Sabuncu, Natalia S. Rost, Polina Golland |
| 2014 | MICCAI | Atlas-Based Under-Segmentation. | Christian Wachinger, Polina Golland |
| 2014 | MICCAI | BrainPrint : Identifying Subjects by Their Brain. | Christian Wachinger, Polina Golland, Martin Reuter |
| 2014 | MICCAI | Gaussian Process Interpolation for Uncertainty Estimation in Image Registration. | Christian Wachinger, Polina Golland, Martin Reuter, William M. Wells III |
| 2013 | MICCAI | Quantification and Analysis of Large Multimodal Clinical Image Studies: Application to Stroke. | Ramesh Sridharan, Adrian V. Dalca, Kaitlin M. Fitzpatrick, Lisa Cloonan, Allison Kanakis, Ona Wu, Karen L. Furie, Jonathan Rosand, Natalia S. Rost, Polina Golland |
| 2013 | MICCAI | Detecting Epileptic Regions Based on Global Brain Connectivity Patterns. | Andrew Sweet, Archana Venkataraman, Steven M. Stufflebeam, Hesheng Liu, Naoro Tanaka, Joseph R. Madsen, Polina Golland |
| 2013 | MICCAI | Contour-Driven Regression for Label Inference in Atlas-Based Segmentation. | Christian Wachinger, Gregory C. Sharp, Polina Golland |
| 2012 | MICCAI | From Brain Connectivity Models to Identifying Foci of a Neurological Disorder. | Archana Venkataraman, Marek Kubicki, Polina Golland |
| 2012 | MICCAI | Spectral Label Fusion. | Christian Wachinger, Polina Golland |
| 2011 | ICASSP | Modeling anatomical heterogeneity in populations. | Polina Golland, Mert R. Sabuncu |
| 2011 | MICCAI | Segmentation of Nerve Bundles and Ganglia in Spine MRI Using Particle Filters. | Adrian V. Dalca, Giovanna Danagoulian, Ron Kikinis, Ehud J. Schmidt, Polina Golland |
| 2010 | CVPR | Nonparametric hierarchical Bayesian model for functional brain parcellation. | Danial Lashkari, Ramesh Sridharan, Ed Vul, Po-Jang Hsieh, Nancy Kanwisher, Polina Golland |
| 2010 | CVPR | Robust feature selection in resting-state fMRI connectivity based on population studies. | Archana Venkataraman, Marek Kubicki, Carl-Fredrik Westin, Polina Golland |
| 2010 | MICCAI | Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation. | Michal Depa, Mert R. Sabuncu, Godtfred Holmvang, Reza Nezafat, Ehud J. Schmidt, Polina Golland |
| 2010 | MICCAI | A Generative Model for Brain Tumor Segmentation in Multi-Modal Images. | Bjoern H. Menze, Koenraad Van Leemput, Danial Lashkari, Marc-Andr Weber, Nicholas Ayache, Polina Golland |
| 2010 | MICCAI | Morphology-Guided Graph Search for Untangling Objects: | Tammy Riklin Raviv, Vebjorn Ljosa, Annie L. Conery, Frederick M. Ausubel, Anne E. Carpenter, Polina Golland, Carolina Whlby |
| 2010 | MICCAI | Joint Generative Model for fMRI/DWI and Its Application to Population Studies. | Archana Venkataraman, Yogesh Rathi, Marek Kubicki, Carl-Fredrik Westin, Polina Golland |
| 2009 | ICASSP | Exploring functional connectivity in fMRI via clustering. | Archana Venkataraman, Koene R. A. Van Dijk, Randy L. Buckner, Polina Golland |
| 2009 | MICCAI | Modeling Adaptation Effects in fMRI Analysis. | Wanmei Ou, Tommi Raij, Fa-Hsuan Lin, Polina Golland, Matti S. Hmlinen |
| 2009 | MICCAI | Joint Segmentation of Image Ensembles via Latent Atlases. | Tammy Riklin Raviv, Koen Van Leemput, William M. Wells III, Polina Golland |
| 2009 | MICCAI | Supervised Nonparametric Image Parcellation. | Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Bruce Fischl, Polina Golland |
| 2009 | MICCAI | Asymmetric Image-Template Registration. | Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Tom Vercauteren, Polina Golland |
| 2009 | MICCAI | Task-Optimal Registration Cost Functions. | B. T. Thomas Yeo, Mert R. Sabuncu, Polina Golland, Bruce Fischl |
| 2008 | ACSSC | Spatial patterns and functional profiles for discovering structure in fMRI data. | Polina Golland, Danial Lashkari, Archana Venkataraman |
| 2008 | MICCAI | Analysis of Surfaces Using Constrained Regression Models. | Sune Darkner, Mert R. Sabuncu, Polina Golland, Rasmus R. Paulsen, Rasmus Larsen |
| 2008 | MICCAI | Discovering Structure in the Space of Activation Profiles in fMRI. | Danial Lashkari, Ed Vul, Nancy Kanwisher, Polina Golland |
| 2008 | MICCAI | Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI. | Koen Van Leemput, Akram Bakkour, Thomas Benner, Graham C. Wiggins, Lawrence L. Wald, Jean Augustinack, Bradford C. Dickerson, Polina Golland, Bruce Fischl |
| 2008 | MICCAI | A Distributed Spatio-temporal EEG/MEG Inverse Solver. | Wanmei Ou, Polina Golland, Matti S. Hmlinen |
| 2008 | MICCAI | Discovering Modes of an Image Population through Mixture Modeling. | Mert R. Sabuncu, Serdar K. Balci, Polina Golland |
| 2008 | MICCAI | Spherical Demons: Fast Surface Registration. | B. T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, Polina Golland |
| 2008 | MICCAI | Shape Analysis with Overcomplete Spherical Wavelets. | B. T. Thomas Yeo, Peng Yu, Patricia Ellen Grant, Bruce Fischl, Polina Golland |
| 2007 | ICCV | What Data to Co-register for Computing Atlases. | B. T. Thomas Yeo, Mert R. Sabuncu, Hartmut Mohlberg, Katrin Amunts, Karl Zilles, Polina Golland, Bruce Fischl |
| 2007 | ICCV | Cortical Folding Development Study based on Over-Complete Spherical Wavelets. | Peng Yu, B. T. Thomas Yeo, Patricia Ellen Grant, Bruce Fischl, Polina Golland |
| 2007 | MICCAI | Detection of Spatial Activation Patterns as Unsupervised Segmentation of fMRI Data. | Polina Golland, Yulia Golland, Rafael Malach |
| 2007 | MICCAI | Sources of Variability in MEG. | Wanmei Ou, Polina Golland, Matti S. Hmlinen |
| 2007 | MICCAI | Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy. | B. T. Thomas Yeo, Mert R. Sabuncu, Rahul Desikan, Bruce Fischl, Polina Golland |
| 2006 | CVPR | Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation. | Peng Yu, Xiao Han, Florent Sgonne, Rudolph Pienaar, Randy L. Buckner, Polina Golland, Patricia Ellen Grant, Bruce Fischl |
| 2006 | ICIP | Invertible Filter Banks on the 2-Sphere. | B. T. Thomas Yeo, Wanmei Ou, Polina Golland |
| 2006 | ICPR | Shape-based Discrimination and Classification of Cortical Surfaces. | Peng Yu, Xiao Han, Florent Sgonne, Arthur K. Liu, Russell A. Poldrack, Polina Golland, Bruce Fischl |
| 2005 | COLT | Permutation Tests for Classification. | Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko |
| 2002 | MICCAI | Discriminative Analysis for Image-Based Studies. | Polina Golland, Bruce Fischl, Mona Spiridon, Nancy Kanwisher, Randy L. Buckner, Martha Elizabeth Shenton, Ron Kikinis, Anders M. Dale, W. Eric L. Grimson |
| 2002 | MICCAI | Performance Issues in Shape Classification. | Samson J. Timoner, Polina Golland, Ron Kikinis, Martha Elizabeth Shenton, W. Eric L. Grimson, William M. Wells III |
| 2000 | CVPR | Fixed Topology Skeletons. | Polina Golland, W. Eric L. Grimson |
| 2000 | MICCAI | Small Sample Size Learning for Shape Analysis of Anatomical Structures. | Polina Golland, W. Eric L. Grimson, Martha Elizabeth Shenton, Ron Kikinis |
| 1998 | ICCV | Stereo Matching with Transparency and Matting. | Richard Szeliski, Polina Golland |
| 1998 | MICCAI | AnatomyBrowser: A Framework for Integration of Medical Information. | Polina Golland, Ron Kikinis, Christopher Umans, Michael Halle, Martha Elizabeth Shenton, Jens A. Richolt |