Polina Golland
Orcid: 0000-0003-2516-731XAffiliations:
- MIT Computer Science and Artificial Intelligence Laboratory, Cambridge, USA
According to our database1,
Polina Golland
authored at least 194 papers
between 1996 and 2024.
Collaborative distances:
Collaborative distances:
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Bibliography
2024
FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model.
CoRR, 2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
IEEE Trans. Medical Imaging, November, 2023
Accurate Bayesian segmentation of thalamic nuclei using diffusion MRI and an improved histological atlas.
NeuroImage, July, 2023
IEEE Trans. Medical Imaging, June, 2023
Symmetric Volume Maps: Order-invariant Volumetric Mesh Correspondence with Free Boundary.
ACM Trans. Graph., 2023
Trans. Mach. Learn. Res., 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
CoRR, 2023
Proceedings of the Machine Learning for Healthcare Conference, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
Domain-Agnostic Segmentation of Thalamic Nuclei from Joint Structural and Diffusion MRI.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series.
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2023
Feature Selection for Malapposition Detection in Intravascular Ultrasound - A Comparative Study.
Proceedings of the Applications of Medical Artificial Intelligence, 2023
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the Information Processing in Medical Imaging, 2023
2022
IEEE Trans. Medical Imaging, 2022
Neuroinformatics, 2022
Learned iterative segmentation of highly variable anatomy from limited data: Applications to whole heart segmentation for congenital heart disease.
Medical Image Anal., 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Proceedings of the Resource-Efficient Medical Image Analysis - First MICCAI Workshop, 2022
Fast Auto-differentiable Digitally Reconstructed Radiographs for Solving Inverse Problems in Intraoperative Imaging.
Proceedings of the Clinical Image-Based Procedures - 11th Workshop, 2022
Proceedings of the Perinatal, Preterm and Paediatric Image Analysis, 2022
2021
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast.
NeuroImage, 2021
Hypernet-Ensemble Learning of Segmentation Probability for Medical Image Segmentation with Ambiguous Labels.
CoRR, 2021
Segmentation of Anatomical Layers and Artifacts in Intravascular Polarization Sensitive Optical Coherence Tomography Using Attending Physician and Boundary Cardinality Lost Terms.
CoRR, 2021
Proceedings of the Machine Learning for Health, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021
3D-StyleGAN: A Style-Based Generative Adversarial Network for Generative Modeling of Three-Dimensional Medical Images.
Proceedings of the Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, 2021
2020
IEEE Trans. Medical Imaging, 2020
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Enhanced Detection of Fetal Pose in 3D MRI by Deep Reinforcement Learning with Physical Structure Priors on Anatomy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
3D Fetal Pose Estimation with Adaptive Variance and Conditional Generative Adversarial Network.
Proceedings of the Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis, 2020
Semi-supervised Learning for Fetal Brain MRI Quality Assessment with ROI Consistency.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Spatial-Intensity Transform GANs for High Fidelity Medical Image-to-Image Translation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Joint Modeling of Chest Radiographs and Radiology Reports for Pulmonary Edema Assessment.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
A topological encoding convolutional neural network for segmentation of 3D multiphoton images of brain vasculature using persistent homology.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Deformable MRI-Ultrasound registration using correlation-based attribute matching for brain shift correction: Accuracy and generality in multi-site data.
NeuroImage, 2019
BrainPainter: A software for the visualisation of brain structures, biomarkers and associated pathological processes.
CoRR, 2019
Semi-supervised Learning for Quantification of Pulmonary Edema in Chest X-Ray Images.
CoRR, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
TADPOLE Challenge: Accurate Alzheimer's Disease Prediction Through Crowdsourced Forecasting of Future Data.
Proceedings of the Predictive Intelligence in Medicine - Second International Workshop, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
BrainPainter: A Software for the Visualisation of Brain Structures, Biomarkers and Associated Pathological Processes.
Proceedings of the Multimodal Brain Image Analysis and Mathematical Foundations of Computational Anatomy, 2019
Patient-Specific Conditional Joint Models of Shape, Image Features and Clinical Indicators.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Joint Inference on Structural and Diffusion MRI for Sequence-Adaptive Bayesian Segmentation of Thalamic Nuclei with Probabilistic Atlases.
Proceedings of the Information Processing in Medical Imaging, 2019
2018
Non-rigid registration of 3D ultrasound for neurosurgery using automatic feature detection and matching.
Int. J. Comput. Assist. Radiol. Surg., 2018
Using the variogram for vector outlier screening: application to feature-based image registration.
Int. J. Comput. Assist. Radiol. Surg., 2018
Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Iterative Segmentation from Limited Training Data: Applications to Congenital Heart Disease.
Proceedings of the Deep Learning in Medical Image Analysis - and - Multimodal Learning for Clinical Decision Support, 2018
Deformable MRI-Ultrasound Registration via Attribute Matching and Mutual-Saliency Weighting for Image-Guided Neurosurgery.
Proceedings of the Simulation, Image Processing, and Ultrasound Systems for Assisted Diagnosis and Navigation, 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
2017
IEEE Trans. Biomed. Eng., 2017
Probabilistic modeling of anatomical variability using a low dimensional parameterization of diffeomorphisms.
Medical Image Anal., 2017
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
Proceedings of the Information Processing in Medical Imaging, 2017
2016
A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation - With Application to Tumor and Stroke.
IEEE Trans. Medical Imaging, 2016
Medical Image Anal., 2016
Low-Dimensional Statistics of Anatomical Variability via Compact Representation of Image Deformations.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Proceedings of the Patch-Based Techniques in Medical Imaging, 2016
Proceedings of the Machine Learning in Medical Imaging - 7th International Workshop, 2016
2015
IEEE Trans. Medical Imaging, 2015
Diverse Landmark Sampling from Determinantal Point Processes for Scalable Manifold Learning.
CoRR, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Predicting Activation Across Individuals with Resting-State Functional Connectivity Based Multi-Atlas Label Fusion.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
Proceedings of the Information Processing in Medical Imaging, 2015
2014
Coping with confounds in multivoxel pattern analysis: What should we do about reaction time differences? A comment on Todd, Nystrom & Cohen 2013.
NeuroImage, 2014
Decoupling function and anatomy in atlases of functional connectivity patterns: Language mapping in tumor patients.
NeuroImage, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Segmentation of Cerebrovascular Pathologies in Stroke Patients with Spatial and Shape Priors.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Bayesian and grAphical Models for Biomedical Imaging, 2014
2013
From Connectivity Models to Region Labels: Identifying Foci of a Neurological Disorder.
IEEE Trans. Medical Imaging, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Quantification and Analysis of Large Multimodal Clinical Image Studies: Application to Stroke.
Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
Proceedings of the Information Processing in Medical Imaging, 2013
2012
IEEE Trans. Medical Imaging, 2012
Search for patterns of functional specificity in the brain: A nonparametric hierarchical Bayesian model for group fMRI data.
NeuroImage, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012
2011
NeuroImage, 2011
Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the Information Processing in Medical Imaging, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
Ranking of stopping criteria for log domain diffeomorphic demons application in clinical radiation therapy.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex.
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
IEEE Trans. Medical Imaging, 2010
Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation.
NeuroImage, 2010
Medical Image Anal., 2010
Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation.
Proceedings of the Statistical Atlases and Computational Models of the Heart, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Robust feature selection in resting-state fMRI connectivity based on population studies.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010
2009
IEEE Trans. Medical Imaging, 2009
IEEE Trans. Medical Imaging, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Multimodal Functional Imaging Using fMRI-Informed Regional EEG/MEG Source Estimation.
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the Information Processing in Medical Imaging, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
IEEE Trans. Image Process., 2008
Medical Image Anal., 2008
CellProfiler Analyst: data exploration and analysis software for complex image-based screens.
BMC Bioinform., 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008
2007
IEEE Trans. Medical Imaging, 2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the International Conference on Image Processing, 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Medical Image Anal., 2005
Proceedings of the Information Processing in Medical Imaging, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Computer Vision for Biomedical Image Applications, 2005
Proceedings of the Learning Theory, 18th Annual Conference on Learning Theory, 2005
2003
Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies.
Proceedings of the Information Processing in Medical Imaging, 2003
2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2002
2001
Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001
Proceedings of the Information Processing in Medical Imaging, 2001
2000
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2000
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000
1999
Proceedings of the Information Processing in Medical Imaging, 1999
1998
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 1998
1997
1996
CVGIP Graph. Model. Image Process., 1996