Polina Golland

George H. Chen, Christian Wachinger, Polina Golland: Sparse Projections of Medical Images onto Manifolds. CoRR abs/1303.5508 (2013)

Danial Lashkari, Ramesh Sridharan, Edward Vul, Po-Jang Hsieh, Nancy Kanwisher, Polina Golland: Search for patterns of functional specificity in the brain: A nonparametric hierarchical Bayesian model for group fMRI data. NeuroImage 59(2): 1348-1368 (2012)

Archana Venkataraman, Yogesh Rathi, Marek Kubicki, Carl-Fredrik Westin, Polina Golland: Joint Modeling of Anatomical and Functional Connectivity for Population Studies. IEEE Trans. Med. Imaging 31(2): 164-182 (2012)

Christian Wachinger, Polina Golland: Spectral Label Fusion. MICCAI (3) 2012: 410-417

Archana Venkataraman, Marek Kubicki, Polina Golland: From Brain Connectivity Models to Identifying Foci of a Neurological Disorder. MICCAI (1) 2012: 715-722

Nicholas Ayache, Hervé Delingette, Polina Golland, Kensaku Mori (Eds.): Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part I. Lecture Notes in Computer Science 7510, Springer 2012, isbn 978-3-642-33414-6

Nicholas Ayache, Hervé Delingette, Polina Golland, Kensaku Mori (Eds.): Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part II. Lecture Notes in Computer Science 7511, Springer 2012, isbn 978-3-642-33417-7

Nicholas Ayache, Hervé Delingette, Polina Golland, Kensaku Mori (Eds.): Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012 - 15th International Conference, Nice, France, October 1-5, 2012, Proceedings, Part III. Lecture Notes in Computer Science 7512, Springer 2012, isbn 978-3-642-33453-5

Georg Langs, Bjoern H. Menze, Danial Lashkari, Polina Golland: Detecting stable distributed patterns of brain activation using Gini contrast. NeuroImage 56(2): 497-507 (2011)

Polina Golland, Mert R. Sabuncu: Modeling anatomical heterogeneity in populations. ICASSP 2011: 5776-5779

Georg Langs, Danial Lashkari, Andrew Sweet, Yanmei Tie, Laura Rigolo, Alexandra Golby, Polina Golland: Learning an Atlas of a Cognitive Process in Its Functional Geometry. IPMI 2011: 135-146

Bjoern H. Menze, Koen Van Leemput, Antti Honkela, Ender Konukoglu, Marc-André Weber, Nicholas Ayache, Polina Golland: A Generative Approach for Image-Based Modeling of Tumor Growth. IPMI 2011: 735-747

Adrian V. Dalca, Giovanna Danagoulian, Ron Kikinis, Ehud J. Schmidt, Polina Golland: Segmentation of Nerve Bundles and Ganglia in Spine MRI Using Particle Filters. MICCAI (3) 2011: 537-545

George H. Chen, Evelina Fedorenko, Nancy Kanwisher, Polina Golland: Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain. MLINI 2011: 68-75

Wanmei Ou, William M. Wells III, Polina Golland: Combining spatial priors and anatomical information for fMRI detection. Medical Image Analysis 14(3): 318-331 (2010)

Tammy Riklin-Raviv, Koen Van Leemput, Bjoern H. Menze, William M. Wells III, Polina Golland: Segmentation of image ensembles via latent atlases. Medical Image Analysis 14(5): 654-665 (2010)

Danial Lashkari, Ed Vul, Nancy Kanwisher, Polina Golland: Discovering structure in the space of fMRI selectivity profiles. NeuroImage 50(3): 1085-1098 (2010)

Wanmei Ou, Aapo Nummenmaa, Jyrki Ahveninen, John W. Belliveau, Matti S. Hämäläinen, Polina Golland: Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation. NeuroImage 52(1): 97-108 (2010)

B. T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, Polina Golland: Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration. IEEE Trans. Med. Imaging 29(3): 650-668 (2010)

B. T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren, Daphne J. Holt, Katrin Amunts, Karl Zilles, Polina Golland, Bruce Fischl: Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex. IEEE Trans. Med. Imaging 29(7): 1424-1441 (2010)

Mert R. Sabuncu, B. T. Thomas Yeo, Koenraad Van Leemput, Bruce Fischl, Polina Golland: A Generative Model for Image Segmentation Based on Label Fusion. IEEE Trans. Med. Imaging 29(10): 1714-1729 (2010)

Carolina Wählby, Tammy Riklin-Raviv, Vebjorn Ljosa, Annie L. Conery, Polina Golland, Frederick M. Ausubel, Anne E. Carpenter: Resolving clustered worms via probabilistic shape models. ISBI 2010: 552-555

Michal Depa, Mert R. Sabuncu, Godtfred Holmvang, Reza Nezafat, Ehud J. Schmidt, Polina Golland: Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation. STACOM/CESC 2010: 85-94

Bjoern H. Menze, Koenraad Van Leemput, Danial Lashkari, Marc-André Weber, Nicholas Ayache, Polina Golland: A Generative Model for Brain Tumor Segmentation in Multi-Modal Images. MICCAI (2) 2010: 151-159

Archana Venkataraman, Yogesh Rathi, Marek Kubicki, Carl-Fredrik Westin, Polina Golland: Joint Generative Model for fMRI/DWI and Its Application to Population Studies. MICCAI (1) 2010: 191-199

Tammy Riklin Raviv, Vebjorn Ljosa, Annie L. Conery, Frederick M. Ausubel, Anne E. Carpenter, Polina Golland, Carolina Wählby: Morphology-Guided Graph Search for Untangling Objects: C. elegans Analysis. MICCAI (3) 2010: 634-641

Georg Langs, Yanmei Tie, Laura Rigolo, Alexandra Golby, Polina Golland: Functional Geometry Alignment and Localization of Brain Areas. NIPS 2010: 1225-1233

Danial Lashkari, Ramesh Sridharan, Polina Golland: Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations. NIPS 2010: 1252-1260

Wanmei Ou, Matti S. Hämäläinen, Polina Golland: A distributed spatio-temporal EEG/MEG inverse solver. NeuroImage 44(3): 932-946 (2009)

Mert R. Sabuncu, Serdar K. Balci, Martha Elizabeth Shenton, Polina Golland: Image-Driven Population Analysis Through Mixture Modeling. IEEE Trans. Med. Imaging 28(9): 1473-1487 (2009)

B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Jean-Marc Peyrat, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz: DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential. IEEE Trans. Med. Imaging 28(12): 1914-1928 (2009)

Archana Venkataraman, Koene R. A. Van Dijk, Randy L. Buckner, Polina Golland: Exploring functional connectivity in fMRI via clustering. ICASSP 2009: 441-444

Wanmei Ou, Aapo Nummenmaa, Matti S. Hämäläinen, Polina Golland: Multimodal Functional Imaging Using fMRI-Informed Regional EEG/MEG Source Estimation. IPMI 2009: 88-100

Danial Lashkari, Polina Golland: Exploratory fMRI Analysis without Spatial Normalization. IPMI 2009: 398-410

Tammy Riklin Raviv, Koen Van Leemput, William M. Wells III, Polina Golland: Joint Segmentation of Image Ensembles via Latent Atlases. MICCAI (1) 2009: 272-280

Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Tom Vercauteren, Polina Golland: Asymmetric Image-Template Registration. MICCAI (1) 2009: 565-573

B. T. Thomas Yeo, Mert R. Sabuncu, Polina Golland, Bruce Fischl: Task-Optimal Registration Cost Functions. MICCAI (1) 2009: 598-606

Wanmei Ou, Tommi Raij, Fa-Hsuan Lin, Polina Golland, Matti S. Hämäläinen: Modeling Adaptation Effects in fMRI Analysis. MICCAI (1) 2009: 1009-1017

Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leemput, Bruce Fischl, Polina Golland: Supervised Nonparametric Image Parcellation. MICCAI (1) 2009: 1075-1083

Thouis R. Jones, In Han Kang, Douglas B. Wheeler, Robert A. Lindquist, Adam Papallo, David M. Sabatini, Polina Golland, Anne E. Carpenter: CellProfiler Analyst: data exploration and analysis software for complex image-based screens. BMC Bioinformatics 9 (2008)

B. T. Thomas Yeo, Mert R. Sabuncu, Rahul Desikan, Bruce Fischl, Polina Golland: Effects of registration regularization and atlas sharpness on segmentation accuracy. Medical Image Analysis 12(5): 603-615 (2008)

B. T. Thomas Yeo, Wanmei Ou, Polina Golland: On the Construction of Invertible Filter Banks on the 2-Sphere. IEEE Transactions on Image Processing 17(3): 283-300 (2008)

B. T. Thomas Yeo, Tom Vercauteren, Pierre Fillard, Xavier Pennec, Polina Golland, Nicholas Ayache, Olivier Clatz: DTI registration with exact finite-strain differential. ISBI 2008: 700-703

Wanmei Ou, Polina Golland, Matti S. Hämäläinen: A Distributed Spatio-temporal EEG/MEG Inverse Solver. MICCAI (1) 2008: 26-34

Koen Van Leemput, Akram Bakkour, Thomas Benner, Graham Wiggins, Lawrence L. Wald, Jean Augustinack, Bradford C. Dickerson, Polina Golland, Bruce Fischl: Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI. MICCAI (1) 2008: 235-243

Mert R. Sabuncu, Serdar K. Balci, Polina Golland: Discovering Modes of an Image Population through Mixture Modeling. MICCAI (2) 2008: 381-389

B. T. Thomas Yeo, Peng Yu, P. Ellen Grant, Bruce Fischl, Polina Golland: Shape Analysis with Overcomplete Spherical Wavelets. MICCAI (1) 2008: 468-476

B. T. Thomas Yeo, Mert R. Sabuncu, Tom Vercauteren, Nicholas Ayache, Bruce Fischl, Polina Golland: Spherical Demons: Fast Surface Registration. MICCAI (1) 2008: 745-753

Sune Darkner, Mert R. Sabuncu, Polina Golland, Rasmus R. Paulsen, Rasmus Larsen: Analysis of Surfaces Using Constrained Regression Models. MICCAI (1) 2008: 842-849

Danial Lashkari, Ed Vul, Nancy Kanwisher, Polina Golland: Discovering Structure in the Space of Activation Profiles in fMRI. MICCAI (1) 2008: 1016-1024

Peng Yu, P. Ellen Grant, Yuan Qi, Xiao Han, Florent Ségonne, Rudolph Pienaar, E. Busa, Jenni Pacheco, Nikos Makris, Randy L. Buckner, Polina Golland, Bruce Fischl: Cortical Surface Shape Analysis Based on Spherical Wavelets. IEEE Trans. Med. Imaging 26(4): 582-597 (2007)

Daniel Rueckert, Polina Golland: Guest Editorial Special Issue on Mathematical Modeling in Biomedical Image Analysis. IEEE Trans. Med. Imaging 26(9): 1133-1135 (2007)

B. T. Thomas Yeo, Mert R. Sabuncu, Hartmut Mohlberg, Katrin Amunts, Karl Zilles, Polina Golland, Bruce Fischl: What Data to Co-register for Computing Atlases. ICCV 2007: 1-8

Peng Yu, B. T. Thomas Yeo, P. Ellen Grant, Bruce Fischl, Polina Golland: Cortical Folding Development Study based on Over-Complete Spherical Wavelets. ICCV 2007: 1-8

Polina Golland, Yulia Golland, Rafael Malach: Detection of Spatial Activation Patterns as Unsupervised Segmentation of fMRI Data. MICCAI (1) 2007: 110-118

B. T. Thomas Yeo, Mert R. Sabuncu, Rahul Desikan, Bruce Fischl, Polina Golland: Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy. MICCAI (1) 2007: 683-691

Wanmei Ou, Polina Golland, Matti S. Hämäläinen: Sources of Variability in MEG. MICCAI (2) 2007: 751-759

Danial Lashkari, Polina Golland: Convex Clustering with Exemplar-Based Models. NIPS 2007

B. T. Thomas Yeo, Wanmei Ou, Polina Golland: Invertible Filter Banks on the 2-Sphere. ICIP 2006: 2161-2164

Peng Yu, Xiao Han, Florent Ségonne, Arthur K. Liu, Russell A. Poldrack, Polina Golland, Bruce Fischl: Shape-based Discrimination and Classification of Cortical Surfaces. ICPR (3) 2006: 445-448

Polina Golland, W. Eric L. Grimson, Martha Elizabeth Shenton, Ron Kikinis: Detection and analysis of statistical differences in anatomical shape. Medical Image Analysis 9(1): 69-86 (2005)

Polina Golland, Feng Liang, Sayan Mukherjee, Dmitry Panchenko: Permutation Tests for Classification. COLT 2005: 501-515

W. Eric L. Grimson, Polina Golland: Analyzing Anatomical Structures: Leveraging Multiple Sources of Knowledge. CVBIA 2005: 3-12

Thouis R. Jones, Anne E. Carpenter, Polina Golland: Voronoi-Based Segmentation of Cells on Image Manifolds. CVBIA 2005: 535-543

Wanmei Ou, Polina Golland: From Spatial Regularization to Anatomical Priors in fMRI Analysis. IPMI 2005: 88-100

Polina Golland, Bruce Fischl: Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies. IPMI 2003: 330-341

Samson J. Timoner, Polina Golland, Ron Kikinis, Martha Elizabeth Shenton, W. Eric L. Grimson, William M. Wells III: Performance Issues in Shape Classification. MICCAI (1) 2002: 355-362

Polina Golland, Bruce Fischl, Mona Spiridon, Nancy Kanwisher, Randy L. Buckner, Martha Elizabeth Shenton, Ron Kikinis, Anders M. Dale, W. Eric L. Grimson: Discriminative Analysis for Image-Based Studies. MICCAI (1) 2002: 508-515

Polina Golland, W. Eric L. Grimson, Martha Elizabeth Shenton, Ron Kikinis: Deformation Analysis for Shape Based Classification. IPMI 2001: 517-530

Polina Golland: Discriminative Direction for Kernel Classifiers. NIPS 2001: 745-752

Polina Golland, W. Eric L. Grimson: Fixed Topology Skeletons. CVPR 2000: 1010-1017

Polina Golland, W. Eric L. Grimson, Martha Elizabeth Shenton, Ron Kikinis: Small Sample Size Learning for Shape Analysis of Anatomical Structures. MICCAI 2000: 72-82

Richard Szeliski, Polina Golland: Stereo Matching with Transparency and Matting. International Journal of Computer Vision 32(1): 45-61 (1999)

Polina Golland, W. Eric L. Grimson, Ron Kikinis: Statistical Shape Analysis Using Fixed Topology Skeletons: Corpus Callosum Study. IPMI 1999: 382-387

Richard Szeliski, Polina Golland: Stereo Matching with Transparency and Matting. ICCV 1998: 517-526

Polina Golland, Ron Kikinis, Christopher Umans, Michael Halle, Martha Elizabeth Shenton, Jens A. Richolt: AnatomyBrowser: A Framework for Integration of Medical Information. MICCAI 1998: 720-731

Polina Golland, Alfred M. Bruckstein: Motion from Color. Computer Vision and Image Understanding 68(3): 346-362 (1997)

Polina Golland, Alfred M. Bruckstein: Why R.G.B.? Or How to Design Color Displays for Martians. CVGIP: Graphical Model and Image Processing 58(5): 405-412 (1996)