Polina Golland


photo courtesy Allegra Boverman
Contact:
MIT CSAIL
32 Vassar Street 32-D470
Cambridge, MA 02139
tel: 617-253-8005
email: polina at csail.mit.edu
Directions to my office

Assistant: Fern DeOliveira
32 Vassar Street 32-D429
Cambridge, MA 02139
tel: 617-253-5860
email: fern at csail.mit.edu

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Last updated
Mar 21, 2014

Publications

A. Venkataraman, M. Kubicki, and P. Golland. From Connectivity Models to Region Labels: Identifying Foci of a Neurological Disorder. IEEE Transactions on Medical Imaging, 32(11):2078-2098, 2013.

G.H. Chen, C. Wachinger, and P. Golland. Sparse Projections of Medical Images onto Manifolds. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 7917:292-303, 2013.

N.K. Batmanghelich, A.V. Dalca, M.R. Sabuncu, and P. Golland. Joint Modeling of Imaging and Genetics. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 7917:766-777, 2013.

A. Sweet, A. Venkataraman, S.M. Stufflebeam, H. Liu, N. Tanaka, J. Madsen, and P. Golland. Detecting Epileptic Regions Based on Global Brain Connectivity Patterns. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 8149:98-105, 2013.

C. Wachinger, G.C. Sharp, and P. Golland. Contour-Driven Regression for Label Inference in Atlas-Based Segmentation. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 8151:211-218, 2013.

R. Sridharan*, A.V. Dalca*, K.M. Fitzpatrick, L. Cloonan, A. Kanakis, O. Wu, K.L. Furie, J. Rosand, N.S. Rost, and P. Golland. Quantification and Analysis of Large Multimodal Clinical Image Studies: Application to Stroke. In Proc. MBIA: MICCAI Workshop on Multimodal Brain Image Analysis, LNCS 8159:18-30, 2013.

 

E. Vul, D. Lashkari, P.-J. Hsieh, P. Golland, and N.G. Kanwisher. Data-driven functional clustering reveals dominance of face, place, and body selectivity in the ventral visual pathway. Journal of Neurophysiology, 108:2306-2322, 2012.

D. Lashkari, R. Sridharan, E. Vul, P.-J. Hsieh, N.G. Kanwisher, and P. 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.

A. Venkataraman, Y. Rathi, M. Kubicki, C.-F. Westin, and P. Golland. Joint Modeling of Anatomical and Functional Connectivity for Population Studies. IEEE Transactions on Medical Imaging, 31(2):164-182, 2012.

A. Venkataraman, T.J. Whitford, C-F. Westin, P. Golland, and M. Kubicki. Whole Brain Resting State Functional Connectivity Abnormalities in Schizophrenia. Schizophrenia Research, 139(1-3):7-12, 2012.

C. Wahlby, L. Kamentsky, Z.H. Liu, T. Riklin-Raviv, A.L. Conery, E.J. O'Rourke, K.L. Sokolnicki O. Visvikis, V. Ljosa, J.E. Irazoqui, P. Golland, G. Ruvkun, F.M. Ausubel, and A.E. Carpenter. An Image Analysis Toolbox for High-throughput C. Elegans Assays. Nature Methods, 9:714-718, 2012.

A. Venkataraman, M. Kubicki, and P. Golland. From Brain Connectivity Models to Identifying Foci of a Neurological Disorder. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 7510:715-722, 2012.

C. Wachinger and P. Golland. Spectral Label Fusion. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervenion, LNCS 7512:410-417, 2012.

G. Chen, E. Fedorenko, N.G. Kanwisher, and P. Golland. Deformation-Invariant Sparse Coding for Modeling Spatial Variability of Functional Patterns in the Brain. In Proc. Neural Information Processing Systems (NIPS) Workshop on Machine Learning and Interpretation in Neuroimaging (MLNI), LNAI 7263:68-75, 2012.

 

G. Langs, B.H. Menze, D. Lashkari, and P. Golland. Detecting Stable Distributed Patterns of Brain Activation Using Gini Contrast. NeuroImage, 56(2):497-507, 2011.

A. Dalca, G. Danagoulian, R. Kikinis, E. Schmidt, and P. Golland. Segmentation of Nerve Bundles and Ganglia in Spine MRI Using Particle Filters. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervenion, LNCS 6893:537-545, 2011.

B.H. Menze, K. Van Leemput, A. Honkela, E. Konukoglu, M.-A. Weber, N. Ayache, and P. Golland. A Generative Approach to the Image-Based Modeling of Tumor Growth. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 6801:735-747, 2011.

G. Langs, D. Lashkari, A. Sweet, Y. Tie, L. Rigolo, A.J. Golby, and P. Golland. Learning an Atlas of a Cognitive Process via Functional Geometry. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 6801:135-146, 2011.

M. Depa, G. Holmvang, E.J. Schmidt, P. Golland and M.R. Sabuncu. Towards Efficient Label Fusion by Pre-Alignment of Training Data. In Proc. MICCAI Workshop on Multi-atlas Labeling and Statistical Fusion, 38-46, 2011.

 

M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, B. Fischl, and P. Golland. A Generative Model for Image Segmentation Based on Label Fusion. IEEE Transactions on Medical Imaging, 29(10):1714-1729, 2010.

B.T.T. Yeo, M.R. Sabuncu, T. Vercauteren, D. Holt, K. Amunts, K. Zilles, P. Golland, and B. Fischl. Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex. IEEE Transactions on Medical Imaging, 29(7):1424-1441, 2010.

W. Ou, A. Nummenmaa, J. Ahveninen, J.W. Belliveau, M.S. Hamäläinen, and P. Golland. Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation. NeuroImage, 52(1):97-108, 2010.

D. Lashkari, E. Vul, N.G. Kanwisher, and P. Golland. Discovering Structure in the Space of fMRI Selectivity Profiles. NeuroImage, 50(3):1085-1098, 2010.

W. Ou, W.M. Wells III, and P. Golland. Combining Spatial Priors and Anatomical Information for fMRI Detection. Medical Image Analysis, 14(3):318-331, 2010.

B.T.T. Yeo, M.R. Sabuncu, T. Vercauteren, N. Ayache, B. Fischl and P. Golland. Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration. IEEE Transactions on Medical Imaging, 29(3):650-668, 2010.

T. Riklin-Raviv, K. Van Leemput, B. Menze, W.M. Wells III, and P. Golland. Joint Segmentation of Image Ensembles via Latent Atlases. Medical Image Analysis, 14(5):654-665, 2010.

A. Venkataraman, Y. Rathi, M. Kubicki, C-F. Westin and P. Golland. Joint Generative Model for fMRI/DWI and its Application to Population Studies. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervenion, LNCS 6361:191-199, 2010.

B. Menze, K. Van Leemput, D. Lashkari, M.A. Weber, N. Ayache, and P. Golland. A Generative Model for Brain Tumor Segmentation in Multi-modal Images. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 6362:151-159, 2010.

T. Riklin-Raviv, V. Ljosa, A. Conery, F. Ausubel, A. Carpenter, P. Golland, C. Wahlby. Morphology-Guided Graph Search for Untangling Objects: C. elegans Analysis. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 6363:634-641, 2010.

D. Lashkari, R. Sridharan, and P. Golland. Categories and Functional Units: An Infinite Hierarchical Model for Brain Activations. In Advances in Neural Information Processing Systems 23, 1252--1260, 2010.

G. Langs, Y. Tie, L. Rigolo, A.J. Golby, and P. Golland. Functional Geometry Alignment for Localization of Brain Areas. In Advances in Neural Information Processing Systems 23, 1225-1233, 2010.

D. Lashkari, R. Sridharan, E. Vul, P.-J. Hsieh, N. Kanwisher, and P. Golland. Nonparametric Hierarchical Bayesian Model for Functional Brain Parcellation. In Proc. MMBIA: IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 2010.

A. Venkataraman, M. Kubicki, C.-F. Westin, and P. Golland. Robust Feature Selection in Resting-State fMRI Connectivity Based on Population Studies. In Proc. MMBIA: IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 2010.

M. Depa, M.R. Sabuncu, G. Holmvang, R. Nezafat, E.J. Schmidt, and P. Golland. Robust Atlas-Based Segmentation of Highly Variable Anatomy: Left Atrium Segmentation. In Proc. of MICCAI Workshop on Statistical Atlases and Computational Models of the Heart: Mapping Structure and Function, LNCS 6364:85-94, 2010.

G. Langs, Y. Tie, L. Rigolo, A.J. Golby, and P. Golland. Localization of Language Areas in Brain Tumor Patients Based by Functional Geometry Alignment. In Proc. of MICCAI Workshop on Computational Imaging Biomarkers for Tumors, 2010.

C. Wahlby, T. Riklin-Raviv, V. Ljosa, A.L. Conery, P. Golland, F.M. Ausubel, and A.E. Carpenter. Resolving Clustered Worms via Probabilistic Shape Model. In Proc. ISBI: IEEE International Symposium on Biomedical Imaging: From Nano to Micro, 552-555, 2010.

 

M.R. Sabuncu, S.K. Balci, M.E. Shenton, and P. Golland. Image-Driven Population Analysis Through Mixture Modeling. IEEE Transactions on Medical Imaging, 28(9):1473 - 1487, 2009.

W. Ou, M.S. Hamäläinen, and P. Golland. A Distributed Spatio-Temporal EEG/MEG Inverse Solver. NeuroImage, 44(3):932-946, 2009.

B.T.T. Yeo, T. Vercauteren, P. Fillard, J-M. Peyrat, X. Pennec, P. Golland, N. Ayache, and O. Clatz. DT-REFinD: Diffusion Tensor Registration with Exact Finite-Strain Differential. IEEE Transactions on Medical Imaging, 28(12):1914-1928, 2009.

K. Van Leemput, A. Bakkour, T. Benner, G. Wiggins, L.L. Wald, J. Augustinack, B.C. Dickerson, P. Golland, and B. Fischl. Automated Segmentation of Hippocampal Subfields from Ultra-High Resolution In Vivo MRI. Hippocampus, 19:549-557, 2009.

T.R. Jones, A.E. Carpenter, M.R. Lamprecht, J. Moffat, S.J. Silver, J.K. Grenier, A.B. Castoreno, U.S. Eggert, D.E. Root, P. Golland, and D.M. Sabatini. Scoring diverse cellular morphologies in image-based screens with iterative feedback and machine learning. PNAS, A 106(6):1826-1831, 2009.

D. Lashkari and P. Golland. Co-Clustering with Generative Models. MIT CSAIL Technical Report, MIT-CSAIL-TR-2009-054, 2009.

M.R. Sabuncu, B.T.T Yeo, K. Van Leemput, B. Fischl, and P. Golland. Supervised Nonparametric Image Parcellation. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5762:1075-1083, 2009.

T. Riklin-Raviv, K. Van Leemput, W.M. Wells III, and P. Golland. Joint Segmentation of Image Ensembles via Latent Atlases. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5761:272-280, 2009. MICCAI Young Scientist Award.

B.T.T. Yeo, M.R. Sabuncu, P. Golland, and B. Fischl. Task-Optimal Registration Cost Functions. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5761:598-606, 2009.

M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, T. Vercauteren, and P. Golland. Asymmetric Image-Template Registration. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5761:565-573, 2009.

W. Ou, T. Raij, F.-H. Lin, P. Golland, and M. Hamalainen. Modeling Adaptation Effects in fMRI Analysis. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5761:1009-1017, 2009.

D. Lashkari and P. Golland. Exploratory fMRI Analysis without Spatial Normalization. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 5636:398-410, 2009. Honorable Mention for the Erbsmann Award.

W. Ou, A. Nummenmaa, M.S. Hamäläinen, and P. Golland. Multimodal Functional Imaging Using fMRI-Informed Regional EEG/MEG Source Estimation. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 5636:88-100, 2009.

A. Venkataraman, K.R.A Van Dijk, R.L. Buckner, and P. Golland. Exploring functional connectivity in fMRI via clustering. In Proc. ICASSP: IEEE International Conference on Acoustics, Speech and Signal Processing, 441-444, 2009.

M.R. Sabuncu, B.T.T. Yeo, K. Van Leemput, B. Fischl, and P. Golland. Nonparametric Mixture Models for Supervised Image Parcellation. In Proc. MICCAI Workshop on Probabilistic Models for Medical Image Analysis, 301-313, 2009.

T. Riklin-Raviv, B.H. Menze, K. Van Leemput, B. Stieltjes, M.A. Weber, N. Ayache, W.M. Wells III, and P. Golland. Joint Segmentation via Patient-Specific Latent Anatomy Model. In Proc. MICCAI Workshop on Probabilistic Models for Medical Image Analysis, 244-255, 2009.

 

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

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

Y. Golland, P. Golland, S. Bentin, and R. Malach. Data-driven clustering reveals a fundamental subdivision of the human cortex into two global systems. Neuropsychologia, 46(2):540-553, 2008.

T.R. Jones, I.-H. Kang, D.B. Wheeler, R.A. Lindquist, A. Papallo, D.M. Sabatini, P. Golland and A.E. Carpenter. CellProfiler Analyst: data exploration and analysis software for complex image-based screens. BMC Bioinformatics 9:482, 2008. (open access)

D. Lashkari and P. Golland. Convex Clustering with Exemplar-Based Models. Advances in Neural Information Processing Systems, 20:825-832, 2008.

M.R. Sabuncu, S.K. Balci and P. Golland. Discovering Modes of an Image Population through Mixture Modeling. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5342:381-389, 2008.

D. Lashkari, E. Vul, N.G. Kanwisher, and P. Golland. Discovering Structure in the Space of Activation Profiles in fMRI. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241:1015-1024, 2008.

B.T.T. Yeo, M.R. Sabuncu, T. Vercauteren, N. Ayache, B. Fischl and P. Golland. Spherical Demons: Fast Surface Registration. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241:745-753, 2008. Runner up for MICCAI Young Scientist Award.

B.T.T. Yeo, P. Yu, P.E. Grant, B. Fischl, and P. Golland. Shape Analysis with Overcomplete Spherical Wavelets. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241:468-476, 2008.

K. Van Leemput, A. Bakkour, T. Benner, G. Wiggins, L.L. Wald, J. Augustinack, B.C. Dickerson, P. Golland, and B. Fischl. Model-Based Segmentation of Hippocampal Subfields in Ultra-High Resolution In Vivo MRI. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241:235-243, 2008.

W. Ou, P. Golland, and M.S. Hamäläinen. A Distributed Spatio-Temporal EEG/MEG Inverse Solver. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241: 26-34, 2008. Runner up for MICCAI Young Scientist Award.

S. Darkner, M.R. Sabuncu, P. Golland, R. Paulsen and R. Larsen. Analysis of Surfaces Using Constrained Regression Models. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 5241:842-849, 2008.

B.T.T. Yeo, T. Vercauteren, P. Fillard, X. Pennec, P. Golland, N. Ayache, and O. Clatz. DTI registration with exact finite-strain differential. In Proc. ISBI: IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 700-703, 2008.

S.K. Balci, M.R. Sabuncu, J. Yoo, S.S. Ghosh, S. Whitefield-Gabrieli, J.D.E Gabrieli and P. Golland. Prediction of Successful Memory Encoding from fMRI Data. In Proc. MICCAI Workshop on Analysis of Functional Medical Images, 97-104, 2008.

P. Golland, D. Lashkari, and A. Venkataraman. Spatial Patterns and Functional Profiles for Discovering Structure in fMRI Data. Invited paper. In Proc. Asilomar Conference on Signals, Systems & Computers, 1402-1409, 2008.

 

P. Yu, P.E. Grant, Y. Qi, X. Han, F. Segonne, R. Pienaar, E. Busa, J. Pacheco, N. Makris, R.L. Buckner, P. Golland, B. Fischl. Cortical Surface Shape Analysis Based on Spherical Wavelets. IEEE Transactions on Medical Imaigng, 26(4):582-597, 2007.

P. Golland, Y. Golland, R. Malach. Detection of Spatial Activation Patterns As Unsupervised Segmentation of fMRI Data. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 4791:110-118, 2007.

W. Ou, P. Golland, and M. Hamalainen. Sources of Variability in MEG. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 4792:751-759, 2007.

B.T.T. Yeo, M.R. Sabuncu, R. Desikan, B. Fischl, P. Golland. Effects of Registration Regularization and Atlas Sharpness on Segmentation Accuracy. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 4791:683-691, 2007. MICCAI Young Scientist Award.

P. Yu, B.T.T. Yeo, P.E. Grant, B. Fischl, P. Golland. Cortical Folding Development Study based on Over-Complete Spherical Wavelets. In Proc. MMBIA: IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 2007.

B.T.T. Yeo, M.R. Sabuncu, H. Mohlberg, K. Amuntsfferent, K. Zilles, P. Golland, B. Fischl. What Data to Co-register for Computing Atlases. In Proc. MMBIA: IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 2007.

M.R. Sabuncu, M.E. Shenton, P. Golland. Joint Registration and Clustering of Images. In Proc. MICCAI 2007 Statistical Registration Workshop: Pair-wise and Group-wise Alignment and Atlas Formation, 47-54, 2007.

S.K. Balci, P. Golland, M.E. Shenton, W.M. Wells III. Free-Form B-spline Deformation Model for Groupwise Registration. In Proc. MICCAI 2007 Statistical Registration Workshop: Pair-wise and Group-wise Alignment and Atlas Formation, 23-30, 2007.

T.M. Ngo, C.-F. Westin and P. Golland. A White Matter Stochastic Tractography System. In Proc. MICCAI 2007 Workshop on Open-Source and Open-Data, 95-105, 2007.

S.K. Balci, P. Golland and W.M. Wells III. Non-rigid Groupwise Registration using B-Spline Deformation Model. In Proc. MICCAI 2007 Workshop on Open-Source and Open-Data, 106-122, 2007.

 

A.E. Carpenter, T.R. Jones, M.R. Lamprecht, C. Clarke, I.H. Kang, O. Friman, D.A. Guertin, J.H. Chang, R.A. Lindquist, J. Moffat, P. Golland and D.M. Sabatini. CellProfiler: image analysis software for identifying and quantifying cell phenotypes. Genome Biology 7(10):R100, 2006.

P. Yu, X. Han, F. Segonne, R. L. Buckner, R. Pienaar, P. Golland, P. E. Grant and B. Fischl. Cortical Surface Shape Analysis Based on Spherical Wavelet Transformation. In Proc. MMBIA: IEEE Computer Society Workshop on Mathematical Methods in Biomedical Image Analysis, 60-67, 2006.

B.T.T. Yeo, W. Ou, P. Golland. Invertible Filter Banks on the 2-Sphere. In Proc. ICIP: International Conference in Image Processing, 2161-2164, 2006.

P. Yu, X. Han, F. Segonne, A. K. Liu, R. A. Poldrack, P. Golland, and B. Fischl. Shape-based Discrimination and Classification of Cortical surface. In Proc. ICPR: International Conference on Pattern Recognition, 445-448, 2006.

T. R. Jones, A. E. Carpenter, D. M. Sabatini, P. Golland. Methods for High-Content, High-Throughput Image-Based Cell Screening. In Proc. the First MICCAI Workshop on Microscopic Image Analysis with Applications in Biology, 65-72, 2006.

 

P. Golland, W.E.L. Grimson, M.E. Shenton, R. Kikinis. Detection and Analysis of Statistical Differences in Anatomical Shape. Medical Image Analysis, 9(1):69-86, 2005.

W. Ou, P. Golland. From Spatial Regularization to Anatomical Priors in fMRI Analysis. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 3565:88-100, 2005.

P. Golland, F. Liang, S. Mukherjee, D. Panchenko. Permutation Tests for Classification. In Proc. COLT: Annual Conference on Learning Theory, LNCS 3559:501-515, 2005.

T.R. Jones, A. E. Carpenter, and P. Golland. Voronoi-based segmentation of cells on image manifolds. In Proc. ICCV Workshop on Computer Vision for Biomedical Image Applications, LNCS 3765:535-543, 2005.

W.E.L. Grimson and P. Golland. Analyzing Anatomical Structures: Leveraging Multiple Sources of Knowledge. Invited paper. In Proc. ICCV Workshop on Computer Vision for Biomedical Image Applications, LNCS 3765:3-12, 2005.

 

P. Golland and B. Fischl. Permutation Tests for Classification: Towards Statistical Significance in Image-Based Studies. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 2732:330- 341, 2003.

S. Mukherjee, P. Golland and D. Panchenko. Permutation Tests for Classification. MIT AI Lab Memo, AIM-2003-019, 2003.

 

P. Golland. Discriminative Direction for Kernel Classifiers. In Proc. NIPS: Advances in Neural Information Processing Systems 14, 745-752, 2002.

P. Golland, B. Fischl, M. Spiridon, N. Kanwisher, R.L. Buckner, M.E. Shenton, R. Kikinis, A. Dale, W.E.L. Grimson. Discriminative Analysis for Image-Based Studies. In Proceedings of MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 2488:508-515, 2002.

S.J. Timoner, P. Golland, R. Kikinis, M.E. Shenton, W.E.L. Grimson, W.M. Wells. Performance issues in shape classification. In Proc. MICCAI: International Conference on Medical Image Computing and Computer Assisted Intervention, LNCS 2488:355-362, 2002.

M. Frumin, P. Golland, R. Kikinis, Y. Hirayasu, D.F. Salisbury, J. Hennen, C.C. Dickey, M. Anderson, I.A. Fischer, D. Yurgelun-Todd, F.A. Jolesz, W.E.L. Grimson, R.W. McCarley, M.E. Shenton. Shape Differences in the Corpus Callosum in First Psychotic Episode Schizophrenia and First Psychotic Episode Affective Disorder. American Journal of Psychiatry, 159:866-868, 2002.

 

P. Golland. Statistical Shape Analysis of Anatomical Structures. MIT PhD Thesis. 2001.

P. Golland, W.E.L. Grimson, M.E. Shenton, R. Kikinis. Deformation Analysis for Shaped Based Classification. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 2082:517-530, 2001.

P. Golland, R. Kikinis, M. Halle, C. Umans, W.E.L. Grimson, M.E. Shenton, J.A. Richolt. AnatomyBrowser: A Novel Approach to Visualization and Integration of Medical Information. Invited paper. Yearbook of Medical Informatics 2001, Eds. R. Haux and C. Kulikowski, 414-428, Schattauer, Germany, 2001.

 

P. Golland and W.E.L. Grimson. Fixed Topology Skeletons. In Proc. CVPR: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 10-17, 2000.

P. Golland, W.E.L. Grimson, M.E. Shenton, R. Kikinis. Small Sample Size Learning for Shape Analysis of Anatomical Structures. In Proc. MICCAI: Third International Conference on Medical Robotics, Imaging and Computer Assisted Intervention, LNCS 1935:72-82, 2000.

P. Golland. Spatial Encoding In MRI And How To Make It Faster. Area Exam paper, 2000.

 

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

P. Golland, W.E.L. Grimson and R. Kikinis. Statistical Shape Analysis Using Fixed Topology Skeletons: Corpus Callosum Study. In Proc. IPMI: International Conference on Information Processing and Medical Imaging, LNCS 1613:382-387, 1999. Honorable Mention for the Best Poster Award.

P. Golland, R. Kikinis, M. Halle, C. Umans, W.E.L. Grimson, M.E. Shenton, J.A. Richolt. AnatomyBrowser: A Novel Approach to Visualization and Integration of Medical Information. Journal of Computer Assisted Surgery, 4:129-143, 1999.

 

R. Szeliski and P. Golland. Stereo Matching with Transparency and Matting. In Proc. ICCV: IEEE International Conference On Computer Vision, 517- 524, 1998. Honorable Mention for Marr Prize.

P. Golland. R. Kikinis, C. Umans, M. Halle, M. Shenton, J. Richolt. AnatomyBrowser: A Framework for Integration of Medical Information. In Proc. MICCAI: International Conference on Medical Image Computing and Computer-Assisted Intervention, LNCS 1496:720-731, 1998.

J.E. Anderson, C. Umans, M. Halle, P. Golland, M. Jakab, R.W. McCarley, F.A. Jolesz, M.E. Shenton, R. Kikinis. Anatomy Browser: Java-based Interactive Teaching Tool for Learning Human Neuroanatomy. Electronic Journal of Radiological Society of North America, Vol 2, 1998.

G.S. Young, S.G. Silverman, J. Kettenbach, N. Hata, P. Golland, F.A.Jolesz, K.R. Loughlin, R. Kikinis. Three-dimensional Computed Tomography for Planning Urologic Surgery. The Urologic Clinics of North America, 25(1):103- 111, 1998.

 

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

P. Golland and A.M. Bruckstein. Why RGB? Or How to Design Color Displays for Martians. GMIP: Graphical Models and Image Processing, 58(5):405-412, 1996.

Patents

P. Golland, S. Ho. Methods and systems for construction of ultrasound images. US Patent 6695778. February 24, 2004.

R. Szeliski, P. Golland. Method for performing stereo matching to recover depths, colors and opacities of surface elements. US Patent 5917937. June 29, 1999.