MMBIA 2012

Introduction

Mathematical Methods in Biomedical Image Analysis (MMBIA) 2012 is the twelfth in a series of workshops on biomedical image analysis, being held in conjunction with WACV 2012 at Breckenridge, Colorado, USA. The workshop will bring together researchers in computer vision, medical imaging, computational biology, graphics and robotics communities interested in problems that involve mathematical modeling or analysis in biomedical images, which include emerging molecular and cellular images.

The event will invite two distinguished speakers addressing exciting emerging areas in biomedical image analysis.

The event will host a competition for the best paper award, sponsored by Siemens, with certificate and cash prize of $500.

MMBIA Best Paper Award sponsored by Siemens

Elastic Symmetry Analysis of Anatomical Structures Sebastian Kurtek, Florida State University; Anuj Srivastava, Florida State University Department of Statistics

Official Website


 

9-Jan, 2012


Program 

09:00am – 10:00am Oral Session 1 – DTI
29 A Geometric Analysis of ODFs As Oriented Surfaces for Interpolation, Averaging and Denoising in HARDI Data Sentibaleng Ncube, ; Qian Xie*, Florida State University; Anuj Srivastava, FSU
68 A Generalized Correlation Coefficient: Application to DTI and Multi-Fiber DTI Maxime Taquet*, UCL, Belgium; Benoît Macq, ; Simon Warfield, Harvard Medical School
74 Reconstruction of HARDI using compressed sensing and its application to contrast HARDI Sudipto Dolui*, University of Waterloo; Iván Salgado Patarroyo, University of Waterloo; Oleg Michailovich, University of Waterloo; Yogesh Rathi, Brigham and Women’s Hospital, Harvard Medical School
10:00am – 10:40am Plenary Talk 1 

Optimal Image Segmentation: Incorporating Context and Priors

Milan Sonka, University of Iowa

10:40am – 11:00am

Coffee Break

11:00am – noon

Oral Session 2 – Modeling
08 Sparse Shape Representation using the Laplace-Beltrami Eigenfunctions and Its Application to Modeling Subcortical Structures Seung-Goo Kim, Seoul National University; Moo Chung*, University of Wisconsin, Madison; Stacey Schaefer, University of Wisconsin, Madison; Carien van Reekum, University of Reading; Richard Davidson, University of Wisconsin-Madison
16 Elastic Symmetry Analysis of Anatomical Structures Sebastian Kurtek*, Florida State University; Anuj Srivastava, Florida State University Department of Statistics
76 Vascular Bifurcation Detection in Scale-Space Daniel Baboiu*, Simon Fraser University; Ghassan Hamarneh, Simon Fraser University

noon – 1:40pm

Lunch
1:40pm – 3:00pm Oral Session 3 – Segmentation
17 Building Spatiotemporal Anatomical Models through Joint Segmentation, Registration, and 4D-Atlas Estimation Marcel Prastawa*, University of Utah; Suyash Awate, ; Guido  Gerig, U of Utah
75 Using a Flexibility Constrained 3D Statistical Shape Model for Robust MRF-Based Segmentation Tahir Majeed*, Medical Image Analysis Center; Ketut Fundana, ; Silja Kiriyanthan, University of Basel; Marcel Luethi, Dept of Computer Science, University of Basel; Joerg Beinemann, ; Philippe Cattin, University of Basel
25 Pictorial Multi-atlas Segmentation of Brain MRI CHENG-YI LIU*, UCLA; Juan Eugenio Iglesia, UCLA; Zhuowen Tu, UCLA
31 Multi-region Competitive Tractography via Graph-based Random Walks Brian Booth*, Simon Fraser University; Ghassan Hamarneh, Simon Fraser University

3:00pm – 4:00pm

Oral Session 4 – Applications
14 Automated Abdominal Fat Quantification and Food Residue Removal in CT Sokratis Makrogiannis*, NIA/NIH; Ramona  Ramachandran, NIA/NIH; Chee Chia, NIA/NIH; Ferrucci Luigi, NIA/NIH
19 Disease-Specific Context Modeling and Retrieval with Fast Structure Localization Yang Song*, University of Sydney; Weidong Cai, ; Dagan Feng,
57 Learning Features for Streak Detection in Dermoscopic Color Images  using Localized Radial Flux of Principal Intensity Curvature Hengameh Mirzaalian*, SFU; Ghassan Hamarneh, Simon Fraser University; Tim Lee, UBC
 

4:00 – 4:30pm

 

Coffee Break


4:30 – 6:00pm

Poster Session 1
04 Max Margin General Linear Modeling for Neuroimage Analyses Nagesh Adluru*, University of Wisconsin-Madiso; Chad Ennis, University of Wisconsin-Madison; Richard Davidson, University of Wisconsin-Madison; Andrew Alexander, University of Wisconsin-Madison
Registration of Unseen Images Based on the Generative Manifold Modeling of Variations of Appearance and Anatomical Shape in Brain Population Weiwei Zhang , University of Pennsylvania
11 Volume of Interest (VOI)-Based Retrieval using Psychophysical Similarity and Graph Cut Ravi Samala*, University of Texas, El Paso; Ming-Ying Leung, Department of Mathematical Sciences, University of Texas, El Paso; Sergio Cabrera, Department of Electrical & Computer Engineering, University of Texas, El Paso; Jianying  Zhang , Department of Biological Sciences, University of Texas, El Paso; Wilfrido  Moreno , Department of Electrical Engineering, University of South Florida, Tampa; wei Qian, Department of Electrical & Computer Engineering, University of Texas, El Paso
22 A Coupled Segmentation and Registration Framework for Medical Image Analysis Using Robust Point Matching and Active Shape Model Chao Lu*, Yale University; James Duncan, Yale University
27 A Fiber Tracking Method Guided by Volumetric Tract Segmentation Chuyang Ye*, Johns Hopkins University; Pierre-Louis Bazin, ; Sarah Ying, ; Jerry Prince, Johns Hopkins U
28 Parametric non-rigid registration using a stationary velocity field Marc Modat*, UCL; Gerard Ridgway, ; Pankaj Daga, ; Jorge Cardoso, ; John Ashburner, ; Sebastien Ourselin, UCL
32 Multi-STEPS: Multi-Label Similarity and Truth Estimation for Propagated Segmentations Jorge Cardoso*, ; Marc Modat, UCL; Shiva Keihaninejad, ; Dave Cash, UCL; Sebastien Ourselin, UCL
34 Automatic Detection of Subcellular Particles in Fluorescence Microscopy via Feature Clustering and Bayesian Analysis Liang Liang*, Yale University; Yingke xu, yale; hongying Shen, yale; derek Toomre, yale; pietro Camilli, yale; James Duncan, Yale University
41 Non-rigid Image Registration using Electric Current Flow Shu Liao, HKUST; Max W K Law, HKUST; Albert Chung*, Hong Kon U of Science and Technology
45 Supervised localization of cell nuclei on TMA images Alessandro Ibba*, TU Delft; Marco Loog, TU Delft; Robert P.W. Duin, TU Delft
47 Topology Preserving Brain Tissue Segmentation Using Graph Cuts Xinyang Liu*, Johns Hopkins University; Pierre-Louis Bazin, ; Aaron Carass, Johns Hopkins University; Jerry Prince, Johns Hopkins U
48 Toward Whole-Brain Maps of Neural Connections: Logical Framework and Fast Implementation Myron Zhang, Cleveland Clinic Foundation; KEN SAKAIE*, THE CLEVELAND CLINIC; Stephen Jones, The Cleveland Clinic

 

10-Jan, 2012

09:00 – 10:00am Oral Session 5 – Tracking/Registration
20 Best Linear Unbiased Estimator for Kalman Filter Based Left Ventricle Tracking in 3D+T Echocardiography Engin Dikici*, NTNU; Fredrik Orderud, GE Vingmed Ultrasound; Hans Torp, Norwegian University of Science and Technology
33 Robust Tumour Tracking From 2D Imaging Using a Population-Based Statistical Motion Model Frank Preiswerk*, University of Basel; Patrik Arnold, MIAC; Beat Fasel, University of Basel; Philippe Cattin, University of Basel
46 Sparsity and Scale: Compact Representations of Deformation for Diffeomorphic Registration Stefan Sommer*, University of Copenhagen; Mads Nielsen, University of Copenhagen; Xavier Pennec, INRIA Sophia-Antipolis

10:00 – 10:40am

Plenary Talk 2
 

Mathematical Methods for Pediatric MR Image Analysis

Simon Warfield, Harvard University


10:40 – 11:00am

Coffee Break

11:00 – 12:30pm

Poster Session 2
50 Reconstructing A Sequence of Magnetic Resonance Images Simultaneously Using Low-Rank and Sparse Model Shiqian Ma*, University of Minnesota; Amit Chakraborty, Siemens Corporate Research
54 Peak Geodesic Concentration: A measure of WM complexity in HARDI Arvind Rao*, University of Pennsylvania; Alex Smith, University of Pennsylvania; Robert Schultz, Children’s Hospital of Philadelphia; Timothy Roberts, Lurie Family Foundations; Ragini Verma, “University of Pennsylvania, USA”
55 Automatic Atlas-based Three-label Cartilage Segmentation from MR Knee Images Liang Shan*, UNC Chapel Hill; Marc Niethammer, UNC Chapel Hill
59 Super-Resolution Reconstruction of Diffusion-Weighted Images from Distortion Compensated Orthogonal Anisotropic Acquisitions. Benoit Scherrer*, Harvard Medical School; Ali Gholipour, Harvard Medical School; Simon Warfield, Harvard Medical School
61 Robust Non-Rigid Registration and Characterization of Uncertainty Firdaus Janoos*, Harvard Medical School; Petter Risholm, Harvard Medical School; William Wells, “Harvard Medical School, USA”
62 Iterative Segmentation and Motion Correction for Dynamic PET Images based on Radioactive Tracer Kinetics Hengameh Mirzaalian*, SFU; Ahmed Saad, SFU; Ghassan Hamarneh, Simon Fraser University
65 Spatial dispersion of lesions as a surrogate biomarker for disability in multiple sclerosis Fahime Sheikhzadeh*, University of British Columbia; Roger  Tam, ; Ghassan Hamarneh, Simon Fraser University
73 Motion modelling and motion compensated reconstruction of tumours in cone-beam computed tomography James Martin*, UCL; Jamie McClelland, UCL; David Hawkes, UCL
77 Polyaffine parametrization of Image registration based on geodesic flows Michael Hansen*, Harvard Medical School; Signe Thorup, Childrens Hospital Boston, Harvard Medical School; Simon Warfield, Harvard Medical School
80 Automatic Extraction of Coronary Artery Tree in 2D X-ray Angiography Tanveer Syeda-Mahmood*, IBM Almaden Research
81 Segmentation of Left Ventricles from Echocardiographic Sequences via Sparse Appearance Representation Xiaojie Huang*, Yale University


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