Kensaku Mori, Ichiro Sakuma, Yoshinobu Sato, Christian Barillot, and Nassir Navab (Eds.): Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part II   LNCS 8150   Ordering Information   BibTeX

Table of Contents

Registration and Atlas Construction

Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery
Ozan Oktay, Li Zhang, Tommaso Mansi, Peter Mountney, Philip Mewes, Stéphane Nicolau, Luc Soler, and Christophe Chefd’hotel
LNCS 8150, p. 1 ff.
Abstract | Full article in PDF | BibTeX

A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration
Ivor J.A. Simpson, Mark W. Woolrich, Manuel Jorge Cardoso, David M. Cash, Marc Modat, Julia A. Schnabel, and Sebastien Ourselin
LNCS 8150, p. 10 ff.
Abstract | Full article in PDF | BibTeX

Geodesic Distances to Landmarks for Dense Correspondence on Ensembles of Complex Shapes
Manasi Datar, Ilwoo Lyu, SunHyung Kim, Joshua Cates, Martin A. Styner, and Ross Whitaker
LNCS 8150, p. 19 ff.
Abstract | Full article in PDF | BibTeX

Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization
Pei Zhang, Marc Niethammer, Dinggang Shen, and Pew-Thian Yap
LNCS 8150, p. 27 ff.
Abstract | Full article in PDF | BibTeX

Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations
Marie Bieth, Hervé Lombaert, Andrew J. Reader, and Kaleem Siddiqi
LNCS 8150, p. 35 ff.
Abstract | Full article in PDF | BibTeX

Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable Registration
Lisa Y.W. Tang and Ghassan Hamarneh
LNCS 8150, p. 43 ff.
Abstract | Full article in PDF | BibTeX

Microscopy, Histology, and Computer-Aided Diagnosis

A Histology-Based Model of Quantitative T1 Contrast for In-vivo Cortical Parcellation of High-Resolution 7 Tesla Brain MR Images
Juliane Dinse, Miriam Waehnert, Christine Lucas Tardif, Andreas Schäfer, Stefan Geyer, Robert Turner, and Pierre-Louis Bazin
LNCS 8150, p. 51 ff.
Abstract | Full article in PDF | BibTeX

Apoptosis Detection for Non-adherent Cells in Time-lapse Phase Contrast Microscopy
Seungil Huh and Takeo Kanade
LNCS 8150, p. 59 ff.
Abstract | Full article in PDF | BibTeX

Pathological Site Retargeting under Tissue Deformation Using Geometrical Association and Tracking
Menglong Ye, Stamatia Giannarou, Nisha Patel, Julian Teare, and Guang-Zhong Yang
LNCS 8150, p. 67 ff.
Abstract | Full article in PDF | BibTeX

Optic Disc and Cup Segmentation from Color Fundus Photograph Using Graph Cut with Priors
Yuanjie Zheng, Dwight Stambolian, Joan O’Brien, and James C. Gee
LNCS 8150, p. 75 ff.
Abstract | Full article in PDF | BibTeX

A Variational Framework for Joint Detection and Segmentation of Ovarian Cancer Metastases
Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao, and Ronald M. Summers
LNCS 8150, p. 83 ff.
Abstract | Full article in PDF | BibTeX

Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching
Hang Chang, Nandita Nayak, Paul T. Spellman, and Bahram Parvin
LNCS 8150, p. 91 ff.
Abstract | Full article in PDF | BibTeX

Motion Modeling and Compensation

Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation
Raphael Prevost, Blandine Romain, Remi Cuingnet, Benoit Mory, Laurence Rouet, Olivier Lucidarme, Laurent D. Cohen, and Roberto Ardon
LNCS 8150, p. 99 ff.
Abstract | Full article in PDF | BibTeX

Respiratory Motion Compensation with Relevance Vector Machines
Robert Dürichen, Tobias Wissel, Floris Ernst, and Achim Schweikard
LNCS 8150, p. 108 ff.
Abstract | Full article in PDF | BibTeX

Real-Time Respiratory Motion Analysis Using Manifold Ray Casting of Volumetrically Fused Multi-view Range Imaging
Jakob Wasza, Sebastian Bauer, and Joachim Hornegger
LNCS 8150, p. 116 ff.
Abstract | Full article in PDF | BibTeX

Improving 2D-3D Registration Optimization Using Learned Prostate Motion Data
Tharindu De Silva, Derek W. Cool, Jing Yuan, Cesare Romognoli, Aaron Fenster, and Aaron D. Ward
LNCS 8150, p. 124 ff.
Abstract | Full article in PDF | BibTeX

Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free Breathing
Valentin Hamy, Alex Menys, Emma Helbren, Freddy Odille, Shonit Punwani, Stuart Taylor, and David Atkinson
LNCS 8150, p. 132 ff.
Abstract | Full article in PDF | BibTeX

Non-rigid Deformation Pipeline for Compensation of Superficial Brain Shift
Filipe M.M. Marreiros, Sandro Rossitti, Chunliang Wang, and Örjan Smedby
LNCS 8150, p. 141 ff.
Abstract | Full article in PDF | BibTeX

A Symmetric 4D Registration Algorithm for Respiratory Motion Modeling
Huanhuan Xu and Xin Li
LNCS 8150, p. 149 ff.
Abstract | Full article in PDF | BibTeX

Segmentation I

Collaborative Multi Organ Segmentation by Integrating Deformable and Graphical Models
Mustafa Gökhan Uzunba, Chao Chen, Shaoting Zhang, Kilian M. Pohl, Kang Li, and Dimitris Metaxas
LNCS 8150, p. 157 ff.
Abstract | Full article in PDF | BibTeX

Multi-organ Segmentation Based on Spatially-Divided Probabilistic Atlas from 3D Abdominal CT Images
Chengwen Chu, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Yuichiro Hayashi, Yukitaka Nimura, Daniel Rueckert, and Kensaku Mori
LNCS 8150, p. 165 ff.
Abstract | Full article in PDF | BibTeX

An Automatic Multi-atlas Segmentation of the Prostate in Transrectal Ultrasound Images Using Pairwise Atlas Shape Similarity
Saman Nouranian, S. Sara Mahdavi, Ingrid Spadinger, William J. Morris, Septimiu E. Salcudean, and Purang Abolmaesumi
LNCS 8150, p. 173 ff.
Abstract | Full article in PDF | BibTeX

Accurate Bone Segmentation in 2D Radiographs Using Fully Automatic Shape Model Matching Based On Regression-Voting
Claudia Lindner, Shankar Thiagarajah, J. Mark Wilkinson, arcOGEN Consortium, Gillian A. Wallis, and Tim F. Cootes
LNCS 8150, p. 181 ff.
Abstract | Full article in PDF | BibTeX

Automated CT Segmentation of Diseased Hip Using Hierarchical and Conditional Statistical Shape Models
Futoshi Yokota, Toshiyuki Okada, Masaki Takao, Nobuhiko Sugano, Yukio Tada, Noriyuki Tomiyama, and Yoshinobu Sato
LNCS 8150, p. 190 ff.
Abstract | Full article in PDF | BibTeX

Fast Globally Optimal Segmentation of 3D Prostate MRI with Axial Symmetry Prior
Wu Qiu, Jing Yuan, Eranga Ukwatta, Yue Sun, Martin Rajchl, and Aaron Fenster
LNCS 8150, p. 198 ff.
Abstract | Full article in PDF | BibTeX

Image Segmentation Errors Correction by Mesh Segmentation and Deformation
Achia Kronman and Leo Joskowicz
LNCS 8150, p. 206 ff.
Abstract | Full article in PDF | BibTeX

Semi-Supervised and Active Learning for Automatic Segmentation of Crohn’s Disease
Dwarikanath Mahapatra, Peter J. Schüffler, Jeroen A.W. Tielbeek, Franciscus M. Vos, and Joachim M. Buhmann
LNCS 8150, p. 214 ff.
Abstract | Full article in PDF | BibTeX

Machine Learning, Statistical Modeling, and Atlases II

Hierarchical Constrained Local Model Using ICA and Its Application to Down Syndrome Detection
Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Dina J. Zand, Raymond Sze, Marshall Summar, and Marius George Linguraru
LNCS 8150, p. 222 ff.
Abstract | Full article in PDF | BibTeX

Learning from Multiple Experts with Random Forests: Application to the Segmentation of the Midbrain in 3D Ultrasound
Pierre Chatelain, Olivier Pauly, Loïc Peter, Seyed-Ahmad Ahmadi, Annika Plate, Kai Bötzel, and Nassir Navab
LNCS 8150, p. 230 ff.
Abstract | Full article in PDF | BibTeX

Variable Importance in Nonlinear Kernels (VINK): Classification of Digitized Histopathology
Shoshana Ginsburg, Sahirzeeshan Ali, George Lee, Ajay Basavanhally, and Anant Madabhushi
LNCS 8150, p. 238 ff.
Abstract | Full article in PDF | BibTeX

Deep Feature Learning for Knee Cartilage Segmentation Using a Triplanar Convolutional Neural Network
Adhish Prasoon, Kersten Petersen, Christian Igel, François Lauze, Erik Dam, and Mads Nielsen
LNCS 8150, p. 246 ff.
Abstract | Full article in PDF | BibTeX

Representation Learning: A Unified Deep Learning Framework for Automatic Prostate MR Segmentation
Shu Liao, Yaozong Gao, Aytekin Oto, and Dinggang Shen
LNCS 8150, p. 254 ff.
Abstract | Full article in PDF | BibTeX

Vertebrae Localization in Pathological Spine CT via Dense Classification from Sparse Annotations
Ben Glocker, Darko Zikic, Ender Konukoglu, David R. Haynor, and Antonio Criminisi
LNCS 8150, p. 262 ff.
Abstract | Full article in PDF | BibTeX

Computer-Aided Diagnosis and Imaging Biomarkers II

A Multi-task Learning Approach for Compartmental Model Parameter Estimation in DCE-CT Sequences
Blandine Romain, Véronique Letort, Olivier Lucidarme, Laurence Rouet, and Florence d’Alché-Buc
LNCS 8150, p. 271 ff.
Abstract | Full article in PDF | BibTeX

Ultrasound-Based Characterization of Prostate Cancer: An in vivo Clinical Feasibility Study
Farhad Imani, Purang Abolmaesumi, Eli Gibson, Amir Khojaste, Mena Gaed, Madeleine Moussa, Jose A. Gomez, Cesare Romagnoli, D. Robert Siemens, Michael Leviridge, Silvia Chang, Aaron Fenster, Aaron D. Ward, and Parvin Mousavi
LNCS 8150, p. 279 ff.
Abstract | Full article in PDF | BibTeX

Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces
Jens Petersen, Marc Modat, Manuel Jorge Cardoso, Asger Dirksen, Sebastien Ourselin, and Marleen de Bruijne
LNCS 8150, p. 287 ff.
Abstract | Full article in PDF | BibTeX

Heterogeneity Wavelet Kinetics from DCE-MRI for Classifying Gene Expression Based Breast Cancer Recurrence Risk
Majid Mahrooghy, Ahmed B. Ashraf, Danya Daye, Carolyn Mies, Michael Feldman, Mark Rosen, and Despina Kontos
LNCS 8150, p. 295 ff.
Abstract | Full article in PDF | BibTeX

Multifold Bayesian Kernelization in Alzheimer’s Diagnosis
Sidong Liu, Yang Song, Weidong Cai, Sonia Pujol, Ron Kikinis, Xiaogang Wang, and Dagan Feng
LNCS 8150, p. 303 ff.
Abstract | Full article in PDF | BibTeX

High-Order Graph Matching Based Feature Selection for Alzheimer’s Disease Identification
Feng Liu, Heung-Il Suk, Chong-Yaw Wee, Huafu Chen, and Dinggang Shen
LNCS 8150, p. 311 ff.
Abstract | Full article in PDF | BibTeX

Identification of MCI Using Optimal Sparse MAR Modeled Effective Connectivity Networks
Chong-Yaw Wee, Yang Li, Biao Jie, Zi-Wen Peng, and Dinggang Shen
LNCS 8150, p. 319 ff.
Abstract | Full article in PDF | BibTeX

Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields
Marco Lorenzi, Bjoern H. Menze, Marc Niethammer, Nicholas Ayache, Xavier Pennec, and for the Alzheimer’s Disease Neuroimaging Initiative
LNCS 8150, p. 328 ff.
Abstract | Full article in PDF | BibTeX

Measurement of Myelin in the Preterm Brain: Multi-compartment Diffusion Imaging and Multi-component T₂ Relaxometry
Andrew Melbourne, Zach Eaton-Rosen, Alan Bainbridge, Giles S. Kendall, Manuel Jorge Cardoso, Nicola J. Robertson, Neil Marlow, and Sebastien Ourselin
LNCS 8150, p. 336 ff.
Abstract | Full article in PDF | BibTeX

Physiological Modeling, Simulation, and Planning I

Stent Shape Estimation through a Comprehensive Interpretation of Intravascular Ultrasound Images
Francesco Ciompi, Simone Balocco, Carles Caus, Josepa Mauri, and Petia Radeva
LNCS 8150, p. 345 ff.
Abstract | Full article in PDF | BibTeX

Epileptogenic Lesion Quantification in MRI Using Contralateral 3D Texture Comparisons
Oscar Alfonso Jiménez del Toro, Antonio Foncubierta–Rodríguez, María Isabel Vargas Gómez, Henning Müller, and Adrien Depeursinge
LNCS 8150, p. 353 ff.
Abstract | Full article in PDF | BibTeX

Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features
Ilker Hacihaliloglu, Abtin Rasoulian, Robert N. Rohling, and Purang Abolmaesumi
LNCS 8150, p. 361 ff.
Abstract | Full article in PDF | BibTeX

Learning-Based Modeling of Endovascular Navigation for Collaborative Robotic Catheterization
Hedyeh Rafii-Tari, Jindong Liu, Su-Lin Lee, Colin Bicknell, and Guang-Zhong Yang
LNCS 8150, p. 369 ff.
Abstract | Full article in PDF | BibTeX

Incremental Learning with Selective Memory (ILSM): Towards Fast Prostate Localization for Image Guided Radiotherapy
Yaozong Gao, Yiqiang Zhan, and Dinggang Shen
LNCS 8150, p. 378 ff.
Abstract | Full article in PDF | BibTeX

A Tensor-Based Population Value Decomposition to Explain Rectal Toxicity after Prostate Cancer Radiotherapy
Juan David Ospina, Frédéric Commandeur, Richard Ríos, Gaël Dréan, Juan Carlos Correa, Antoine Simon, Pascal Haigron, Renaud de Crevoisier, and Oscar Acosta
LNCS 8150, p. 387 ff.
Abstract | Full article in PDF | BibTeX

Image-Based Computational Models for TAVI Planning: From CT Images to Implant Deployment
Sasa Grbic, Tommaso Mansi, Razvan Ionasec, Ingmar Voigt, Helene Houle, Matthias John, Max Schoebinger, Nassir Navab, and Dorin Comaniciu
LNCS 8150, p. 395 ff.
Abstract | Full article in PDF | BibTeX

Microscope, Optical Imaging, and Histology II

A Deep Learning Architecture for Image Representation, Visual Interpretability and Automated Basal-Cell Carcinoma Cancer Detection
Angel Alfonso Cruz-Roa, John Edison Arevalo Ovalle, Anant Madabhushi, and Fabio Augusto González Osorio
LNCS 8150, p. 403 ff.
Abstract | Full article in PDF | BibTeX

Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks
Dan C. Cirean, Alessandro Giusti, Luca M. Gambardella, and Jürgen Schmidhuber
LNCS 8150, p. 411 ff.
Abstract | Full article in PDF | BibTeX

Learning to Segment Neurons with Non-local Quality Measures
Thorben Kroeger, Shawn Mikula, Winfried Denk, Ullrich Koethe, and Fred A. Hamprecht
LNCS 8150, p. 419 ff.
Abstract | Full article in PDF | BibTeX

Analysis of Trabecular Bone Microstructure Using Contour Tree Connectivity
Dogu Baran Aydogan, Niko Moritz, Hannu T. Aro, and Jari Hyttinen
LNCS 8150, p. 428 ff.
Abstract | Full article in PDF | BibTeX

Automated Separation of Binary Overlapping Trees in Low-Contrast Color Retinal Images
Qiao Hu, Michael D. Abràmoff, and Mona K. Garvin
LNCS 8150, p. 436 ff.
Abstract | Full article in PDF | BibTeX

Longitudinal Modeling of Glaucoma Progression Using 2-Dimensional Continuous-Time Hidden Markov Model
Yu-Ying Liu, Hiroshi Ishikawa, Mei Chen, Gadi Wollstein, Joel S. Schuman, and James M. Rehg
LNCS 8150, p. 444 ff.
Abstract | Full article in PDF | BibTeX

Discriminative Data Transform for Image Feature Extraction and Classification
Yang Song, Weidong Cai, Seungil Huh, Mei Chen, Takeo Kanade, Yun Zhou, and Dagan Feng
LNCS 8150, p. 452 ff.
Abstract | Full article in PDF | BibTeX

Automated Embryo Stage Classification in Time-Lapse Microscopy Video of Early Human Embryo Development
Yu Wang, Farshid Moussavi, and Peter Lorenzen
LNCS 8150, p. 460 ff.
Abstract | Full article in PDF | BibTeX

Automatic Grading of Nuclear Cataracts from Slit-Lamp Lens Images Using Group Sparsity Regression
Yanwu Xu, Xinting Gao, Stephen Lin, Damon Wing Kee Wong, Jiang Liu, Dong Xu, Ching Yu Cheng, Carol Y. Cheung, and Tien Yin Wong
LNCS 8150, p. 468 ff.
Abstract | Full article in PDF | BibTeX

Cardiology II

3D Intraventricular Flow Mapping from Colour Doppler Images and Wall Motion
Alberto Gómez, Adelaide de Vecchi, Kuberan Pushparajah, John Simpson, Daniel Giese, Tobias Schaeffter, and Graeme Penney
LNCS 8150, p. 476 ff.
Abstract | Full article in PDF | BibTeX

Myocardial Motion Estimation Combining Tissue Doppler and B-mode Echocardiographic Images
Antonio R. Porras, Mathieu De Craene, Nicolas Duchateau, Marta Sitges, Bart H. Bijnens, Alejandro F. Frangi, and Gemma Piella
LNCS 8150, p. 484 ff.
Abstract | Full article in PDF | BibTeX

Joint Statistics on Cardiac Shape and Fiber Architecture
Hervé Lombaert and Jean-Marc Peyrat
LNCS 8150, p. 492 ff.
Abstract | Full article in PDF | BibTeX

Spatio-temporal Dimension Reduction of Cardiac Motion for Group-Wise Analysis and Statistical Testing
Kristin McLeod, Christof Seiler, Maxime Sermesant, and Xavier Pennec
LNCS 8150, p. 501 ff.
Abstract | Full article in PDF | BibTeX

Cardiac Fiber Inpainting Using Cartan Forms
Emmanuel Piuze, Hervé Lombaert, Jon Sporring, and Kaleem Siddiqi
LNCS 8150, p. 509 ff.
Abstract | Full article in PDF | BibTeX

Vasculatures and Tubular Structures II

Sequential Monte Carlo Tracking for Marginal Artery Segmentation on CT Angiography by Multiple Cue Fusion
Shijun Wang, Brandon Peplinski, Le Lu, Weidong Zhang, Jianfei Liu, Zhuoshi Wei, and Ronald M. Summers
LNCS 8150, p. 518 ff.
Abstract | Full article in PDF | BibTeX

Tracking of Carotid Arteries in Ultrasound Images
Shubao Liu, Dirk Padfield, and Paulo Mendonca
LNCS 8150, p. 526 ff.
Abstract | Full article in PDF | BibTeX

Studying Cerebral Vasculature Using Structure Proximity and Graph Kernels
Roland Kwitt, Danielle Pace, Marc Niethammer, and Stephen Aylward
LNCS 8150, p. 534 ff.
Abstract | Full article in PDF | BibTeX

Carotid Artery Lumen Segmentation in 3D Free-Hand Ultrasound Images Using Surface Graph Cuts
Andrés M. Arias Lorza, Diego D.B. Carvalho, Jens Petersen, Anouk C. van Dijk, Aad van der Lugt, Wiro J. Niessen, Stefan Klein, and Marleen de Bruijne
LNCS 8150, p. 542 ff.
Abstract | Full article in PDF | BibTeX

Random Walks with Adaptive Cylinder Flux Based Connectivity for Vessel Segmentation
Ning Zhu and Albert C.S. Chung
LNCS 8150, p. 550 ff.
Abstract | Full article in PDF | BibTeX

Spatially Constrained Random Walk Approach for Accurate Estimation of Airway Wall Surfaces
Ziyue Xu, Ulas Bagci, Brent Foster, Awais Mansoor, and Daniel J. Mollura
LNCS 8150, p. 559 ff.
Abstract | Full article in PDF | BibTeX

Interactive Retinal Vessel Extraction by Integrating Vessel Tracing and Graph Search
Lu Wang, Vinutha Kallem, Mayank Bansal, Jayan Eledath, Harpreet Sawhney, Karen Karp, Denise J. Pearson, Monte D. Mills, Graham E. Quinn, and Richard A. Stone
LNCS 8150, p. 567 ff.
Abstract | Full article in PDF | BibTeX

Free-Breathing Whole-Heart Coronary MRA: Motion Compensation Integrated into 3D Cartesian Compressed Sensing Reconstruction
Christoph Forman, Robert Grimm, Jana Maria Hutter, Andreas Maier, Joachim Hornegger, and Michael O. Zenge
LNCS 8150, p. 575 ff.
Abstract | Full article in PDF | BibTeX

Brain Segmentation and Atlases II

Deep Learning-Based Feature Representation for AD/MCI Classification
Heung-Il Suk and Dinggang Shen
LNCS 8150, p. 583 ff.
Abstract | Full article in PDF | BibTeX

Enhancing the Reproducibility of Group Analysis with Randomized Brain Parcellations
Benoit Da Mota, Virgile Fritsch, Gaël Varoquaux, Vincent Frouin, Jean-Baptiste Poline, and Bertrand Thirion
LNCS 8150, p. 591 ff.
Abstract | Full article in PDF | BibTeX

Multiple Instance Learning for Classification of Dementia in Brain MRI
Tong Tong, Robin Wolz, Qinquan Gao, Joseph V. Hajnal, and Daniel Rueckert
LNCS 8150, p. 599 ff.
Abstract | Full article in PDF | BibTeX

Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning
Alexandre Abraham, Elvis Dohmatob, Bertrand Thirion, Dimitris Samaras, and Gael Varoquaux
LNCS 8150, p. 607 ff.
Abstract | Full article in PDF | BibTeX

Bayesian Joint Detection-Estimation of Cerebral Vasoreactivity from ASL fMRI Data
Thomas Vincent, Jan Warnking, Marjorie Villien, Alexandre Krainik, Philippe Ciuciu, and Florence Forbes
LNCS 8150, p. 616 ff.
Abstract | Full article in PDF | BibTeX

A New Sparse Simplex Model for Brain Anatomical and Genetic Network Analysis
Heng Huang, Jingwen Yan, Feiping Nie, Jin Huang, Weidong Cai, Andrew J. Saykin, and Li Shen
LNCS 8150, p. 625 ff.
Abstract | Full article in PDF | BibTeX

Manifold Learning of Brain MRIs by Deep Learning
Tom Brosch, Roger Tam, and for the Alzheimer’s Disease Neuroimaging Initiative
LNCS 8150, p. 633 ff.
Abstract | Full article in PDF | BibTeX

Multiresolution Hierarchical Shape Models in 3D Subcortical Brain Structures
Juan J. Cerrolaza, Noemí Carranza Herrezuelo, Arantxa Villanueva, Rafael Cabeza, Miguel Angel González Ballester, and Marius George Linguraru
LNCS 8150, p. 641 ff.
Abstract | Full article in PDF | BibTeX

Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images
Guorong Wu, Minjeong Kim, Qian Wang, Yaozong Gao, Shu Liao, and Dinggang Shen
LNCS 8150, p. 649 ff.
Abstract | Full article in PDF | BibTeX

Functional MRI and Neuroscience Applications I

A Spatial Mixture Approach to Inferring Sub-ROI Spatio-temporal Patterns from Rapid Event-Related fMRI Data
Yuan Shen, Stephen Mayhew, Zoe Kourtzi, and Peter Tio
LNCS 8150, p. 657 ff.
Abstract | Full article in PDF | BibTeX

Group-Wise FMRI Activation Detection on Corresponding Cortical Landmarks
Jinglei Lv, Dajiang Zhu, Xintao Hu, Xin Zhang, Tuo Zhang, Junwei Han, Lei Guo, and Tianming Liu
LNCS 8150, p. 665 ff.
Abstract | Full article in PDF | BibTeX

Predictive Models of Resting State Networks for Assessment of Altered Functional Connectivity in MCI
Xi Jiang, Dajiang Zhu, Kaiming Li, Tuo Zhang, Dinggang Shen, Lei Guo, and Tianming Liu
LNCS 8150, p. 674 ff.
Abstract | Full article in PDF | BibTeX

Overlapping Replicator Dynamics for Functional Subnetwork Identification
Burak Yoldemir, Bernard Ng, and Rafeef Abugharbieh
LNCS 8150, p. 682 ff.
Abstract | Full article in PDF | BibTeX

Genetic Clustering on the Hippocampal Surface for Genome-Wide Association Studies
Derrek P. Hibar, Sarah E. Medland, Jason L. Stein, Sungeun Kim, Li Shen, Andrew J. Saykin, Greig I. de Zubicaray, Katie L. McMahon, Grant W. Montgomery, Nicholas G. Martin, Margaret J. Wright, Srdjan Djurovic, Ingrid A. Agartz, Ole A. Andreassen, and Paul M. Thompson
LNCS 8150, p. 690 ff.
Abstract | Full article in PDF | BibTeX

Modeling Dynamic Functional Information Flows on Large-Scale Brain Networks
Peili Lv, Lei Guo, Xintao Hu, Xiang Li, Changfeng Jin, Junwei Han, Lingjiang Li, and Tianming Liu
LNCS 8150, p. 698 ff.
Abstract | Full article in PDF | BibTeX

Author Index
LNCS 8150, p. 707 ff.
Author Index in PDF

Complete Volume in BibTeX

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