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24. IPMI 2015: Sabhal Mor Ostaig, Isle of Skye, UK
- Sébastien Ourselin, Daniel C. Alexander, Carl-Fredrik Westin, Manuel Jorge Cardoso:
Information Processing in Medical Imaging - 24th International Conference, IPMI 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3, 2015, Proceedings. Lecture Notes in Computer Science 9123, Springer 2015, ISBN 978-3-319-19991-7
Probabilistic Graphical Models
- Suyash P. Awate
, Thyagarajan Radhakrishnan:
Colocalization Estimation Using Graphical Modeling and Variational Bayesian Expectation Maximization: Towards a Parameter-Free Approach. 3-16 - Manuel Jorge Cardoso, Carole H. Sudre
Template-Based Multimodal Joint Generative Model of Brain Data. 17-29 - Nematollah Kayhan Batmanghelich, Ardavan Saeedi, Michael H. Cho, Raúl San José Estépar
Generative Method to Discover Genetically Driven Image Biomarkers. 30-42
MRI Reconstruction
- Joseph Dagher:
A Joint Acquisition-Estimation Framework for MR Phase Imaging. 45-56 - Lipeng Ning
A Compressed-Sensing Approach for Super-Resolution Reconstruction of Diffusion MRI. 57-68 - Benoit Scherrer, Onur Afacan
Accelerated High Spatial Resolution Diffusion-Weighted Imaging. 69-81
Clustering
- Salim Arslan
Joint Spectral Decomposition for the Parcellation of the Human Cerebral Cortex Using Resting-State fMRI. 85-97 - Ali Gooya
Joint Clustering and Component Analysis of Correspondenceless Point Sets: Application to Cardiac Statistical Modeling. 98-109
Statistical Methods
- Bernard Ng, Jean-Baptiste Poline, Bertrand Thirion, Michael D. Greicius:
Bootstrapped Permutation Test for Multiresponse Inference on Brain Behavior Associations. 113-124 - Junning Li, Yonggang Shi, Arthur W. Toga:
Controlling False Discovery Rate in Signal Space for Transformation-Invariant Thresholding of Statistical Maps. 125-136
Longitudinal Analysis
- Yi Hong, Nikhil Singh, Roland Kwitt
Group Testing for Longitudinal Data. 139-151 - Wolf-Dieter Vogl, Sebastian M. Waldstein
Spatio-Temporal Signatures to Predict Retinal Disease Recurrence. 152-163
Microstructure Imaging
- Rutger Fick, Demian Wassermann
A Unifying Framework for Spatial and Temporal Diffusion in Diffusion MRI. 167-178 - Damien J. McHugh, Fenglei Zhou
Ground Truth for Diffusion MRI in Cancer: A Model-Based Investigation of a Novel Tissue-Mimetic Material. 179-190
Shape Analysis
- Stefan Sommer
Anisotropic Distributions on Manifolds: Template Estimation and Most Probable Paths. 193-204 - Boris A. Gutman, P. Thomas Fletcher, Manuel Jorge Cardoso, Greg M. Fleishman, Marco Lorenzi
A Riemannian Framework for Intrinsic Comparison of Closed Genus-Zero Shapes. 205-218
Multi-atlas Fusion
- Lisa M. Koch
Multi-atlas Segmentation as a Graph Labelling Problem: Application to Partially Annotated Atlas Data. 221-232 - Christian Wachinger
Keypoint Transfer Segmentation. 233-245
Fast Image Registration
- Miaomiao Zhang, P. Thomas Fletcher:
Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration. 249-260 - Alexandre Gramfort
Fast Optimal Transport Averaging of Neuroimaging Data. 261-272
Deformation Models
- Pietro Gori, Olivier Colliot
Joint Morphometry of Fiber Tracts and Gray Matter Structures Using Double Diffeomorphisms. 275-287 - Peter Fischer
A Robust Probabilistic Model for Motion Layer Separation in X-ray Fluoroscopy. 288-299
Poster Papers
- Xiaofan Zhang, Hai Su, Lin Yang, Shaoting Zhang:
Weighted Hashing with Multiple Cues for Cell-Level Analysis of Histopathological Images. 303-314 - Mingzhen Tan
Multiresolution Diffeomorphic Mapping for Cortical Surfaces. 315-326 - Nima Tajbakhsh, Suryakanth R. Gurudu, Jianming Liang
A Comprehensive Computer-Aided Polyp Detection System for Colonoscopy Videos. 327-338 - Matthew Toews, Christian Wachinger
A Feature-Based Approach to Big Data Analysis of Medical Images. 339-350 - Boris Flach, Archibald Pontier:
Joint Segmentation and Registration Through the Duality of Congealing and Maximum Likelihood Estimate. 351-362 - Christian F. Baumgartner
Self-Aligning Manifolds for Matching Disparate Medical Image Datasets. 363-374 - Jiaqi Sun, Elham Sakhaee, Alireza Entezari, Baba C. Vemuri:
Leveraging EAP-Sparsity for Compressed Sensing of MS-HARDI in (k, q)-Space. 375-386 - Alexander Schmidt-Richberg, Ricardo Guerrero, Christian Ledig
Multi-stage Biomarker Models for Progression Estimation in Alzheimer's Disease. 387-398 - Anand A. Joshi
Measuring Asymmetric Interactions in Resting State Brain Networks. 399-410 - Zhengyu Su, Wei Zeng, Yalin Wang
Shape Classification Using Wasserstein Distance for Brain Morphometry Analysis. 411-423 - Murat Bilgel
Temporal Trajectory and Progression Score Estimation from Voxelwise Longitudinal Imaging Measures: Application to Amyloid Imaging. 424-436 - Thomas Schlegl
Predicting Semantic Descriptions from Medical Images with Convolutional Neural Networks. 437-448 - Zhennan Yan, Yiqiang Zhan, Zhigang Peng, Shu Liao, Yoshihisa Shinagawa, Dimitris N. Metaxas, Xiang Sean Zhou:
Bodypart Recognition Using Multi-stage Deep Learning. 449-461 - Karl-Heinz Nenning
Multi-subject Manifold Alignment of Functional Network Structures via Joint Diagonalization. 462-473 - Herve Lombaert, Michael Arcaro
Brain Transfer: Spectral Analysis of Cortical Surfaces and Functional Maps. 474-487 - Hongzhi Wang, Yu Cao, Tanveer Fathima Syeda-Mahmood:
Finding a Path for Segmentation Through Sequential Learning. 488-500 - Ken C. L. Wong, Ronald M. Summers, Electron Kebebew, Jianhua Yao
Pancreatic Tumor Growth Prediction with Multiplicative Growth and Image-Derived Motion. 501-513 - Nagesh K. Subbanna, Doina Precup, Douglas L. Arnold, Tal Arbel:
IMaGe: Iterative Multilevel Probabilistic Graphical Model for Detection and Segmentation of Multiple Sclerosis Lesions in Brain MRI. 514-526 - Emmanuel Piuze, Jon Sporring
Moving Frames for Heart Fiber Reconstruction. 527-539 - Jieqing Jiao, Pawel Markiewicz, Ninon Burgos
Detail-Preserving PET Reconstruction with Sparse Image Representation and Anatomical Priors. 540-551 - Kristina Prokopetc, Toby Collins, Adrien Bartoli:
Automatic Detection of the Uterus and Fallopian Tube Junctions in Laparoscopic Images. 552-563 - Jean-Baptiste Schiratti, Stéphanie Allassonnière, Alexandre Routier, Olivier Colliot
A Mixed-Effects Model with Time Reparametrization for Longitudinal Univariate Manifold-Valued Data. 564-575 - Islem Rekik, Gang Li, Weili Lin, Dinggang Shen:
Prediction of Longitudinal Development of Infant Cortical Surface Shape Using a 4D Current-Based Learning Framework. 576-587 - Wei Shen, Mu Zhou, Feng Yang, Caiyun Yang, Jie Tian:
Multi-scale Convolutional Neural Networks for Lung Nodule Classification. 588-599 - Sarah Parisot, Salim Arslan
Tractography-Driven Groupwise Multi-scale Parcellation of the Cortex. 600-612 - Alexandru Duliu, Richard Brosig, Saahil Ognawala, Tobias Lasser
Illumination Compensation and Normalization Using Low-Rank Decomposition of Multispectral Images in Dermatology. 613-625 - Marco Lorenzi
Efficient Gaussian Process-Based Modelling and Prediction of Image Time Series. 626-637 - Mark S. Graham
A Simulation Framework for Quantitative Validation of Artefact Correction in Diffusion MRI. 638-649 - Birkan Tunç, Varsha Shankar, Drew Parker, Robert T. Schultz, Ragini Verma:
Towards a Quantified Network Portrait of a Population. 650-661 - John A. Onofrey
Segmenting the Brain Surface from CT Images with Artifacts Using Dictionary Learning for Non-rigid MR-CT Registration. 662-674 - Gabriel Girard, Rutger Fick, Maxime Descoteaux, Rachid Deriche
AxTract: Microstructure-Driven Tractography Based on the Ensemble Average Propagator. 675-686 - Christian Wachinger
Sampling from Determinantal Point Processes for Scalable Manifold Learning. 687-698 - Andrada Ianus
Model-Based Estimation of Microscopic Anisotropy in Macroscopically Isotropic Substrates Using Diffusion MRI. 699-710 - Alexandra L. Young
Multiple Orderings of Events in Disease Progression. 711-722 - Jonghye Woo, Fangxu Xing
Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech. 723-732 - Amod Jog, Aaron Carass
Tree-Encoded Conditional Random Fields for Image Synthesis. 733-745 - Greg M. Fleishman, Boris A. Gutman, P. Thomas Fletcher, Paul M. Thompson:
Simultaneous Longitudinal Registration with Group-Wise Similarity Prior. 746-757 - Dan Shen, Hongtu Zhu:
Spatially Weighted Principal Component Regression for High-Dimensional Prediction. 758-769 - Burak Yoldemir, Bernard Ng, Rafeef Abugharbieh:
Coupled Stable Overlapping Replicator Dynamics for Multimodal Brain Subnetwork Identification. 770-781 - Jian Cheng
Joint 6D k-q Space Compressed Sensing for Accelerated High Angular Resolution Diffusion MRI. 782-793 - Xinchao Luo, Lixing Zhu
Functional Nonlinear Mixed Effects Models for Longitudinal Image Data. 794-805
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