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Medical Image Analysis, Volume 18
Volume 18, Number 1, January 2014
- Yu Chen, Laurent Navarro
, Yan Wang, Guy Courbebaisse
Segmentation of the thrombus of giant intracranial aneurysms from CT angiography scans with lattice Boltzmann method. 1-8 - Eva Dittrich, Tammy Riklin Raviv
A spatio-temporal latent atlas for semi-supervised learning of fetal brain segmentations and morphological age estimation. 9-21 - Laura Fernandez-de-Manuel, Gert Wollny
Organ-focused mutual information for nonrigid multimodal registration of liver CT and Gd-EOB-DTPA-enhanced MRI. 22-35 - Alexandre Gramfort
Denoising and fast diffusion imaging with physically constrained sparse dictionary learning. 36-49 - Avan Suinesiaputra
A collaborative resource to build consensus for automated left ventricular segmentation of cardiac MR images. 50-62 - Romain Guibert
Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images. 63-82 - Karl Krissian, José M. Carreira-Villamor
Semi-automatic segmentation and detection of aorta dissection wall in MDCT angiography. 83-102 - Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. 103-117 - Alison M. Pouch, Hongzhi Wang, Manabu Takabe, Benjamin M. Jackson, Joseph H. Gorman III, Robert C. Gorman, Paul A. Yushkevich
Fully automatic segmentation of the mitral leaflets in 3D transesophageal echocardiographic images using multi-atlas joint label fusion and deformable medial modeling. 118-129 - Sho Tomoshige, Elco Oost, Akinobu Shimizu, Hidefumi Watanabe, Shigeru Nawano:
A conditional statistical shape model with integrated error estimation of the conditions; Application to liver segmentation in non-contrast CT images. 130-143 - Carole Frindel
A 3-D spatio-temporal deconvolution approach for MR perfusion in the brain. 144-160 - Xiang Hao, Kristen Zygmunt, Ross T. Whitaker, P. Thomas Fletcher:
Improved segmentation of white matter tracts with adaptive Riemannian metrics. 161-175 - Adrien Depeursinge
Three-dimensional solid texture analysis in biomedical imaging: Review and opportunities. 176-196 - Jin-Kyu Gahm
The effects of noise over the complete space of diffusion tensor shape. 197-210 - Lee-Ling S. Ong
A Bayesian filtering approach to incorporate 2D/3D time-lapse confocal images for tracking angiogenic sprouting cells interacting with the gel matrix. 211-227 - Mikael Wallman, Nicolas Smith, Blanca Rodríguez
Computational methods to reduce uncertainty in the estimation of cardiac conduction properties from electroanatomical recordings. 228-240
Volume 18, Number 2, February 2014
- Alessandro Bria, Nico Karssemeijer, Francesco Tortorella
Learning from unbalanced data: A cascade-based approach for detecting clustered microcalcifications. 241-252 - Xiaojie Huang, Donald P. Dione, Colin B. Compas, Xenophon Papademetris, Ben A. Lin, Alda Bregasi, Albert J. Sinusas, Lawrence H. Staib
Contour tracking in echocardiographic sequences via sparse representation and dictionary learning. 253-271 - Ting Xu, Dimitrios Vavylonis, Xiaolei Huang:
3D actin network centerline extraction with multiple active contours. 272-284 - Sharmishtaa Seshamani, Xi Cheng, Mads Fogtmann, Moriah E. Thomason
A Method for handling intensity inhomogenieties in fMRI sequences of moving anatomy of the early developing brain. 285-300 - Valentin Hamy, Nikolaos Dikaios
Respiratory motion correction in dynamic MRI using robust data decomposition registration - Application to DCE-MRI. 301-313 - Hassan Rivaz, Emad Boctor, Michael A. Choti, Gregory D. Hager:
Ultrasound elastography using multiple images. 314-329 - Ashnil Kumar
A graph-based approach for the retrieval of multi-modality medical images. 330-342 - Hassan Rivaz, Zahra Karimaghaloo, D. Louis Collins
Self-similarity weighted mutual information: A new nonrigid image registration metric. 343-358 - Geert Litjens
Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 challenge. 359-373 - Colin Jacobs
Automatic detection of subsolid pulmonary nodules in thoracic computed tomography images. 374-384 - Andrew H. Gee, Graham M. Treece:
Systematic misregistration and the statistical analysis of surface data. 385-393 - Hadrien Courtecuisse, Jérémie Allard, Pierre Kerfriden
Real-time simulation of contact and cutting of heterogeneous soft-tissues. 394-410 - David Nam, Judith Mantell
A Novel Framework for Segmentation of Secretory Granules in Electron Micrographs. 411-424 - Ángela Fernández
Diffusion methods for aligning medical datasets: Location prediction in CT scan images. 425-432 - Romain Guibert
Corrigendum to "Group-wise construction of reduced models for understanding and characterization of pulmonary blood flows from medical images" [Med. Image Anal. 18(2014) 63-82]. 433 - David Major, Jirí Hladuvka
Erratum to "Automated landmarking and labeling of fully and partially scanned spinal columns in CT images" [Med. Image Anal. 17(2013) 1151-1163]. 434
Volume 18, Number 3, April 2014
- Emilio Parrado-Hernández
Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction. 435-448 - Sascha E. A. Muenzing, Bram van Ginneken
DIRBoost-An algorithm for boosting deformable image registration: Application to lung CT intra-subject registration. 449-459 - Andrew J. Asman, Frederick W. Bryan, Seth A. Smith, Daniel S. Reich, Bennett A. Landman:
Groupwise multi-atlas segmentation of the spinal cord's internal structure. 460-471 - Suhyung Park, Jaeseok Park:
Compressed sensing MRI exploiting complementary dual decomposition. 472-486 - Cheng Chen, Weiguo Xie, Jochen Franke, Paul Alfred Grützner, Lutz-Peter Nolte, Guoyan Zheng
Automatic X-ray landmark detection and shape segmentation via data-driven joint estimation of image displacements. 487-499 - Thomas Dietenbeck
Whole myocardium tracking in 2D-echocardiography in multiple orientations using a motion constrained level-set. 500-514 - Ramón Aranda
A flocking based method for brain tractography. 515-530 - Jens Petersen
Optimal surface segmentation using flow lines to quantify airway abnormalities in chronic obstructive pulmonary disease. 531-541 - Güray Erus, Evangelia I. Zacharaki
Individualized statistical learning from medical image databases: Application to identification of brain lesions. 542-554 - Yixun Liu, Samira M. Sadowski, Allison B. Weisbrod, Electron Kebebew, Ronald M. Summers, Jianhua Yao
Patient specific tumor growth prediction using multimodal images. 555-566 - Shekhar S. Chandra, Ying Xia
Focused shape models for hip joint segmentation in 3D magnetic resonance images. 567-578 - Gwenolé Quellec
Real-time recognition of surgical tasks in eye surgery videos. 579-590 - Yan Xu
Weakly supervised histopathology cancer image segmentation and classification. 591-604 - Fitsum A. Reda, Theodore R. McRackan, Robert F. Labadie, Benoit M. Dawant, Jack H. Noble:
Automatic segmentation of intra-cochlear anatomy in post-implantation CT of unilateral cochlear implant recipients. 605-615 - Nikhil Singh, P. Thomas Fletcher, J. Samuel Preston, Richard D. King, J. S. Marron, Michael W. Weiner, Sarang C. Joshi:
Quantifying anatomical shape variations in neurological disorders. 616-633
Volume 18, Number 4, May 2014
- Carlos S. Mendoza, Nabile M. Safdar, Kazunori Okada, Emmarie Myers, Gary F. Rogers, Marius George Linguraru:
Personalized assessment of craniosynostosis via statistical shape modeling. 635-646 - Sarah Parisot, William M. Wells III, Stéphane Chemouny, Hugues Duffau, Nikos Paragios:
Concurrent tumor segmentation and registration with uncertainty-based sparse non-uniform graphs. 647-659 - Wu Qiu, Jing Yuan, Eranga Ukwatta
Dual optimization based prostate zonal segmentation in 3D MR images. 660-673 - Thomy Mertzanidou
MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters. 674-683 - Yi Hong, Brad Davis, J. S. Marron, Roland Kwitt
Statistical atlas construction via weighted functional boxplots. 684-698
Volume 18, Number 5, July 2014
- Qian Zhao, Kazunori Okada, Kenneth Rosenbaum, Lindsay Kehoe, Dina J. Zand, Raymond W. Sze, Marshall Summar
Digital facial dysmorphology for genetic screening: Hierarchical constrained local model using ICA. 699-710 - Negar Bazargani, Aria Nosratinia
Joint maximum likelihood estimation of activation and Hemodynamic Response Function for fMRI. 711-724 - Jianfei Liu, Shijun Wang, Marius George Linguraru, Jianhua Yao
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. 725-739 - Frank Preiswerk
Model-guided respiratory organ motion prediction of the liver from 2D ultrasound. 740-751 - Jayaram K. Udupa, Dewey Odhner, Liming Zhao, Yubing Tong, Monica M. S. Matsumoto
Body-wide hierarchical fuzzy modeling, recognition, and delineation of anatomy in medical images. 752-771 - John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning. 772-780 - Fabian Rathke, Stefan Schmidt
Probabilistic intra-retinal layer segmentation in 3-D OCT images using global shape regularization. 781-794 - Tuo Zhang, Hanbo Chen, Lei Guo, Kaiming Li, Longchuan Li, Shu Zhang, Dinggang Shen, Xiaoping Hu
Characterization of U-shape streamline fibers: Methods and applications. 795-807 - Tong Tong, Robin Wolz, Qinquan Gao, Ricardo Guerrero, Joseph V. Hajnal
Multiple instance learning for classification of dementia in brain MRI. 808-818
Volume 18, Number 6, August 2014
- Dimitris N. Metaxas, Leon Axel
Preface. 819 - Alessandro Daducci, Dimitri Van De Ville
Sparse regularization for fiber ODF reconstruction: From the suboptimality of l2 and l1 priors to l0. 820-833 - Chen Chen, Junzhou Huang
The benefit of tree sparsity in accelerated MRI. 834-842 - Xiaobo Qu
Magnetic resonance image reconstruction from undersampled measurements using a patch-based nonlocal operator. 843-856 - Dornoosh Zonoobi
A computationally efficient method for reconstructing sequences of MR images from undersampled k-space data. 857-865 - Ruogu Fang
Improving low-dose blood-brain barrier permeability quantification using sparse high-dose induced prior for Patlak model. 866-880 - Guorong Wu, Qian Wang
A generative probability model of joint label fusion for multi-atlas based brain segmentation. 881-890 - Dongdong Lin, Vince D. Calhoun
Correspondence between fMRI and SNP data by group sparse canonical correlation analysis. 891-902 - Yuanjie Zheng, Ebenezer Daniel, Allan A. Hunter III, Rui Xiao, Jianbin Gao
Landmark matching based retinal image alignment by enforcing sparsity in correspondence matrix. 903-913 - Tian Cao
Multi-modal registration for correlative microscopy using image analogies. 914-926 - Yang Yu, Shaoting Zhang
Deformable models with sparsity constraints for cardiac motion analysis. 927-937
Volume 18, Number 7, October 2014
- Christian F. Baumgartner
High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment. 939-952 - Ben Jeurissen
Automated correction of improperly rotated diffusion gradient orientations in diffusion weighted MRI. 953-962 - Benjamin J. Irving
Computer assisted detection of abnormal airway variation in CT scans related to paediatric tuberculosis. 963-976 - Amr El-Labban, Andrew Zisserman, Yusuke Toyoda, Alexander W. Bird, Anthony A. Hyman:
Temporal models for mitotic phase labelling. 977-988 - Nikolaos Dikaios
Direct parametric reconstruction from undersampled (k, t)-space data in dynamic contrast enhanced MRI. 989-1001 - Jia Du, Ameer Pasha Hosseinbor, Moo K. Chung
Diffeomorphic metric mapping and probabilistic atlas generation of hybrid diffusion imaging based on BFOR signal basis. 1002-1014 - Devis Peressutti, Graeme P. Penney, Christoph Kolbitsch
Personalising population-based respiratory motion models of the heart using neighbourhood approximation based on learnt anatomical features. 1015-1025 - Xiwei Zhang, Guillaume Thibault, Etienne Decencière
Exudate detection in color retinal images for mass screening of diabetic retinopathy. 1026-1043 - Marco Pereañez, Karim Lekadir, Constantine Butakoff
A framework for the merging of pre-existing and correspondenceless 3D statistical shape models. 1044-1058 - Nirmalya Ghosh, Yu Sun, Bir Bhanu
Automated detection of brain abnormalities in neonatal hypoxia ischemic injury from MR images. 1059-1069 - Andrew J. Asman, Bennett A. Landman:
Hierarchical performance estimation in the statistical label fusion framework. 1070-1081 - Camille Kurtz
On combining image-based and ontological semantic dissimilarities for medical image retrieval applications. 1082-1100 - Thiago Ramos dos Santos, Alexander Seitel
Pose-independent surface matching for intra-operative soft-tissue marker-less registration. 1101-1114 - Sandro F. Queiros
Fast automatic myocardial segmentation in 4D cine CMR datasets. 1115-1131 - Pankaj Daga, Tejas Pendse, Marc Modat
Susceptibility artefact correction using dynamic graph cuts: Application to neurosurgery. 1132-1142 - Yogesh Rathi, Oleg V. Michailovich, Frederik B. Laun
Multi-shell diffusion signal recovery from sparse measurements. 1143-1156 - Simona Celi
In-vivo segmentation and quantification of coronary lesions by optical coherence tomography images for a lesion type definition and stenosis grading. 1157-1168 - Songbai Ji, Xiaoyao Fan, David W. Roberts, Alex Hartov, Keith D. Paulsen:
Cortical surface shift estimation using stereovision and optical flow motion tracking via projection image registration. 1169-1183 - Mattias Hansson, Sami S. Brandt
Segmentation of B-mode cardiac ultrasound data by Bayesian Probability Maps. 1184-1199 - Andrew N. Cookson
A spatially-distributed computational model to quantify behaviour of contrast agents in MR perfusion imaging. 1200-1216 - Rina Dewi Rudyanto, Sjoerd Kerkstra, Eva M. van Rikxoort
Comparing algorithms for automated vessel segmentation in computed tomography scans of the lung: the VESSEL12 study. 1217-1232 - Liang Shan, Christopher Zach, Cecil Charles, Marc Niethammer:
Automatic atlas-based three-label cartilage segmentation from MR knee images. 1233-1246 - Benoît Lelandais
Fusion of multi-tracer PET images for dose painting. 1247-1259
Volume 18, Number 8, December 2014
Editorial
- Kensaku Mori
Editorial for the MEDIA special issue on MICCAI 2013. 1261
- Darko Zikic, Ben Glocker
Encoding atlases by randomized classification forests for efficient multi-atlas label propagation. 1262-1273 - Gang Li
Simultaneous and consistent labeling of longitudinal dynamic developing cortical surfaces in infants. 1274-1289 - Pei Zhang, Marc Niethammer, Dinggang Shen, Pew-Thian Yap:
Large deformation diffeomorphic registration of diffusion-weighted imaging data. 1290-1298 - Bartlomiej W. Papiez
An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration. 1299-1311
- Bernhard Fuerst, Wolfgang Wein, Markus Müller, Nassir Navab:
Automatic ultrasound-MRI registration for neurosurgery using the 2D and 3D LC2 Metric. 1312-1319 - Tobias Heimann, Peter Mountney
Real-time ultrasound transducer localization in fluoroscopy images by transfer learning from synthetic training data. 1320-1328 - Philipp Matthies, José Gardiazabal, Asli Okur
Mini gamma cameras for intra-operative nuclear tomographic reconstruction. 1329-1336
- Yasser Ghanbari, Alex R. Smith, Robert T. Schultz, Ragini Verma:
Identifying group discriminative and age regressive sub-networks from DTI-based connectivity via a unified framework of non-negative matrix factorization and graph embedding. 1337-1348 - Peter Savadjiev, Yogesh Rathi, Sylvain Bouix
Fusion of white and gray matter geometry: A framework for investigating brain development. 1349-1360 - Oliver Zettinig, Tommaso Mansi, Dominik Neumann, Bogdan Georgescu, Saikiran Rapaka
Data-driven estimation of cardiac electrical diffusivity from 12-lead ECG signals. 1361-1376
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