Atlas Construction via Dictionary Learning and Group Sparsity

Keywords

Atlas (anatomy), Computer science, Spatial normalization, Artificial intelligence, Normalization (sociology)

References

• Multi-Task Feature Learning Via Efficient l2, 1-Norm MinimizationJun Liu, Shuiwang Ji, Jieping Ye — 2009
• A dynamic 4D probabilistic atlas of the developing brainMaria Kuklisova‐Murgasova, Paul Aljabar, Latha Srinivasan — 2011
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• Multi-Contrast Human Neonatal Brain Atlas: Application to Normal Neonate Development AnalysisKenichi Oishi, Susumu Mori, Pamela Donohue — 2011
• Feature‐based groupwise registration by hierarchical anatomical correspondence detectionGuorong Wu, Qian Wang, Hongjun Jia — 2012
• Diffeomorphic demons: Efficient non-parametric image registrationTom Vercauteren, Xavier Pennec, Aymeric Perchant — 2009
• Towards robust and effective shape modeling: Sparse shape compositionShaoting Zhang, Yiqiang Zhan, Maneesh Dewan — 2012
• Image Super-Resolution Via Sparse RepresentationJianchao Yang, John Wright, Thomas S. Huang — 2010
• Construction of a consistent high-definition spatio-temporal atlas of the developing brain using adaptive kernel regressionAhmed Serag, Paul Aljabar, Gareth Ball — 2012
• Regression Shrinkage and Selection via the LassoRobert Tibshirani — 1996
• Automatic Segmentation of Neonatal Images Using Convex Optimization and Coupled Level SetsLi Wang, Feng Shi, Weili Lin — 2011
• LABEL: Pediatric brain extraction using learning-based meta-algorithmFeng Shi, Li Wang, Yakang Dai — 2012
• journal homepage: www.elsevier.com/locate/ynimg

Cited by

• Boosted multifold sparse representation with application to ILD classificationYang Song, Weidong Cai, Heng Huang — 2012
• Neonatal Atlas Construction Using Sparse RepresentationFeng Shi, Li Wang, Guorong Wu — 2014
• Lesion Detection and Characterization With Context Driven Approximation in Thoracic FDG PET-CT Images of NSCLC StudiesYang Song, Weidong Cai, Heng Huang — 2014
• Prostatome: a combined anatomical and disease based MRI atlas of the prostate.Mirabela Rusu, B Bloch, C. Carl Jaffe — 2014
• Group sparse reconstruction for image segmentationXiaoqiang Lu, Xuelong Li — 2014
• Atlas-based liver segmentation and hepatic fat-fraction assessment for clinical trialsZhennan Yan, Shaoting Zhang, Chaowei Tan — 2015
• Wavelets and sparse methods for image reconstruction and classification in neuroimagingMichał Romaniuk — 2016
• tlas-based liver segmentation and hepatic fat-fraction assessment or clinical trialsZhennan Yan, Shaoting Zhang, Chaowei Tan — 2014
• ADAPTIVE SHAPE PRIOR MODELING VIA ONLINE DICTIONARY LEARNINGShaoting Zhang, Y. Zhan, Yan Zhou — 2014

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