Natasha Leporé
Affiliations:- University of Southern California, Los Angeles, Department of Biomedical Engineering, CA, USA
- Children's Hospital of Los Angeles, Department of Radiology, CA, USA
According to our database1,
Natasha Leporé
authored at least 73 papers
between 2006 and 2023.
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Online presence:
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on chla.org
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on orcid.org
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on keck.usc.edu
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Bibliography
2023
CoRR, 2023
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Proceedings of the Myopic Maculopathy Analysis, 2023
2022
Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding.
CoRR, 2022
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation.
CoRR, 2022
2021
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative.
Medical Image Anal., 2021
Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy.
CoRR, 2021
2020
A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
2019
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis.
Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019
2018
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2018
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography.
Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Cerebral blood flow and predictors of white matter lesions in adults with Tetralogy of Fallot.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
2017
Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease.
Brain Connect., 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017
Contribution to speech development of the right anterior putamen revealed with multivariate tensor-based morphometry.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Central sulcus depth and sulcal profile differences between congenitally blind and sighted individuals.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
2016
Proceedings of the Medical Imaging 2016: Image Processing, 2016
The 3D EdgeRunner Pipeline: a novel shape-based analysis for neoplasms characterization.
Proceedings of the Medical Imaging 2016: Biomedical Applications in Molecular, Structural, and Functional Imaging, San Diego, California, United States, 27 February, 2016
Functional connectivity analysis for thalassemia disease based on a graphical lasso model.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016
2015
Impact of Early and Late Visual Deprivation on the Structure of the Corpus Callosum: A Study Combining Thickness Profile with Surface Tensor-Based Morphometry.
Neuroinformatics, 2015
Fiber estimation and tractography in diffusion MRI: Development of simulated brain images and comparison of multi-fiber analysis methods at clinical b-values.
NeuroImage, 2015
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
3D pre- versus post-season comparisons of surface and relative pose of the corpus callosum in contact sport athletes.
Proceedings of the Medical Imaging 2014: Image Processing, 2014
Automatic pathology classification using a single feature machine learning support - vector machines.
Proceedings of the Medical Imaging 2014: Computer-Aided Diagnosis, 2014
Magnetic resonance image enhancement by reducing receptors' effective size and enabling multiple channel acquisition.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
2013
Effect of Data Acquisition and Analysis Method on Fiber Orientation Estimation in Diffusion MRI.
Proceedings of the Computational Diffusion MRI and Brain Connectivity, 2013
Proceedings of the Clinical Image-Based Procedures. Translational Research in Medical Imaging, 2013
2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Surface fluid registration and multivariate tensor-based morphometry in newborns - the effects of prematurity on the putamen.
Proceedings of the Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2012
2011
IEEE Trans. Medical Imaging, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
2010
NeuroImage, 2010
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Improving fluid registration through white matter segmentation in a twin study design.
Proceedings of the Medical Imaging 2010: Image Processing, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Ventricular maps in 804 subjects correlate with cognitive decline, CSF pathology, and imminent Alzheimer's disease.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010
2009
The underlying anatomical correlates of long-term meditation: Larger hippocampal and frontal volumes of gray matter.
NeuroImage, 2009
NeuroImage, 2009
Mapping correlations between ventricular expansion and CSF amyloid and tau biomarkers in 240 subjects with Alzheimer's disease, mild cognitive impairment and elderly controls.
NeuroImage, 2009
Mapping the regional influence of genetics on brain structure variability - A Tensor-Based Morphometry study.
NeuroImage, 2009
Mapping ventricular expansion and its clinical correlates in Alzheimer's disease and mild cognitive impairment using multi-atlas fluid image alignment.
Proceedings of the Medical Imaging 2009: Image Processing, 2009
Tensor-Based Analysis of Genetic Influences on Brain Integrity Using DTI in 100 Twins.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
2008
Generalized Tensor-Based Morphometry of HIV/AIDS Using Multivariate Statistics on Deformation Tensors.
IEEE Trans. Medical Imaging, 2008
3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry.
NeuroImage, 2008
Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer's disease.
NeuroImage, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Comparison of fractional and geodesic anisotropy in diffusion tensor images of 90 monozygotic and dizygotic twins.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
Quantitative genetic modeling of lateral ventricular shape and volume using multi-atlas fluid image alignment in twins.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008
2007
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2007, 10th International Conference, Brisbane, Australia, October 29, 2007
Automated 3d Mapping & Shape Analysis of the Lateral Ventricles Via Fluid Registration of Multiple Surface-Based Atlases.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
Brain Differences Visualized in the Blind Using Tensor Manifold Statistics and Diffusion Tensor Imaging.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
2006
Multivariate Statistics of the Jacobian Matrices in Tensor Based Morphometry and Their Application to HIV/AIDS.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the 2006 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2006