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Natasha Leporé
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- affiliation: University of Southern California, Los Angeles, Department of Biomedical Engineering, CA, USA
- affiliation: Children's Hospital of Los Angeles, Department of Radiology, CA, USA
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2020 – today
- 2024
- [c57]Wenhui Zhu, Peijie Qiu, Xiwen Chen, Xin Li, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang:
nnMobileNet: Rethinking CNN for Retinopathy Research. CVPR Workshops 2024: 2285-2294 - [c56]Austin Tapp, Abhijeet Parida, Can Zhao, Van Lam, Natasha Leporé, Syed Muhammad Anwar, Marius George Linguraru:
MR to CT Synthesis Using 3d Latent Diffusion. ISBI 2024: 1-5 - [c55]Zhangsihao Yang, Yi Su, Rahimeh Rouhi, Mohammad Farazi, Wenhui Zhu, Yanxi Chen, Eric M. Reiman, Richard J. Caselli, Kewei Chen, Yalin Wang, Natasha Leporé:
Pre-Training Graph Attention Convolution for Brain Structural Imaging Biomarker Analysis and Its Application to Alzheimer's Disease Pathology Identification. ISBI 2024: 1-5 - [c54]Austin Tapp, Can Zhao, Holger R. Roth, Jeffrey Tanedo, Syed Muhammad Anwar, Niall J. Bourke, Joseph V. Hajnal, Victoria Nankabirwa, Sean C. L. Deoni, Natasha Leporé, Marius George Linguraru:
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion. MICCAI (3) 2024: 444-454 - 2023
- [c53]Wenhui Zhu
, Peijie Qiu
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI 2023: 56-65 - [c52]Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin D. Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé:
Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM 2023: 1-5 - [i4]Wenhui Zhu, Peijie Qiu
NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research. CoRR abs/2306.01289 (2023) - 2022
- [i3]Wenhui Zhu, Peijie Qiu
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation. CoRR abs/2210.05946 (2022) - [i2]Jianfeng Wu, Yi Su, Wenhui Zhu, Negar Jalili Mallak, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang:
Improved Prediction of Beta-Amyloid and Tau Burden Using Hippocampal Surface Multivariate Morphometry Statistics and Sparse Coding. CoRR abs/2211.05235 (2022) - 2021
- [j16]Yonghui Fan, Gang Wang, Qunxi Dong, Yuxiang Liu
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative. Medical Image Anal. 72: 102123 (2021) - [i1]Jianfeng Wu, Wenhui Zhu, Yi Su, Jie Gui, Natasha Leporé, Eric M. Reiman, Richard J. Caselli, Paul M. Thompson, Kewei Chen, Yalin Wang:
Predicting Tau Accumulation in Cerebral Cortex with Multivariate MRI Morphometry Measurements, Sparse Coding, and Correntropy. CoRR abs/2110.10709 (2021) - 2020
- [j15]Yaqiong Chai
MRI Restoration Using Edge-Guided Adversarial Learning. IEEE Access 8: 83858-83870 (2020) - [c51]Mohammad Farazi, Liang Zhan, Natasha Leporé, Paul M. Thompson
A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks. ISBI 2020: 1-5
2010 – 2019
- 2019
- [c50]Liyun Tu
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Computer-Aided Diagnosis 2019: 1095035 - [e2]Natasha Leporé, Jorge Brieva, Eduardo Romero, Daniel Racoceanu, Leo Joskowicz:
Processing and Analysis of Biomedical Information - First International SIPAIM Workshop, SaMBa 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 20, 2018, Revised Selected Papers. Lecture Notes in Computer Science 11379, Springer 2019, ISBN 978-3-030-13834-9 [contents] - 2018
- [j14]Fernando Yepes-Calderon
EdgeRunner: a novel shape-based pipeline for tumours analysis and characterisation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6(1): 84-92 (2018) - [c49]Botian Xu, Yaqiong Chai, Cristina M. Galarza, Chau Q. Vu, Benita Tamrazi, Bilwaj Gaonkar, Luke Macyszyn, Thomas D. Coates Jr., Natasha Leporé, John C. Wood:
Orchestral fully convolutional networks for small lesion segmentation in brain MRI. ISBI 2018: 889-892 - [c48]Yaqiong Chai, Jieshen Chen, Cristina M. Galarza, Maayke A. Sluman, Botian Xu, Chau Q. Vu, Edo Richard
Cerebral blood flow and predictors of white matter lesions in adults with Tetralogy of Fallot. ISBI 2018: 1309-1312 - [c47]Liyun Tu
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Computer-Aided Diagnosis 2018: 105751U - [c46]Yonghui Fan, Gang Wang, Natasha Leporé, Yalin Wang
A Tetrahedron-Based Heat Flux Signature for Cortical Thickness Morphometry Analysis. MICCAI (3) 2018: 420-428 - 2017
- [j13]Julie Coloigner
Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease. Brain Connect. 7(7): 443-453 (2017) - [c45]Niharika Gajawelli, Sean C. L. Deoni, Holly Dirks, Douglas C. Dean III, Jonathan O'Muircheartaigh
Central sulcus development in early childhood. EMBC 2017: 161-164 - [c44]Clarissa James, Franco Lepore, Olivier Collignon, Niharika Gajawelli, Natasha Leporé, Olivier Coulon:
Central sulcus depth and sulcal profile differences between congenitally blind and sighted individuals. EMBC 2017: 3008-3011 - [c43]Roza Vlasova
Contribution to speech development of the right anterior putamen revealed with multivariate tensor-based morphometry. EMBC 2017: 3085-3087 - [c42]Zane Chou, Natacha Paquette
Bayesian automated cortical segmentation for neonatal MRI. SIPAIM 2017: 105720R - [c41]Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang
Cranial thickness changes in early childhood. SIPAIM 2017: 105720O - [e1]Eduardo Romero, Natasha Leporé, Jorge Brieva, Juan David García:
13th International Symposium on Medical Information Processing and Analysis, SIPAIM 2017, San Andres Island, Colombia, 5-7 October 2017. SPIE Proceedings 10572, SPIE 2017, ISBN 9781510616332 [contents] - 2016
- [c40]Yaqiong Chai, Adam Bush, Julie Coloigner
An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling. ISBI 2016: 1101-1104 - [c39]Julie Coloigner
Functional connectivity analysis for thalassemia disease based on a graphical lasso model. ISBI 2016: 1295-1298 - [c38]Fernando Yepes-Calderon, Rebecca Johnson, Yi Lao, Darryl Hwang
The 3D EdgeRunner Pipeline: a novel shape-based analysis for neoplasms characterization. Biomedical Applications in Molecular, Structural, and Functional Imaging 2016: 97882N - [c37]Julie Coloigner
BOLD delay times using group delay in sickle cell disease. Image Processing 2016: 97843M - 2015
- [j12]Bryce Wilkins, Namgyun Lee
Fiber estimation and tractography in diffusion MRI: Development of simulated brain images and comparison of multi-fiber analysis methods at clinical b-values. NeuroImage 109: 341-356 (2015) - [j11]Jie Shi
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 13(3): 321-336 (2015) - [c36]Niharika Gajawelli, Sean C. L. Deoni, Holly Dirks, Douglas C. Dean III, Jonathan O'Muircheartaigh
Characterization of the central sulcus in the brain in early childhood. EMBC 2015: 149-152 - 2014
- [c35]Fernando Yepes-Calderon, Adriana Velasquez
Magnetic resonance image enhancement by reducing receptors' effective size and enabling multiple channel acquisition. EMBC 2014: 2420-2423 - [c34]Fernando Yepes-Calderon, Fabian Pedregosa, Bertrand Thirion, Yalin Wang
Automatic pathology classification using a single feature machine learning support - vector machines. Computer-Aided Diagnosis 2014: 903524 - [c33]Sinchai Tsao, Niharika Gajawelli, Jiayu Zhou, Jie Shi
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso. Image Processing 2014: 90342L - [c32]Yi Lao, Niharika Gajawelli, Lauren Haas, Bryce Wilkins, Darryl Hwang, Sinchai Tsao, Yalin Wang
3D pre- versus post-season comparisons of surface and relative pose of the corpus callosum in contact sport athletes. Image Processing 2014: 90344E - 2013
- [c31]Yi Lao, Jie Shi
Statistical Analysis of Relative Pose of the Thalamus in Preterm Neonates. CLIP 2013: 1-9 - [c30]Bryce Wilkins, Namgyun Lee, Vidya Rajagopalan, Meng Law, Natasha Leporé:
Effect of Data Acquisition and Analysis Method on Fiber Orientation Estimation in Diffusion MRI. CDMRI/MMBC@MICCAI 2013: 13-24 - 2012
- [c29]Jie Shi, Yalin Wang, Rafael Ceschin, Xing An, Marvin D. Nelson, Ashok Panigrahy, Natasha Leporé:
Surface fluid registration and multivariate tensor-based morphometry in newborns - the effects of prematurity on the putamen. APSIPA 2012: 1-8 - [c28]Fernando Yepes
Improving image quality in small animal diffusion tensor imaging at 7T. ICIP 2012: 985-988 - [c27]Francisco Gómez, Andrea Soddu
DTI based structural damage characterization for Disorders of Consciousness. ICIP 2012: 1257-1260 - [c26]Natasha Leporé, Fernando Yepes
Template-based tractography for clinical neonatal diffusion imaging data. Computer-Aided Diagnosis 2012: 83151H - 2011
- [j10]Caroline C. Brun, Natasha Leporé, Xavier Pennec
A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. IEEE Trans. Medical Imaging 30(2): 184-202 (2011) - [c25]Julio Villalon, Anand A. Joshi
Comparison of volumetric registration algorithms for tensor-based morphometry. ISBI 2011: 1536-1541 - 2010
- [j9]Natasha Leporé, Patrice Voss
Brain structure changes visualized in early- and late-onset blind subjects. NeuroImage 49(1): 134-140 (2010) - [c24]Anand A. Joshi
A genetic analysis of cortical thickness in 372 twins. ISBI 2010: 101-104 - [c23]Yi-Yu Chou, Natasha Leporé, Priya Saharan, Sarah K. Madsen, Xue Hua, Clifford R. Jack, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson
Ventricular maps in 804 subjects correlate with cognitive decline, CSF pathology, and imminent Alzheimer's disease. ISBI 2010: 241-244 - [c22]Caroline C. Brun, Natasha Leporé, Xavier Pennec
Statistically assisted fluid image registration algorithm -SAFIRA. ISBI 2010: 364-367 - [c21]Agatha D. Lee, Natasha Leporé, Jan de Leeuw
Multivariate variance-components analysis in DTI. ISBI 2010: 1157-1160 - [c20]Natasha Leporé, Anand A. Joshi
A new combined surface and volume registration. Image Processing 2010: 76231E - [c19]Yi-Yu Chou, Natasha Leporé, Caroline C. Brun, Marina Barysheva, Katie L. McMahon, Greig I. de Zubicaray
Improving fluid registration through white matter segmentation in a twin study design. Image Processing 2010: 76232X
2000 – 2009
- 2009
- [j8]Yi-Yu Chou, Natasha Leporé, Ming-Chang Chiang, Christina Avedissian, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray
Mapping genetic influences on ventricular structure in twins. NeuroImage 44(4): 1312-1323 (2009) - [j7]Eileen Luders, Arthur W. Toga, Natasha Leporé, Christian Gaser
The underlying anatomical correlates of long-term meditation: Larger hippocampal and frontal volumes of gray matter. NeuroImage 45(3): 672-678 (2009) - [j6]Yi-Yu Chou, Natasha Leporé, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak
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 46(2): 394-410 (2009) - [j5]Natasha Leporé, Yonggang Shi, Franco Lepore, Madeleine Fortin, Patrice Voss
Pattern of hippocampal shape and volume differences in blind subjects. NeuroImage 46(4): 949-957 (2009) - [j4]Caroline C. Brun, Natasha Leporé, Xavier Pennec
Mapping the regional influence of genetics on brain structure variability - A Tensor-Based Morphometry study. NeuroImage 48(1): 37-49 (2009) - [c18]Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Ming-Chang Chiang, Sarah Madson, Katie McMahon, Greig I. de Zubicaray
The Multivariate A/C/E Model and the Genetics of Fiber Architecture. ISBI 2009: 126-128 - [c17]Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray
Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins. ISBI 2009: 819-822 - [c16]Caroline C. Brun, Natasha Leporé, Xavier Pennec
A Lagrangian Formulation for Statistical Fluid Registration. ISBI 2009: 975-978 - [c15]Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray
Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects. MICCAI (1) 2009: 498-505 - [c14]Agatha D. Lee, Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Marina Barysheva, Ming-Chang Chiang, Sarah K. Madsen, Greig I. de Zubicaray
Tensor-Based Analysis of Genetic Influences on Brain Integrity Using DTI in 100 Twins. MICCAI (1) 2009: 967-974 - [c13]Yi-Yu Chou, Natasha Leporé, Christina Avedissian, Sarah K. Madsen, Xue Hua, Clifford R. Jack, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson:
Mapping ventricular expansion and its clinical correlates in Alzheimer's disease and mild cognitive impairment using multi-atlas fluid image alignment. Image Processing 2009: 725930 - 2008
- [j3]Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray
Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer's disease. NeuroImage 40(2): 615-630 (2008) - [j2]Xue Hua, Alex D. Leow, Suh Lee, Andrea D. Klunder, Arthur W. Toga, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Ming-Chang Chiang, Marina Barysheva, Clifford R. Jack Jr.
3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry. NeuroImage 41(1): 19-34 (2008) - [j1]Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Ming-Chang Chiang, Rebecca A. Dutton, Kiralee M. Hayashi, Eileen Luders, Oscar L. Lopez, Howard Aizenstein
Generalized Tensor-Based Morphometry of HIV/AIDS Using Multivariate Statistics on Deformation Tensors. IEEE Trans. Medical Imaging 27(1): 129-141 (2008) - [c12]Yi-Yu Chou, Natasha Leporé, Marina Barysheva, Ming-Chang Chiang, Katie McMahon, Greig I. de Zubicaray
Quantitative genetic modeling of lateral ventricular shape and volume using multi-atlas fluid image alignment in twins. ISBI 2008: 456-459 - [c11]Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Xavier Pennec
Best individual template selection from deformation tensor minimization. ISBI 2008: 460-463 - [c10]Agatha D. Lee, Natasha Leporé, Marina Barysheva, Yi-Yu Chou, Caroline C. Brun, Sarah K. Madsen, Katie McMahon, Greig I. de Zubicaray
Comparison of fractional and geodesic anisotropy in diffusion tensor images of 90 monozygotic and dizygotic twins. ISBI 2008: 943-946 - [c9]Caroline C. Brun, Natasha Leporé, Xavier Pennec
A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies. ISBI 2008: 1115-1118 - [c8]Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov
Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. MICCAI (2) 2008: 407-415 - [c7]Caroline C. Brun, Natasha Leporé, Xavier Pennec
A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method. MICCAI (2) 2008: 914-921 - 2007
- [c6]Agatha D. Lee, Natasha Leporé, Franco Lepore, Flamine Alary, Patrice Voss
Brain Differences Visualized in the Blind Using Tensor Manifold Statistics and Diffusion Tensor Imaging. FBIT 2007: 470-476 - [c5]Meena Mani, Yi-Yu Chou, Natasha Leporé, Agatha D. Lee, Jan de Leeuw
Mapping Genetic Influences on Brain Shape Using Multi-Atlas Fluid Image Alignment. FBIT 2007: 482-492 - [c4]Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray
Automated 3d Mapping & Shape Analysis of the Lateral Ventricles Via Fluid Registration of Multiple Surface-Based Atlases. ISBI 2007: 1288-1291 - [c3]Natasha Leporé, Caroline C. Brun, Xavier Pennec
Mean Template for Tensor-Based Morphometry Using Deformation Tensors. MICCAI (2) 2007: 826-833 - 2006
- [c2]Natasha Leporé, Alex D. Leow, Paul M. Thompson:
Landmark matching on the sphere using distance functions. ISBI 2006: 450-453 - [c1]Natasha Leporé, Caroline C. Brun, Ming-Chang Chiang, Yi-Yu Chou, Rebecca A. Dutton, Kiralee M. Hayashi, Oscar L. Lopez, Howard Aizenstein, Arthur W. Toga, James T. Becker, Paul M. Thompson
Multivariate Statistics of the Jacobian Matrices in Tensor Based Morphometry and Their Application to HIV/AIDS. MICCAI (1) 2006: 191-198
Coauthor Index
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