Natasha Leporé

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 28

Top Topics

Early Childhood

Corpus Callosum

Top Venues

Medical Imaging: Computer-Aided Diagnosis

Publications

Rahimeh Rouhi, Jeffrey Tanedo, Iris Miao Wei, Malia Valder, Shreyash Zanjal, Niharika Gajawelli, Marvin Nelson, Sean C. L. Deoni, Yalin Wang, Marius George Linguraru, Natasha Leporé
Automated Segmentation of the Hippocampus in Pediatric Imaging. SIPAIM (2023)
Wenhui Zhu, Peijie Qiu, Xiwen Chen, Huayu Li, Hao Wang, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Beyond MobileNet: An Improved MobileNet for Retinal Diseases. MMAC@MICCAI (2023)
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
NNMobile-Net: Rethinking CNN Design for Deep Learning-Based Retinopathy Research. CoRR (2023)
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 (2022)
Wenhui Zhu, Peijie Qiu, Natasha Leporé, Oana M. Dumitrascu, Yalin Wang
Self-Supervised Equivariant Regularization Reconciles Multiple Instance Learning: Joint Referable Diabetic Retinopathy Classification and Lesion Segmentation. CoRR (2022)
Yonghui Fan, Gang Wang, Qunxi Dong, Yuxiang Liu, Natasha Leporé, Yalin Wang
Tetrahedral spectral feature-Based bayesian manifold learning for grey matter morphometry: Findings from the Alzheimer's disease neuroimaging initiative. Medical Image Anal. 72 (2021)
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 (2021)
Mohammad Farazi, Liang Zhan, Natasha Leporé, Paul M. Thompson, Yalin Wang
A Univariate Persistent Brain Network Feature Based on the Aggregated Cost of Cycles from the Nested Filtration Networks. ISBI (2020)
Yaqiong Chai, Botian Xu, Kangning Zhang, Natasha Leporé, John C. Wood
MRI Restoration Using Edge-Guided Adversarial Learning. IEEE Access 8 (2020)
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Graham C. Buck, Deki Tsering, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Quantitative evaluation of local head malformations from 3 dimensional photography: application to craniosynostosis. Medical Imaging: Computer-Aided Diagnosis (2019)
Yonghui Fan, Gang Wang, Natasha Leporé, Yalin Wang
A Tetrahedron-Based Heat Flux Signature for Cortical Thickness Morphometry Analysis. MICCAI (3) (2018)
Liyun Tu, Antonio R. Porras, Albert Oh, Natasha Leporé, Manuel Mastromanolis, Deki Tsering, Beatriz Paniagua, Andinet Enquobahrie, Robert T. Keating, Gary F. Rogers, Marius George Linguraru
Radiation-free quantification of head malformations in craniosynostosis patients from 3D photography. Medical Imaging: Computer-Aided Diagnosis (2018)
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)
Yaqiong Chai, Jieshen Chen, Cristina M. Galarza, MaaykeA. Sluman, Botian Xu, Chau Q. Vu, Edo Richard, Barbara Mulder, Benita Tamrazi, Natasha Leporé, Henri J. M. M. Mutsaerts, John C. Wood
Cerebral blood flow and predictors of white matter lesions in adults with Tetralogy of Fallot. ISBI (2018)
Fernando Yepes-Calderon, Darryl Hwang, Rebecca Johnson, Desai Bhushan, Niharika Gajawelli, Steven Y. Cen, Brian Quinn, Felix Yap, Inderbir Gill, Natasha Leporé, Vinay A. Duddalwar
EdgeRunner: a novel shape-based pipeline for tumours analysis and characterisation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 6 (1) (2018)
Zane Chou, Natacha Paquette, Bhavana Ganesh, Yalin Wang, Rafael Ceschin, Marvin D. Nelson, Luke Macyszyn, Bilwaj Gaonkar, Ashok Panigrahy, Natasha Leporé
Bayesian automated cortical segmentation for neonatal MRI. SIPAIM (2017)
Julie Coloigner, Ronald Phlypo, Thomas D. Coates Jr., Natasha Leporé, John C. Wood
Graph Lasso-Based Test for Evaluating Functional Brain Connectivity in Sickle Cell Disease. Brain Connect. 7 (7) (2017)
Niharika Gajawelli, Sean C. L. Deoni, Jie Shi, Holly Dirks, Marius George Linguraru, Marvin D. Nelson, Yalin Wang, Natasha Leporé
Cranial thickness changes in early childhood. SIPAIM (2017)
Niharika Gajawelli, Sean C. L. Deoni, Holly Dirks, Douglas C. Dean III, Jonathan O'Muircheartaigh, Yalin Wang, Marvin D. Nelson, Olivier Coulon, Natasha Leporé
Central sulcus development in early childhood. EMBC (2017)
Roza Vlasova, Yalin Wang, Holly Dirks, Douglas C. Dean III, Jonathan O'Muircheartaigh, Sara Gonzalez, Binh Kien Nguyen, Marvin D. Nelson, Sean C. L. Deoni, Natasha Leporé
Contribution to speech development of the right anterior putamen revealed with multivariate tensor-based morphometry. EMBC (2017)
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)
Fernando Yepes-Calderon, Rebecca Johnson, Yi Lao, Darryl Hwang, Julie Coloigner, Felix Yap, Desai Bhushan, Phillip M. Cheng, Inderbir Gill, Vinay A. Duddalwar, Natasha Leporé
The 3D EdgeRunner Pipeline: a novel shape-based analysis for neoplasms characterization. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2016)
Yaqiong Chai, Adam Bush, Julie Coloigner, Xiaoping Qu, Jonathan Chia, Natasha Leporé, John C. Wood
An experimental investigation of labeling efficiency for pseudo-continuous arterial spin labeling. ISBI (2016)
Julie Coloigner, Ronald Phlypo, Adam Bush, Natasha Leporé, John C. Wood
Functional connectivity analysis for thalassemia disease based on a graphical lasso model. ISBI (2016)
Julie Coloigner, Chau Q. Vu, Adam Bush, Matthew Borzage, Vidya Rajagopalan, Natasha Leporé, John C. Wood
BOLD delay times using group delay in sickle cell disease. Medical Imaging: Image Processing (2016)
Jie Shi, Olivier Collignon, Liang Xu, Gang Wang, Yue Kang, Franco Leporé, Yi Lao, Anand A. Joshi, Natasha Leporé, Yalin Wang
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) (2015)
Niharika Gajawelli, Sean C. L. Deoni, Holly Dirks, Douglas C. Dean III, Jonathan O'Muircheartaigh, Siddhant Sawardekar, Andrea Ezis, Yalin Wang, Marvin D. Nelson, Olivier Coulon, Natasha Leporé
Characterization of the central sulcus in the brain in early childhood. EMBC (2015)
Bryce Wilkins, Namgyun Lee, Niharika Gajawelli, Meng Law, Natasha Leporé
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 (2015)
Sinchai Tsao, Niharika Gajawelli, Jiayu Zhou, Jie Shi, Jieping Ye, Yalin Wang, Natasha Leporé
Evaluating the predictive power of multivariate tensor-based morphometry in Alzheimer's disease progression via convex fused sparse group Lasso. Medical Imaging: Image Processing (2014)
Yi Lao, Niharika Gajawelli, Lauren Haas, Bryce Wilkins, Darryl Hwang, Sinchai Tsao, Yalin Wang, Meng Law, Natasha Leporé
3D pre- versus post-season comparisons of surface and relative pose of the corpus callosum in contact sport athletes. Medical Imaging: Image Processing (2014)
Fernando Yepes-Calderon, Adriana Velasquez, Natasha Leporé, Olivier Beuf
Magnetic resonance image enhancement by reducing receptors' effective size and enabling multiple channel acquisition. EMBC (2014)
Fernando Yepes-Calderon, Fabian Pedregosa, Bertrand Thirion, Yalin Wang, Natasha Leporé
Automatic pathology classification using a single feature machine learning support - vector machines. Medical Imaging: Computer-Aided Diagnosis (2014)
Yi Lao, Jie Shi, Yalin Wang, Rafael Ceschin, Darryl Hwang, Marvin D. Nelson, Ashok Panigrahy, Natasha Leporé
Statistical Analysis of Relative Pose of the Thalamus in Preterm Neonates. CLIP (2013)
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)
Natasha Leporé, Fernando Yepes, Yi Lao, Ashok Panigrahy, Rafael Ceschin, Subhashree Ravichandran, Marvin D. Nelson, Pierre Fillard
Template-based tractography for clinical neonatal diffusion imaging data. Medical Imaging: Computer-Aided Diagnosis (2012)
Fernando Yepes, Yi Lao, Pierre Fillard, Carles Justicia, Anna Planas, Marvin D. Nelson, Guadalupe Soria, Natasha Leporé
Improving image quality in small animal diffusion tensor imaging at 7T. ICIP (2012)
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)
Francisco Gómez, Andrea Soddu, Quentin Noirhomme, Audrey Vanhaudenhuyse, Luaba Tshibanda, Natasha Leporé, Steven Laureys
DTI based structural damage characterization for Disorders of Consciousness. ICIP (2012)
Julio Villalon, Anand A. Joshi, Natasha Leporé, Caroline C. Brun, Arthur W. Toga, Paul M. Thompson
Comparison of volumetric registration algorithms for tensor-based morphometry. ISBI (2011)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, James C. Gee, Paul M. Thompson
A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. IEEE Trans. Medical Imaging 30 (2) (2011)
Natasha Leporé, Anand A. Joshi, Richard M. Leahy, Caroline C. Brun, Yi-Yu Chou, Xavier Pennec, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Margaret J. Wright, Katie L. McMahon, Arthur W. Toga, Paul M. Thompson
A new combined surface and volume registration. Medical Imaging: Image Processing (2010)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Paul M. Thompson
Statistically assisted fluid image registration algorithm -SAFIRA. ISBI (2010)
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)
Anand A. Joshi, Natasha Leporé, Shantanu H. Joshi, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Margaret J. Wright, Katie McMahon, Arthur W. Toga, Paul M. Thompson
A genetic analysis of cortical thickness in 372 twins. ISBI (2010)
Agatha D. Lee, Natasha Leporé, Jan de Leeuw, Caroline C. Brun, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson
Multivariate variance-components analysis in DTI. ISBI (2010)
Natasha Leporé, Patrice Voss, Franco Lepore, Yi-Yu Chou, Madeleine Fortin, Frédéric Gougoux, Agatha D. Lee, Caroline C. Brun, Maryse Lassonde, Sarah K. Madsen, Arthur W. Toga, Paul M. Thompson
Brain structure changes visualized in early- and late-onset blind subjects. NeuroImage 49 (1) (2010)
Yi-Yu Chou, Natasha Leporé, Caroline C. Brun, Marina Barysheva, Katie L. McMahon, Greig I. de Zubicaray, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Improving fluid registration through white matter segmentation in a twin study design. Medical Imaging: Image Processing (2010)
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) (2009)
Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Ming-Chang Chiang, Sarah Madson, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
The Multivariate A/C/E Model and the Genetics of Fiber Architecture. ISBI (2009)
Agatha D. Lee, Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Marina Barysheva, Ming-Chang Chiang, Sarah K. Madsen, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Tensor-Based Analysis of Genetic Influences on Brain Integrity Using DTI in 100 Twins. MICCAI (1) (2009)
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. Medical Imaging: Image Processing (2009)
Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Paul M. Thompson
Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects. MICCAI (1) (2009)
Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Guillermo Sapiro, Christophe Lenglet, Paul M. Thompson
Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins. ISBI (2009)
Yi-Yu Chou, Natasha Leporé, Christina Avedissian, Sarah K. Madsen, Neelroop Parikshak, Xue Hua, Leslie M. Shaw, John Q. Trojanowski, Michael W. Weiner, Arthur W. Toga, Paul M. Thompson
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) (2009)
Natasha Leporé, Yonggang Shi, Franco Lepore, Madeleine Fortin, Patrice Voss, Yi-Yu Chou, Catherine Lord, Maryse Lassonde, Ivo D. Dinov, Arthur W. Toga, Paul M. Thompson
Pattern of hippocampal shape and volume differences in blind subjects. NeuroImage 46 (4) (2009)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Agatha D. Lee, Marina Barysheva, Sarah K. Madsen, Christina Avedissian, Yi-Yu Chou, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Mapping the regional influence of genetics on brain structure variability - A Tensor-Based Morphometry study. NeuroImage 48 (1) (2009)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
A Lagrangian Formulation for Statistical Fluid Registration. ISBI (2009)
Yi-Yu Chou, Natasha Leporé, Ming-Chang Chiang, Christina Avedissian, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Mapping genetic influences on ventricular structure in twins. NeuroImage 44 (4) (2009)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Greig I. de Zubicaray, Katie McMahon, Margaret J. Wright, Marina Barysheva, Arthur W. Toga, Paul M. Thompson
A new registration method based on Log-Euclidean Tensor metrics and its application to genetic studies. ISBI (2008)
Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov, Xiuwen Liu, Natasha Leporé, Franco Lepore, Madeleine Fortin, Patrice Voss, Maryse Lassonde, Paul M. Thompson
Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. MICCAI (2) (2008)
Caroline C. Brun, Natasha Leporé, Xavier Pennec, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Greig I. de Zubicaray, Matthew Meredith, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method. MICCAI (2) (2008)
Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray, Owen T. Carmichael, James T. Becker, Arthur W. Toga, Paul M. Thompson
Automated ventricular mapping with multi-atlas fluid image alignment reveals genetic effects in Alzheimer's disease. NeuroImage 40 (2) (2008)
Agatha D. Lee, Natasha Leporé, Marina Barysheva, Yi-Yu Chou, Caroline C. Brun, Sarah K. Madsen, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Comparison of fractional and geodesic anisotropy in diffusion tensor images of 90 monozygotic and dizygotic twins. ISBI (2008)
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., Matt A. Bernstein, Paula J. Britson, Chadwick P. Ward, Jennifer L. Whitwell, Bret J. Borowski, Adam Fleisher, Nick C. Fox, Richard G. Boyes, Josephine Barnes, Danielle J. Harvey, John Kornak, Norbert Schuff, Lauren Boreta, Gene E. Alexander, Michael W. Weiner, Paul M. Thompson
3D characterization of brain atrophy in Alzheimer's disease and mild cognitive impairment using tensor-based morphometry. NeuroImage 41 (1) (2008)
Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Agatha D. Lee, Marina Barysheva, Xavier Pennec, Katie McMahon, Matthew Meredith, Greig I. de Zubicaray, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Best individual template selection from deformation tensor minimization. ISBI (2008)
Yi-Yu Chou, Natasha Leporé, Marina Barysheva, Ming-Chang Chiang, Katie McMahon, Greig I. de Zubicaray, Matthew Meredith, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Quantitative genetic modeling of lateral ventricular shape and volume using multi-atlas fluid image alignment in twins. ISBI (2008)
Natasha Leporé, Caroline C. Brun, Yi-Yu Chou, Ming-Chang Chiang, Rebecca A. Dutton, Kiralee M. Hayashi, Eileen Luders, Oscar L. Lopez, Howard Aizenstein, Arthur W. Toga, James T. Becker, Paul M. Thompson
Generalized Tensor-Based Morphometry of HIV/AIDS Using Multivariate Statistics on Deformation Tensors. IEEE Trans. Medical Imaging 27 (1) (2008)
Natasha Leporé, Caroline C. Brun, Xavier Pennec, Yi-Yu Chou, Oscar L. Lopez, Howard Aizenstein, James T. Becker, Arthur W. Toga, Paul M. Thompson
Mean Template for Tensor-Based Morphometry Using Deformation Tensors. MICCAI (2) (2007)
Meena Mani, Yi-Yu Chou, Natasha Leporé, Agatha D. Lee, Jan de Leeuw, Katie McMahon, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
Mapping Genetic Influences on Brain Shape Using Multi-Atlas Fluid Image Alignment. FBIT (2007)
Agatha D. Lee, Natasha Leporé, Franco Lepore, Flamine Alary, Patrice Voss, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Paul M. Thompson
Brain Differences Visualized in the Blind Using Tensor Manifold Statistics and Diffusion Tensor Imaging. FBIT (2007)
Yi-Yu Chou, Natasha Leporé, Greig I. de Zubicaray, Stephen E. Rose, Owen T. Carmichael, James T. Becker, Arthur W. Toga, Paul M. Thompson
Automated 3d Mapping & Shape Analysis of the Lateral Ventricles Via Fluid Registration of Multiple Surface-Based Atlases. ISBI (2007)
Natasha Leporé, Alex D. Leow, Paul M. Thompson
Landmark matching on the sphere using distance functions. ISBI (2006)
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)