Julio Villalon

According to our database, Julio Villalon authored at least 26 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification.

Tamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J. Gleave, Sophia I. Thomopoulos, Yixue Feng, Julio E. Villalon-Reina, Emily Laltoo, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John, Greg Ver Steeg, José Luis Ambite, Paul M. Thompson

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

BundleAGE: Predicting White Matter Age using Along-Tract Microstructural Profiles from Diffusion MRI.

Yixue Feng, Julio E. Villalon-Reina, Talia M. Nir, Bramsh Qamar Chandio, Neda Jahanshad, Paul M. Thompson

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

Brain Age Analysis and Dementia Classification using Convolutional Neural Networks trained on Diffusion MRI: Tests in Indian and North American Cohorts.

Tamoghna Chattopadhyay, Neha Ann Joshy, Saket Ozarkar, Ketaki Buwa, Yixue Feng, Emily Laltoo, Sophia I. Thomopoulos, Julio Villalon, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John, Paul M. Thompson

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Bundle Analytics based Data Harmonization for Multi-Site Diffusion MRI Tractometry.

Bramsh Qamar Chandio, Julio E. Villalon-Reina, Talia M. Nir, Sophia I. Thomopoulos, Yixue Feng, Sebastian M. Benavidez, Neda Jahanshad, Jaroslaw Harezlak, Eleftherios Garyfallidis, Paul M. Thompson

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Deep Normative Tractometry for Identifying Joint White Matter Macro- and Micro-structural Abnormalities in Alzheimer's Disease.

Yixue Feng, Bramsh Qamar Chandio, Julio E. Villalon-Reina, Sebastian M. Benavidez, Tamoghna Chattopadhyay, Sasha Chehrzadeh, Emily Laltoo, Sophia I. Thomopoulos, Himanshu Joshi, Ganesan Venkatasubramanian, John P. John, Neda Jahanshad, Paul M. Thompson

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2023

Large-scale Normative Modeling of Brain Microstructure.

Julio E. Villalon-Reina, Alyssa H. Zhu, Talia M. Nir, Sophia I. Thomopoulos, Emily Laltoo, Leila Kushan, Carrie E. Bearden, Neda Jahanshad, Paul M. Thompson

Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023

BundleCleaner: Unsupervised Denoising and Subsampling of Diffusion MRI-Derived Tractography Data.

Yixue Feng, Bramsh Qamar Chandio, Julio E. Villalon-Reina, Sophia I. Thomopoulos, Himanshu Joshi, Gauthami Nair, Anand A. Joshi, Ganesan Venkatasubramanian, John P. John, Paul M. Thompson

Proceedings of the Computational Diffusion MRI - 14th International Workshop, 2023

Evaluating Fiber Orientation Dispersion Measures Computed From Single-Shell Diffusion MRI.

Julio E. Villalon-Reina, Talia M. Nir, Elnaz Nourollahimoghadam, Nikhil J. Dhinagar, Neda Jahanshad, Paul M. Thompson, Rafael Neto Henriques

Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

2022

Multi-site Normative Modeling of Diffusion Tensor Imaging Metrics Using Hierarchical Bayesian Regression.

Julio E. Villalon-Reina, Clara Moreau, Talia M. Nir, Neda Jahanshad, Anne M. Maillard, David Romascano, Bogdan Draganski, Sarah Lippé, Carrie E. Bearden, Seyed Mostafa Kia, Andre F. Marquand, Sébastien Jacquemont, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

The Impact of Susceptibility Distortion Correction Protocols on Adolescent Diffusion MRI Measures.

Talia M. Nir, Julio E. Villalon-Reina, Paul M. Thompson, Neda Jahanshad

Proceedings of the Computational Diffusion MRI - 13th International Workshop, 2022

FiberNeat: Unsupervised White Matter Tract Filtering.

Bramsh Qamar Chandio, Tamoghna Chattopadhyay, Conor Owens-Walton, Julio E. Villalon-Reina, Leila Nabulsi, Sophia I. Thomopoulos, Eleftherios Garyfallidis, Paul M. Thompson

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2019

Multi-Shell Diffusion MRI Measures of Brain Aging: A Preliminary Comparison From ADNI3.

Talia M. Nir, Sophia I. Thomopoulos, Julio E. Villalon-Reina, Artemis Zavaliangos-Petropulu, Emily L. Dennis, Robert I. Reid, Matt A. Bernstein, Bret J. Borowski, Clifford R. Jack, Michael W. Weiner, Neda Jahanshad, Paul M. Thompson

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2017

Examination of corticothalamic fiber projections in United States service members with mild traumatic brain injury.

Faisal M. Rashid, Emily L. Dennis, Julio E. Villalon-Reina, Yan Jin, Jeffrey D. Lewis, Gerald E. York, Paul M. Thompson, David F. Tate

Proceedings of the 13th International Symposium on Medical Information Processing and Analysis, 2017

Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification.

Dmitry Petrov, Alexander Ivanov, Joshua Faskowitz, Boris Gutman, Daniel Moyer, Julio Villalon, Neda Jahanshad, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

2016

Effects of EPI distortion correction pipelines on the connectome in Parkinson's Disease.

Justin Galvis, Adam Mezher, Anjanibhargavi Ragothaman, Julio Villalon-Reina, P. Thomas Fletcher, Paul M. Thompson, Gautam Prasad

Proceedings of the Medical Imaging 2016: Image Processing, 2016

Multi-modal Registration Improves Group Discrimination in Pediatric Traumatic Brain Injury.

Emily L. Dennis, Faisal Rashid, Julio Villalon-Reina, Gautam Prasad, Joshua Faskowitz, Talin Babikian, Richard Mink, Christopher Babbitt, Jeffrey Johnson, Christopher C. Giza, Robert F. Asarnow, Paul M. Thompson

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Diffusion tensor distribution function metrics boost power to detect deficits in Alzheimer's disease.

Talia M. Nir, Artemis Zavaliangos-Petropulu, Neda Jahanshad, Julio Villalon-Reina, Liang Zhan, Alex D. Leow, Matt A. Bernstein, Clifford R. Jack, Michael W. Weiner, Paul M. Thompson

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015

7T multi-shell hybrid diffusion imaging (HYDI) for mapping brain connectivity in mice.

Madelaine Daianu, Neda Jahanshad, Julio Villalon-Reina, Gautam Prasad, Russell E. Jacobs, Samuel Barnes, Berislav Zlokovic, Axel Montagne, Paul M. Thompson

Proceedings of the Medical Imaging 2015: Image Processing, 2015

2014

Automatic clustering and population analysis of white matter tracts using maximum density paths.

Gautam Prasad, Shantanu H. Joshi, Neda Jahanshad, Julio Villalon-Reina, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Katie L. McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson

NeuroImage, 2014

Registering Cortical Surfaces Based on Whole-Brain Structural Connectivity and Continuous Connectivity Analysis.

Boris Gutman, Cassandra D. Leonardo, Neda Jahanshad, Derrek P. Hibar, Kristian M. Eschenburg, Talia M. Nir, Julio Villalon, Paul M. Thompson

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014

Reproducibility of brain-cognition relationships using different cortical surface-based analysis protocols.

Kenia Martínez, Anand A. Joshi, Sarah K. Madsen, Shantanu H. Joshi, Sherif Karama, Francisco J. Román, Julio Villalon-Reina, Miguel Burgaleta, Paul M. Thompson, Roberto Colom

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Analysis of structural brain connectivity in 6 cases of hemispherectomy.

Kristian M. Eschenburg, Julio Villalon-Reina, Neda Jahanshad, Talia M. Nir, Madelaine Daianu, Anand A. Joshi, Cassandra D. Leonardo, Stella de Bode, Susan Y. Bookheimer, Noriko Salamon, Paul M. Thompson

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

2013

White matter microstructural abnormalities in girls with chromosome 22q11.2 deletion syndrome, Fragile X or Turner syndrome as evidenced by diffusion tensor imaging.

Julio Villalon-Reina, Neda Jahanshad, Elliott Beaton, Arthur W. Toga, Paul M. Thompson, Tony J. Simon

NeuroImage, 2013

Bivariate Genome-Wide Association Study of Genetically Correlated Neuroimaging Phenotypes from DTI and MRI through a Seemingly Unrelated Regression Model.

Neda Jahanshad, Priya Bhatt, Derrek P. Hibar, Julio Villalon, Talia M. Nir, Arthur W. Toga, Clifford R. Jack Jr., Matt A. Bernstein, Michael W. Weiner, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson

Proceedings of the Multimodal Brain Image Analysis - Third International Workshop, 2013

Exploratory factor analysis of brain networks reveals sub-networks related to cognitive performance.

Kenia Martínez, Julio Villalon-Reina, Dominique Kessel, Anand A. Joshi, José Angel Pineda-Pardo, Neda Jahanshad, Talia M. Nir, Kristian M. Eschenburg, Francisco J. Román, Miguel Burgaleta, Ana Beatriz Solana, M. Ángeles Quiroga, Roberto Colom, Paul M. Thompson

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2011

Comparison of volumetric registration algorithms for tensor-based morphometry.

Julio Villalon, Anand A. Joshi, Natasha Leporé, Caroline C. Brun, Arthur W. Toga, Paul M. Thompson

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011