Yasser Iturria-Medina

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 9

Top Topics

Feature Extraction And Selection

Preprocessing Steps

Top Venues

PLoS Comput. Biol.

Publications

Roberto C. Sotero, Jose Miguel Sanchez Bornot, Iman Shaharabi-Farahani, Yasser Iturria-Medina
Examining the Impact of fMRI Preprocessing Steps on Machine Learning-Based Classification of Autism Spectrum Disorder. ICMHI (2023)
Roberto Carlos Sotero, Jose Miguel Sanchez Bornot, Yasser Iturria-Medina
Improving fMRI-based Autism Spectrum Disorder Classification with Random Walks-informed Feature Extraction and Selection. ICBRA (2023)
Mohanad Alkhodari, Winok Lapidaire, Zhaohan Xiong, Turkay Kart, Yasser Iturria-Medina, Leontios J. Hadjileontiadis, Ahsan Khandoker, Adam J. Lewandowski, Abhirup Banerjee, Paul Leeson
HyperScore: A unified measure to model hypertension progression using multi-modality measurements and semi-supervised learning. BIBM (2023)
Lazaro M. Sanchez-Rodriguez, Yasser Iturria-Medina, Pauline Mouches, Roberto C. Sotero
Detecting brain network communities: Considering the role of information flow and its different temporal scales. NeuroImage 225 (2021)
Abdelrahman Zayed, Yasser Iturria-Medina, Arno Villringer, Bernhard Sehm, Christopher John Steele
Rapid Quantification of White Matter Disconnection in the Human Brain. EMBC (2020)
Yasser Iturria-Medina, Felix Carbonell, Alan C. Evans, Alzheimer's Disease Neuroimaging Initiative
Multimodal imaging-based therapeutic fingerprints for optimizing personalized interventions: Application to neurodegeneration. NeuroImage 179 (2018)
Lazaro M. Sanchez-Rodriguez, Yasser Iturria-Medina, Erica A. Baines, Sabela C. Mallo, Mehdy Dousty, Roberto C. Sotero
Design of optimal nonlinear network controllers for Alzheimer's disease. PLoS Comput. Biol. 14 (5) (2018)
Yasser Iturria-Medina, Felix Carbonell, Roberto C. Sotero, François Chouinard-Decorte, Alan C. Evans
Multifactorial causal model of brain (dis)organization and therapeutic intervention: Application to Alzheimer's disease. NeuroImage 152 (2017)
Felix Carbonell, Yasser Iturria-Medina, Juan C. Jiménez
Multiple Shooting-Local Linearization method for the identification of dynamical systems. Commun. Nonlinear Sci. Numer. Simul. 37 (2016)
Lorna García-Pentón, Alejandro Pérez Fernández, Yasser Iturria-Medina, Margaret Gillon-Dowens, Manuel Carreiras
Anatomical connectivity changes in the bilingual brain. NeuroImage 84 (2014)
Yasser Iturria-Medina, Roberto C. Sotero, Paule-Joanne Toussaint, Alan C. Evans
Epidemic Spreading Model to Characterize Misfolded Proteins Propagation in Aging and Associated Neurodegenerative Disorders. PLoS Comput. Biol. 10 (11) (2014)
Meiling Li, Heng Chen, Junping Wang, Feng Liu, Zhiliang Long, Yifeng Wang, Yasser Iturria-Medina, Jiang Zhang, Chunshui Yu, Huafu Chen
Handedness- and Hemisphere-Related Differences in Small-World Brain Networks: A Diffusion Tensor Imaging Tractography Study. Brain Connect. 4 (2) (2014)
Erick Jorge Canales-Rodríguez, Joaquim Radua, Edith Pomarol-Clotet, Salvador Sarró, Yasser Alemán-Gómez, Yasser Iturria-Medina, Raymond Salvador
Statistical analysis of brain tissue images in the wavelet domain: Wavelet-based morphometry. NeuroImage 72 (2013)
Alejandro Pérez Fernández, Margaret Gillon-Dowens, Nicola Molinaro, Yasser Iturria-Medina, Paulo Barraza, Manuel Carreiras
Complex functional brain network properties extracted from EEG reveal different processing patterns in late second-language learners as compared to native-speakers when performing a morphosyntactic task. CogSci (2013)
Lorna García-Pentón, Alejandro Pérez Fernández, Yasser Iturria-Medina, Manuel Carreiras
Bilingualism change axonal structural network organization. CogSci (2013)
Yasser Iturria-Medina
Anatomical Brain Networks on the Prediction of Abnormal Brain States. Brain Connect. 3 (1) (2013)
Pedro A. Valdés-Hernández, Akira Sumiyoshi, Hiroi Nonaka, Risa Haga, Eduardo Aubert-Vásquez, Takeshi Ogawa, Yasser Iturria-Medina, Jorge J. Riera, Ryuta Kawashima
An in vivo MRI Template Set for Morphometry, Tissue Segmentation, and fMRI Localization in Rats. Frontiers Neuroinformatics 5 (2011)
Gretel Sanabria-Diaz, Lester Melie-García, Yasser Iturria-Medina, Yasser Alemán-Gómez, Gertrudis Hernández-González, Lourdes Valdés-Urrutia, Lídice Galán, Pedro A. Valdés-Sosa
Surface area and cortical thickness descriptors reveal different attributes of the structural human brain networks. NeuroImage 50 (4) (2010)
Erick Jorge Canales-Rodríguez, Yasser Iturria-Medina, Yasser Alemán-Gómez, Lester Melie-García
Deconvolution in diffusion spectrum imaging. NeuroImage 50 (1) (2010)
Erick Jorge Canales-Rodríguez, Ching-Po Lin, Yasser Iturria-Medina, Chun-Hung Yeh, Kuan-Hung Cho, Lester Melie-García
Diffusion orientation transform revisited. NeuroImage 49 (2) (2010)
Yasser Iturria-Medina, Roberto C. Sotero, Erick Jorge Canales-Rodríguez, Yasser Alemán-Gómez, Lester Melie-García
Studying the human brain anatomical network via diffusion-weighted MRI and Graph Theory. NeuroImage 40 (3) (2008)
Lester Melie-García, Erick Jorge Canales-Rodríguez, Yasser Alemán-Gómez, Ching-Po Lin, Yasser Iturria-Medina, Pedro A. Valdés-Hernández
A Bayesian framework to identify principal intravoxel diffusion profiles based on diffusion-weighted MR imaging. NeuroImage 42 (2) (2008)
Roberto C. Sotero, Nelson J. Trujillo-Barreto, Yasser Iturria-Medina, Felix Carbonell, Juan C. Jiménez
Realistically Coupled Neural Mass Models Can Generate EEG Rhythms. Neural Comput. 19 (2) (2007)
Yasser Iturria-Medina, Erick Jorge Canales-Rodríguez, Lester Melie-García, Pedro A. Valdés-Hernández, Eduardo Martínez-Montes, Yasser Alemán-Gómez, Jose Miguel Sanchez Bornot
Characterizing brain anatomical connections using diffusion weighted MRI and graph theory. NeuroImage 36 (3) (2007)