Publications by authors named "Manel Martinez-Ramon"

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Adaptive Sparse Gaussian Process.
Vanessa Gomez-Verdejo, Emilio Parrado-Hernandez, Manel Martinez-Ramon

IEEE Trans Neural Netw Learn Syst· November 2024

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A semi-empirical approach to calibrate simulation models for semiconductor devices.
Rahul Jaiswal, Manel Martínez-Ramón, Tito Busani

Sci Rep· June 2023

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Automated malarial retinopathy detection using transfer learning and multi-camera retinal images.
Aswathy Rajendra Kurup, Jeff Wigdahl, Jeremy Benson, Manel Martínez-Ramón, Peter Solíz

Biocybern Biomed Eng· December 2022

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Girasol, a sky imaging and global solar irradiance dataset.
Guillermo Terrén-Serrano, Adnan Bashir, Trilce Estrada, Manel Martínez-Ramón

Data Brief· April 2021

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Identification of patterns of gray matter abnormalities in schizophrenia using source-based morphometry and bagging.
Eduardo Castro, Cota Navin Gupta, Manel Martínez-Ramón, Vince D Calhoun, Mohammad R Arbabshirani

Annu Int Conf IEEE Eng Med Biol Soc· June 2016

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Discovering brain regions relevant to obsessive-compulsive disorder identification through bagging and transduction.
Emilio Parrado-Hernández, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, John Shawe-Taylor, Pino Alonso

Med Image Anal· April 2014

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A multiple kernel learning approach to perform classification of groups from complex-valued fMRI data analysis: application to schizophrenia.
Eduardo Castro, Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Kent A Kiehl, Vince D Calhoun

Neuroimage· February 2014

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Spatially aggregated multiclass pattern classification in functional MRI using optimally selected functional brain areas.
Weili Zheng, Elena S Ackley, Manel Martínez-Ramón, Stefan Posse

Magn Reson Imaging· February 2013

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Analysis of fMRI time series with mutual information.
Vanessa Gómez-Verdejo, Manel Martínez-Ramón, José Florensa-Vila, Antonio Oliviero

Med Image Anal· February 2012

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Atlas-based automated positioning of outer volume suppression slices in short-echo time 3D MR spectroscopic imaging of the human brain.
Kaung-Ti Yung, Weili Zheng, Chenguang Zhao, Manel Martínez-Ramón, André van der Kouwe

Magn Reson Med· October 2011

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Characterization of groups using composite kernels and multi-source fMRI analysis data: application to schizophrenia.
Eduardo Castro, Manel Martínez-Ramón, Godfrey Pearlson, Jing Sui, Vince D Calhoun

Neuroimage· September 2011

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Support vector machines with constraints for sparsity in the primal parameters.
Vanessa Gómez-Verdejo, Manel Martínez-Ramón, Jerónimo Arenas-García, Miguel Lázaro-Gredilla, Harold Molina-Bulla

IEEE Trans Neural Netw· August 2011

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Automatic placement of outer volume suppression slices in MR spectroscopic imaging of the human brain.
Manel Martínez-Ramón, Ascensión Gallardo-Antolín, Jesús Cid-Sueiro, Gregory L Heileman, Kaung-Ti Yung

Magn Reson Med· March 2010

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Upport vector machines for nonlinear kernel ARMA system identification.
Manel Martínez-Ramón, José Luis Rojo-Alvarez, Gustavo Camps-Valls, Jordi Muñioz-Marí, Angel Navia-Vázquez

IEEE Trans Neural Netw· November 2006

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fMRI pattern classification using neuroanatomically constrained boosting.
Manel Martínez-Ramón, Vladimir Koltchinskii, Gregory L Heileman, Stefan Posse

Neuroimage· July 2006

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