Classification of fMRI independent components using IC-fingerprints and support vector machine classifiers. - Federico De Martino; Francesco Gentile; Fabrizio Esposito; Marco Balsi; Francesco Di Salle; Rainer Goebel; Elia Formisano (NeuroImage, 2007)

Independent component analysis of interictal fMRI in focal epilepsy: Comparison with general linear model-based EEG-correlated fMRI. - Roman Rodionov; Federico De Martino; Helmut Laufs; David W. Carmichael; Elia Formisano; Matthew C. Walker; John S. Duncan; Louis Lemieux (NeuroImage, 2007)

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns. - Federico De Martino; Giancarlo Valente; Noël Staeren; John Ashburner; Rainer Goebel; Elia Formisano (NeuroImage, 2008)

Imaging haemodynamic changes related to seizures: Comparison of EEG-based general linear model, independent component analysis of fMRI and intracranial EEG. - Rachel C. Thornton; Roman Rodionov; Helmut Laufs; Serge Vulliémoz; Anna E. Vaudano; David W. Carmichael; S. Cannadathu; Maxime Guye; Andrew W. McEvoy; Samden D. Lhatoo; Fabrice Bartolomei; Patrick Chauvel; et al. (NeuroImage, 2010)

Predicting EEG single trial responses with simultaneous fMRI and Relevance Vector Machine regression. - Federico De Martino; Aline W. de Borst; Giancarlo Valente; Rainer Goebel; Elia Formisano (NeuroImage, 2011)

Whole brain high-resolution functional imaging at ultra high magnetic fields: An application to the analysis of resting state networks. - Federico De Martino; Fabrizio Esposito; Pierre-François van de Moortele; Noam Harel; Elia Formisano; Rainer Goebel; Kâmil Ugurbil; Essa Yacoub (NeuroImage, 2011)

Predicting subject-driven actions and sensory experience in a virtual world with Relevance Vector Machine Regression of fMRI data. - Giancarlo Valente; Federico De Martino; Fabrizio Esposito; Rainer Goebel; Elia Formisano (NeuroImage, 2011)

Integration of "what" and "where" in frontal cortex during visual imagery of scenes. - Aline W. de Borst; Alexander Thomas Sack; Bernadette M. Jansma; Fabrizio Esposito; Federico De Martino; Giancarlo Valente; Alard Roebroeck; Francesco Di Salle; Rainer Goebel; Elia Formisano (NeuroImage, 2012)

Pattern analysis of EEG responses to speech and voice: Influence of feature grouping. - Lars Hausfeld; Federico De Martino; Milene L. Bonte; Elia Formisano (NeuroImage, 2012)

Spin echo functional MRI in bilateral auditory cortices at 7 T: An application of B1 shimming. - Federico De Martino; Sebastian Schmitter; Michelle Moerel; Jinfeng Tian; Kâmil Ugurbil; Elia Formisano; Essa Yacoub; Pierre-François van de Moortele (NeuroImage, 2012)

Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. - Kâmil Ugurbil; Junqian Xu; Edward J. Auerbach; Steen Moeller; An T. Vu; Julio Martin Duarte-Carvajalino; Christophe Lenglet; Xiaoping Wu; Sebastian Schmitter; Pierre-François van de Moortele; John P. Strupp; Guillermo Sapiro; et al. (NeuroImage, 2013)

Interoperable atlases of the human brain. - Katrin Amunts; Michael Hawrylycz; David C. Van Essen; John D. Van Horn; Noam Harel; Jean-Baptiste Poline; Federico De Martino; Jan G. Bjaalie; Ghislaine Dehaene-Lambertz; Stanislas Dehaene; Pedro A. Valdés-Sosa; Bertrand Thirion; et al. (NeuroImage, 2014)

Encoding of Natural Sounds at Multiple Spectral and Temporal Resolutions in the Human Auditory Cortex. - Roberta Santoro; Michelle Moerel; Federico De Martino; Rainer Goebel; Kâmil Ugurbil; Essa Yacoub; Elia Formisano (PLoS Comput. Biol., 2014)

Representation of pitch chroma by multi-peak spectral tuning in human auditory cortex. - Michelle Moerel; Federico De Martino; Roberta Santoro; Essa Yacoub; Elia Formisano (NeuroImage, 2015)

Human habenula segmentation using myelin content. - Joo-won Kim; Thomas P. Naidich; Benjamin A. Ely; Essa Yacoub; Federico De Martino; Mary E. Fowkes; Wayne K. Goodman; Junqian Xu (NeuroImage, 2016)

Encoding of natural timbre dimensions in human auditory cortex. - Emily J. Allen; Michelle Moerel; Agustin Lage-Castellanos; Federico De Martino; Elia Formisano; Andrew J. Oxenham (NeuroImage, 2018)

Cortical processing of pitch: Model-based encoding and decoding of auditory fMRI responses to real-life sounds. - Vittoria De Angelis; Federico De Martino; Michelle Moerel; Roberta Santoro; Lars Hausfeld; Elia Formisano (NeuroImage, 2018)

Cortical fibers orientation mapping using in-vivo whole brain 7 T diffusion MRI. - Omer Faruk Gulban; Federico De Martino; An T. Vu; Essa Yacoub; Kâmil Ugurbil; Christophe Lenglet (NeuroImage, 2018)

High resolution data analysis strategies for mesoscale human functional MRI at 7 and 9.4 T. - Valentin G. Kemper; Federico De Martino; Thomas C. Emmerling; Essa Yacoub; Rainer Goebel (NeuroImage, 2018)

The impact of ultra-high field MRI on cognitive and computational neuroimaging. - Federico De Martino; Essa Yacoub; Valentin G. Kemper; Michelle Moerel; Kâmil Uludag; Peter De Weerd; Kâmil Ugurbil; Rainer Goebel; Elia Formisano (NeuroImage, 2018)

Sensitivity and specificity considerations for fMRI encoding, decoding, and mapping of auditory cortex at ultra-high field. - Michelle Moerel; Federico De Martino; Valentin G. Kemper; Sebastian Schmitter; An T. Vu; Kâmil Ugurbil; Elia Formisano; Essa Yacoub (NeuroImage, 2018)

Methods for computing the maximum performance of computational models of fMRI responses. - Agustin Lage-Castellanos; Giancarlo Valente; Elia Formisano; Federico De Martino (PLoS Comput. Biol., 2019)

Cross-validation and permutations in MVPA: Validity of permutation strategies and power of cross-validation schemes. - Giancarlo Valente; Agustin Lage-Castellanos; Lars Hausfeld; Federico De Martino; Elia Formisano (NeuroImage, 2021)

Voxelwise encoding models of body stimuli reveal a representational gradient from low-level visual features to postural features in occipitotemporal cortex. - Giuseppe Marrazzo; Federico De Martino; Agustin Lage-Castellanos; Maarten J. Vaessen; Béatrice de Gelder (NeuroImage, 2023)