Flavio Nobili

Publication Activity (10 Years)

Years Active: 2002-2022
Publications (10 Years): 8

Top Topics

Neural Network Model

White Matter Fiber

Diffusion Tensor

Machine Learning

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Petter Minne, Alvaro Fernandez-Quilez, Dag Aarsland, Daniel Ferreira, Eric Westman, Afina W. Lemstra, Mara Ten Kate, Alessandro Padovani, Irene Rektorova, Laura Bonanni, Flavio Nobili, Milica G. Kramberger, John-Paul Taylor, Jakub Hort, Jón Snædal, Frédéric Blanc, Angelo Antonini, Ketil Oppedal
A study on 3D classical versus GAN-based augmentation for MRI brain image to predict the diagnosis of dementia with Lewy bodies and Alzheimer's disease in a European multi-center study. Medical Imaging: Computer-Aided Diagnosis (2022)
Francesco Fontanella, Sonia Pinelli, Claudio Babiloni, Roberta Lizio, Claudio Del Percio, Susanna Lopez, Giuseppe Noce, Franco Giubilei, Fabrizio Stocchi, Giovanni B. Frisoni, Flavio Nobili, Raffaele Ferri, Tiziana D'Alessandro, Nicole Dalia Cilia, Claudio De Stefano
Machine Learning to Predict Cognitive Decline of Patients with Alzheimer's Disease Using EEG Markers: A Preliminary Study. ICIAP (1) (2022)
Amira Soliman, Jose R. Chang, Kobra Etminani, Stefan Byttner, Anette Davidsson, Begoña Martínez-Sanchis, Valle Camacho, Matteo Bauckneht, Roxana Stegeran, Marcus Ressner, Marc Agudelo-Cifuentes, Andrea Chincarini, Matthias Brendel, Axel Rominger, Rose Bruffaerts, Rik Vandenberghe, Milica G. Kramberger, Maja Trost, Nicolas Nicastro, Giovanni B. Frisoni, Afina W. Lemstra, Bart N. M. van Berckel, Andrea Pilotto, Alessandro Padovani, Silvia Morbelli, Dag Aarsland, Flavio Nobili, Valentina Garibotto, Miguel Ochoa Figueroa
Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model. BMC Medical Informatics Decis. Mak. (6) (2022)
Octavio Martinez Manzanera, Sanne K. Meles, Klaus Leonard Leenders, Remco J. Renken, Marco Pagani, Dario Arnaldi, Flavio Nobili, Jose A. Obeso, Maria C. Rodriguez-Oroz, Silvia Morbelli, Natasha M. Maurits
Scaled Subprofile Modeling and Convolutional Neural Networks for the Identification of Parkinson's Disease in 3D Nuclear Imaging Data. Int. J. Neural Syst. 29 (9) (2019)
Claudio Del Percio, L. Bonanni, F. Stocchi, Claudio Babiloni, Roberta Lizio, M. T. Pascarelli, G. Noce, Andrea Soricelli, Raffaele Ferri, Flavio Nobili, R. Giubilei, C. De Lena
Classification of healthy, Alzheimer's disease, and Parkinson's disease individuals with cortical generators of rsEEG rhythms. SMC (2019)
Jorge Jovicich, Ludovico Minati, Moira Marizzoni, Rocco Marchitelli, Roser Sala-Llonch, David Bartrés-Faz, Jennifer Arnold, Jens Benninghoff, Ute Fiedler, Luca Roccatagliata, Agnese Picco, Flavio Nobili, Olivier Blin, Stephanie Bombois, Renaud Lopes, Régis Bordet, Julien Sein, Jean-Philippe Ranjeva, Mira Didic, Hélène Gros-Dagnac, Pierre Payoux, Giada Zoccatelli, Franco Alessandrini, Alberto Beltramello, Núria Bargalló, Antonio Ferretti, Massimo Caulo, Marco Aiello, Carlo Cavaliere, Andrea Soricelli, Lucilla Parnetti, Roberto Tarducci, Piero Floridi, Magda Tsolaki, Manos Constantinidis, Antonios Drevelegas, Paolo Maria Rossini, Camillo Marra, Peter Schönknecht, Tilman Hensch, Karl-Titus Hoffmann, Joost P. A. Kuijer, Pieter Jelle Visser, Frederik Barkhof, Giovanni B. Frisoni
Longitudinal reproducibility of default-mode network connectivity in healthy elderly participants: A multicentric resting-state fMRI study. NeuroImage 124 (2016)
Andrea Chincarini, Francesco Sensi, Luca Rei, Gianluca Gemme, Sandro Squarcia, Renata Longo, Francesco Brun, Sabina Tangaro, Roberto Bellotti, Nicola Amoroso, Martina Bocchetta, Alberto Redolfi, Paolo Bosco, Marina Boccardi, Giovanni B. Frisoni, Flavio Nobili
Integrating longitudinal information in hippocampal volume measurements for the early detection of Alzheimer's disease. NeuroImage 125 (2016)
Marco Pagani, Alessandro Giuliani, Johanna Öberg, Andrea Chincarini, Silvia Morbelli, Andrea Brugnolo, Dario Arnaldi, Agnese Picco, Matteo Bauckneht, Ambra Buschiazzo, Gianmario Sambuceti, Flavio Nobili
Predicting the transition from normal aging to Alzheimer's disease: A statistical mechanistic evaluation of FDG-PET data. NeuroImage 141 (2016)
Jorge Jovicich, Moira Marizzoni, Beatriz Bosch, David Bartrés-Faz, Jennifer Arnold, Jens Benninghoff, Jens Wiltfang, Luca Roccatagliata, Agnese Picco, Flavio Nobili, Olivier Blin, Stephanie Bombois, Renaud Lopes, Régis Bordet, Valérie Chanoine, Jean-Philippe Ranjeva, Mira Didic, Hélène Gros-Dagnac, Pierre Payoux, Giada Zoccatelli, Franco Alessandrini, Alberto Beltramello, Núria Bargalló, Antonio Ferretti, Massimo Caulo, Marco Aiello, Monica Ragucci, Andrea Soricelli, Nicola Salvadori, Roberto Tarducci, Piero Floridi, Magda Tsolaki, Manos Constantinidis, Antonios Drevelegas, Paolo Maria Rossini, Camillo Marra, Josephin Otto, Martin Reiss-Zimmermann, Karl-Titus Hoffmann, Samantha Galluzzi, Giovanni B. Frisoni
Multisite longitudinal reliability of tract-based spatial statistics in diffusion tensor imaging of healthy elderly subjects. NeuroImage 101 (2014)
Elsmarieke van de Giessen, Swen Hesse, Matthan W. A. Caan, Franziska Zientek, John C. Dickson, Livia Tossici-Bolt, Terez Sera, Susanne Asenbaum, Renaud Guignard, Umit O. Akdemir, Gitte Moos Knudsen, Flavio Nobili, Marco Pagani, Thierry Vander Borght, Koen Van Laere, Andrea Varrone, Klaus Tatsch, Jan Booij, Osama Sabri
No association between striatal dopamine transporter binding and body mass index: A multi-center European study in healthy volunteers. NeuroImage 64 (2013)
Jorge Jovicich, Moira Marizzoni, Roser Sala-Llonch, Beatriz Bosch, David Bartrés-Faz, Jennifer Arnold, Jens Benninghoff, Jens Wiltfang, Luca Roccatagliata, Flavio Nobili, Tilman Hensch, Anja Tränkner, Peter Schönknecht, Melanie Leroy, Renaud Lopes, Régis Bordet, Valérie Chanoine, Jean-Philippe Ranjeva, Mira Didic, Hélène Gros-Dagnac, Pierre Payoux, Giada Zoccatelli, Franco Alessandrini, Alberto Beltramello, Núria Bargalló, Olivier Blin, Giovanni B. Frisoni
Brain morphometry reproducibility in multi-center 3 T MRI studies: A comparison of cross-sectional and longitudinal segmentations. NeuroImage 83 (2013)
Luca Corradi, Ivan Porro, Andrea Schenone, Parastoo Momeni, Raffaele Ferrari, Flavio Nobili, Michela Ferrara, Gabriele Arnulfo, Marco Fato
A repository based on a dynamically extensible data model supporting multidisciplinary research in neuroscience. BMC Medical Informatics Decis. Mak. 12 (2012)
Andrea Chincarini, Paolo Bosco, Piero Calvini, Gianluca Gemme, Mario Esposito, Chiara Olivieri, Luca Rei, Sandro Squarcia, Guido Rodriguez, Roberto Bellotti, Piergiorgio Cerello, Ivan De Mitri, Alessandra Retico, Flavio Nobili
Local MRI analysis approach in the diagnosis of early and prodromal Alzheimer's disease. NeuroImage 58 (2) (2011)
Claudio Babiloni, Emanuele Cassetta, Gloria Dal Forno, Claudio Del Percio, Florinda Ferreri, Raffaele Ferri, Bartolo Lanuzza, Carlo Miniussi, Davide V. Moretti, Flavio Nobili, Roberto D. Pascual-Marqui, Guido Rodriguez, Gian Luca Romani, Serenella Salinari, Orazio Zanetti, Paolo Maria Rossini
Donepezil effects on sources of cortical rhythms in mild Alzheimer's disease: Responders vs. Non-Responders. NeuroImage 31 (4) (2006)
Claudio Babiloni, Giuliano Binetti, Emanuele Cassetta, Daniele Cerboneschi, Gloria Dal Forno, Claudio Del Percio, Florinda Ferreri, Raffaele Ferri, Bartolo Lanuzza, Carlo Miniussi, Davide V. Moretti, Flavio Nobili, Roberto D. Pascual-Marqui, Guido Rodriguez, Gian Luca Romani, Serenella Salinari, Franca Tecchio, Paolo Vitali, Orazio Zanetti, Filippo Zappasodi, Paolo Maria Rossini
Mapping distributed sources of cortical rhythms in mild Alzheimer's disease. A multicentric EEG study. NeuroImage 22 (1) (2004)
Darius Soonawala, Tania Amin, Klaus P. Ebmeier, J. Douglas Steele, Nadine J. Dougall, Jonathan Best, Octave Migneco, Flavio Nobili, Klemens Scheidhauer
Tc-HMPAO-SPECT Images for the Diagnosis of Alzheimer's Disease: Normalizing to Cerebellar Tracer Uptake. NeuroImage 17 (3) (2002)