Maria Giulia Preti

Nationality: Italian

EPFL STI INX-STI MIPLAB
H4 3 182.084 (Campus Biotech Bâtiment H4)
Ch. des Mines 9
1202 Genève

Expertise

Signal and Image Processing, Neuroimaging, Magnetic Resonance Imaging, Graph Signal Processing, Networks, Network Neuroscience
Maria Giulia Preti is a Senior Scientist and Lab Manager at the Medical Image Processing Lab (MIPLab), Neuro-X Institute, EPFL, and is affiliated as well to the Faculty of Medicine, University of Geneva. 

She received her Ph.D. in Bioengineering at Politecnico di Milano (Milan, Italy) in 2013, after her M. Sc. (2009) and B. Sc. (2007) in Biomedical Engineering, as well at Politecnico di Milano. During her Ph.D., she focused on advanced techniques of brain magnetic resonance imaging, in particular she developed a method of groupwise fMRI-guided tractography, that revealed useful in the in-vivo investigation of the pathophysiological changes across the evolution of Alzheimer's disease. In 2011, she was awarded a Progetto Rocca fellowship from MIT-Italy and spent a visiting research period at the MIT and Harvard Medical School (Boston, USA), under the supervision of Prof. Nikos Makris, where she could focus on the anatomical study of specific neruonal bundles. She joined Dimitri Van De Ville's group at EPFL and the CIBM Center for Biomedical Imaging  in 2013 as a post-doc. She became lecturer (Maître-Assistante) at the University of Geneva in 2018.

Her current research aims at investigating the relationship between brain function and structure by using advanced techniques of magnetic resonance imaging and graph signal processing methods. In particular, she is working on functional MRI, functional connectivity, diffusion tensor imaging and tractography, integration of MRI with other techniques (e.g. EEG), and the application of these methods to several clinical contexts, e.g., epilepsy, Alzheimer's disease and mild cognitive impairment, multiple sclerosis, attention deficit hyperactivity disorder, stroke.

Selected publications

Dynamics of Funtional Connectivity at High Spatial Resolution Reveal Long-Range Interactions and Fine-Scale Organization.

M.G. Preti & D. Van De Ville
Published in Scientific Reports, 7 Article number: 12773, 2017 in

The Dynamic Functional Connectome: State-of-the-Art and Perspectives

M.G. Preti, T.A. Bolton, D. Van De Ville
Published in NeuroImage, vol. 160, pag. 41-54, 2017. in

Inter-Hemispherical Asymmetry in Default-Mode Functional Connectivity and BAIAP2 Gene are Associated With Anger Expression in ADHD Adults

R. Hasler & M.G. Preti et al.
Published in Psychiatry Research: Neuroimaging, vol. 269 pp. 54-61, 2017 in

When Slepian Meets Fiedler: Putting a Focus on the Graph Spectrum

D. Van De Ville, R. Demesmaeker, M.G. Preti
Published in IEEE Signal Processing Letters, vol. 24 pp. 1001-1004, 2017 in

Dynamic Reorganization of Intrinsic Functional Networks in the Mouse Brain

J. Grandjean, M.G. Preti, T.A. Bolton, M. Buerge, E. Seifritz, C.R. Pryce, D. Van De Ville & M. Rudin
Published in NeuroImage vol. 152 pp. 497-508, 2017 in

Memory Performance Related Dynamic Brain Connectivity Indicates Pathological Burden and Genetic Risk for Alzheimer's Disease

F.C. Quevenco, M.G. Preti, J.M. van Bergen, J. Hua, M. Wyss, X. Li, S.J. Schreiner, S.C. Steininger, R. Meyer, I.B. Meier, A. Brickman, S. Leh, A.F. Gietl, A. Buck, R.M. Nitsch, K.P. Pruessmann, P.C. van Zijl, C. Hock, D. Van De Ville & P.G. Unschuld
Published in Alzheimer's Research & Therapy, vol. 9 (24) pp. 1-11, 2017 in

Prediction of Long-Term Memory Scores in MCI Based on Resting-State fMRI

D.-E. Meskaldji, M.G. Preti, T. Bolton, M.-L. Montandon, C.K. Rodriguez, S. Morgenthaler, P. Giannakopoulos, S. Haller & D. Van De Ville
Published in Neuroimage: Clinical, vol. 12 pp. 785-795, 2016 in

Influence of Vascular Variant of the Posterior Cerebral Artery (PCA) on Cerebral Blood Flow, Vascular Response to CO2 and Static Functional Connectivity

K. Emmert, D. Zöller, M.G. Preti, D. Van De Ville, P. Giannakopoulos & S. Haller
Published in PLOS One, vol. 11 :(8) pp. e0161121, 2016 in

Cigarette Smoking Leads to Persistent and Dose-Dependent Alterations of Brain Activity and Connectivity in Anterior Insula and Anterior Cingulate

D. Zanchi, A.L. Brody, M.-L. Montandon, R. Kopel, K. Emmert, M.G. Preti, D. Van De Ville & S. Haller
Published in Addiction Biology, vol. 20 :(6) pp. 1033-1041, 2015 in

A Novel Approach of Groupwise fMRI-Guided Tractography Allowing to Characterize the Clinical Evolution of Alzheimer's Disease

Maria Giulia Preti, Nikos Makris, George Papadimitriou, Maria Marcella Lagan�, Ludovica Griffanti, Mario Clerici, Raffaello Nemni, Carl-Fredrik Westin, Giuseppe Baselli, Francesca Baglio
Published in PloS one, 9 (3), e92026, 2014 in

Human middle longitudinal fascicle: variations in patterns of anatomical connections

N Makris, MG Preti, T Asami, P Pelavin, B Campbell, GM Papadimitriou, J Kaiser, G Baselli, CF Westin, ME Shenton, M Kubicki
Published in Brain Structure and Function, 218 (4), 951-968, 2013 in

Human middle longitudinal fascicle: segregation and behavioral-clinical implications of two distinct fiber connections linking temporal pole and superior temporal gyrus with the angular gyrus or superior parietal lobule using multi-tensor tractography

N Makris, MG Preti, D Wassermann, Y Rathi, GM Papadimitriou, C Yergatian, BC Dickerson, ME Shenton, M Kubicki
Published in Brain imaging and behavior, 7 (3), 335-352, 2013 in

Transcranial Ultrasound and Magnetic Resonance Image Fusion With Virtual Navigator

Maria Marcella Lagan�, Maria Giulia Preti, Leonardo Forzoni, Sara D'Onofrio, Stefano De Beni, Antonello Barberio, Pietro Cecconi, Giuseppe Baselli
Published in IEEE transactions on multimedia, 15 (5), 1039-1048, 2013 in

Assessing corpus callosum changes in Alzheimer's disease: comparison between tract-based spatial statistics and atlas-based tractography

Maria Giulia Preti, Francesca Baglio, Maria Marcella Lagan�, Ludovica Griffanti, Raffaello Nemni, Mario Clerici, Marco Bozzali, Giuseppe Baselli
Published in PloS one, 7 (4), e35856, 2012 in