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INtegrating Magnetic Resonance SPectroscopy and Multimodal Imaging for Research and Education in MEDicine

Deliverables

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Publications

Unsupervised Tensor Factorization for Classification of MS clinical Forms

Author(s): Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Published in: 25th International Conference in Pattern Recognition - ICPR 2020, Issue 2020, 2020

Potential benefits from Multi-Echo Single-Shot Spectroscopy with a combined fitting process,

Author(s): Rudy Rizzo, Roland Kreis
Published in: ISMRM 2020, Issue ISMRM 2020, 2020

Accelerating CEST by 2D CAIPIRINHA: a simulation study on Z-spectra from 3D whole brain CEST-MRI

Author(s): K. M. Nam, A. Hendriks, D. Klomp, E. Wiegers, J. Wijnen
Published in: ESMRMB 2019, 2019

Invisible receiver arrays? Proof of effective long distance RF arrays when tissue loss dominates

Author(s): K. M. Nam, Cezar Alborahal, Kaizad Rustomji, Tryfon Antonakakis, Catalina Arteaga de Castro, Jannie P. Wijnen, and Dennis W.J. Klomp
Published in: ISMRM 2020, 2020, Page(s) Poster

Low-Rank Convolutional Networks for Brain Tumor Segmentation 

Author(s):  Ashtari P., Maes F., Van Huffel S., 
Published in: Springer, 2021

Multimodal assessment of brain energy metabolism in a rat model of hepatic encephalopathy using 1H-MRS and 18F-FDG PET – a pilot study

Author(s): Jessie Mosso, Carole Poitry-Yamate, Dunja Simicic, Mario Lepore, Cristina Cudalbu, and Bernard Lanz
Published in: ISMRM20, 2020

Prediction of Multiple Sclerosis Disability using Machine Learning Ensemble of Boosting Methods based on structural brain connectivity

Author(s): Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Published in: ESMRMB 2020, 2020

Brain structural connectivity data augmentation using Generative Adversarial Network

Author(s): B. Barile, C. Stamile, A. Marzullo, F. Durand-Dubief, D. Sappey-Marinier
Published in: 37th Annual Scientific Meeting of ESMRMB, 2020

Enabling Fast Metabolic Mapping of the Brain using Lipid Crushing and an EPSI Readout at 7T

Author(s): K. M. Nam, Arjan Hendriks, Vincent O. Boer, Dennis D.J. Klomp, Jannie P. Wijnen, and Alex Bhogal
Published in: ISMRM 2020, Issue 2020 yearly, 2020

Relations between functional brain connectivity and intelligence using functional MRI and graphs techniques

Author(s): V. Ghibaudo, A. Stadler, B. Barile, F. Nusbaum, S. Mouchet-Mages, D. Sappey-Marinier
Published in: 37th Annual Scientific Meeting of ESMRMB, 2020

Silent EPSI using a gradient axis driven at 20 kHz

Author(s): Edwin Versteeg, K.M. Nam, Dennis Klomp, Jeroen Hendrikse, Alex Bhogal, Jeroen Siero, and Jannie Wijnen
Published in: ISMRM 2020, Issue ISMRM 2020, 2020

Data Augmentation using Generative Adversarial Neural Networks of Brain Structural Connectivity in Multiple Sclerosis

Author(s): Berardino Barile, Aldo Marzullo, Claudio Stamile, Françoise Durand-Dubief, Dominique Sappey-Marinier
Published in: Computer Methods and Programs in Biomedicine, 2021, ISSN 2666-9900
DOI: 10.1016/j.cmpb.2021.106113