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Age- and sex-related spatial patterns of variation in normal brain magnetic susceptibility (QSM) revealed by Blind Source Separation (BSS) and Supervised Machine Learning

Author:Ferdinand Schweser  Balint Sule  Juliane Damm  Niels Bergsland  Michael Dwyer  Akshay Dhamankar  Bianca Weinstock-Guttman  Robert Zivadinov  

Author Institution:University at Buffalo, The State University of New York  

Session Type:Oral  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Magnetic Susceptibility Imaging  

Program Number:0194  

Presentation Time:15:09  

Room Number:S06  

Computer Number:

Assessment of the total iron mass using Quantitative Susceptibility Mapping (QSM): Deep gray matter iron depletion in multiple sclerosis?

Author:Ferdinand Schweser  Jesper Hagemeier  Michael Dwyer  Niels Bergsland  Akshay Dhamankar  Bianca Weinstock-Guttman  Robert Zivadinov  

Author Institution:University at Buffalo, The State University of New York  

Session Type:Oral  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Quantitative Neuroimaging  

Program Number:0794  

Presentation Time:13:57  

Room Number:S02  

Computer Number:

Brain perfusion patterns and their relationships with fMRI resting state networks and arterial vascular territories

Author:Maria Marcella Lagana  Laura Pelizzari  Alice Pirastru  Niels Bergsland  Mario Clerici  Pietro Cecconi  Francesca Baglio  

Author Institution:Fondazione Don Carlo Gnocchi ONLUS  

Session Type:Oral  

Session Date:Thursday, 21 June 2018  

Session Time:15:30  

Session:Brain Connectivity  

Program Number:1215  

Presentation Time:16:18  

Room Number:N03  

Computer Number:

Concurrent assessment of perfusion and functional connectivity in Parkinson’s disease

Author:Maria Marcella Lagana  Laura Pelizzari  Niels Bergsland  Alice Pirastru  Giuseppe Baselli  Mario Clerici  Pietro Cecconi  Raffaello Nemni  Francesca Baglio  

Author Institution:Fondazione Don Carlo Gnocchi ONLUS  Politecnico di Milano  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:16:15  

Session:Parkinson's Disease  

Program Number:3635  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 83  

Supervised Machine Learning with Blind Source Separation (BSS) reveals distinct networks of pathological changes in brain magnetic susceptibility (QSM): Application to multiple sclerosis.

Author:Ferdinand Schweser  Juliane Damm  Niels Bergsland  Michael Dwyer  Akshay Dhamankar  Bianca Weinstock-Guttman  Robert Zivadinov  

Author Institution:University at Buffalo, The State University of New York  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:14:45  

Session:Machine Learning for Image Analysis  

Program Number:3482  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 50  

Texture analysis applied to MRI of nerves affected with chronic inflammatory demyelinating neuropathy.