Integrating structural and functional brain connectivity image, signal, and data processing problems

Giuseppe Baselli; Niels Bergsland; Isa Costantini; Ottavia Dipasquale; Elisa Scaccianoce; Marcella Laganà; Laura Pelizzari; Mario Clerici; Francesca Baglio

doi:10.1109/AEIT.2015.7415273

Integrating structural and functional brain connectivity image, signal, and data processing problems

Giuseppe Baselli, Niels Bergsland, Isa Costantini, Ottavia Dipasquale, Elisa Scaccianoce, Marcella Laganà, Laura Pelizzari, Mario Clerici, Francesca Baglio

Fondazione Don Carlo Gnocchi Onlus

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Resting state (RS) functional magnetic resonance images (rsfMRI) were analyzed by spatial independent component analysis (sICA). Functional connectivity (FC) was further analyzed within the identified RS networks either by high dimension sICA or by local clustering. The latter approach permitted to drive a matched structural connectivity (SC) based on probabilistic tractography between the same clusters. Cortex segmentation tools ad diffusion MRI were used to correlate fiber and cortical damage. Methods and results are here compared concerning the translational fall-outs and the applicability in the evaluation and follow-up of neurodegenerative diseases. Emphasis is given to the integration of image, signal, and data processing methods.

Original language	English
Title of host publication	2015 AEIT International Annual Conference, AEIT 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Print)	9788887237283
DOIs	https://doi.org/10.1109/AEIT.2015.7415273
Publication status	Published - Feb 19 2016
Event	AEIT International Annual Conference: A Sustainable Development in the Mediterranean Area, AEIT 2015 - Naples, Italy Duration: Oct 14 2015 → Oct 16 2015

Other

Other	AEIT International Annual Conference: A Sustainable Development in the Mediterranean Area, AEIT 2015
Country	Italy
City	Naples
Period	10/14/15 → 10/16/15

Keywords

Brain tractography
Functional brain connectivity
Independent component analysis
Structural brain connectivity

ASJC Scopus subject areas

Energy Engineering and Power Technology
Renewable Energy, Sustainability and the Environment
Biomedical Engineering

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Baselli, G., Bergsland, N., Costantini, I., Dipasquale, O., Scaccianoce, E., Laganà, M., Pelizzari, L., Clerici, M., & Baglio, F. (2016). Integrating structural and functional brain connectivity image, signal, and data processing problems. In 2015 AEIT International Annual Conference, AEIT 2015 [7415273] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/AEIT.2015.7415273

Integrating structural and functional brain connectivity image, signal, and data processing problems. / Baselli, Giuseppe; Bergsland, Niels; Costantini, Isa; Dipasquale, Ottavia; Scaccianoce, Elisa; Laganà, Marcella; Pelizzari, Laura; Clerici, Mario ; Baglio, Francesca.

2015 AEIT International Annual Conference, AEIT 2015. Institute of Electrical and Electronics Engineers Inc., 2016. 7415273.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Baselli, G, Bergsland, N, Costantini, I, Dipasquale, O, Scaccianoce, E, Laganà, M, Pelizzari, L, Clerici, M & Baglio, F 2016, Integrating structural and functional brain connectivity image, signal, and data processing problems. in 2015 AEIT International Annual Conference, AEIT 2015., 7415273, Institute of Electrical and Electronics Engineers Inc., AEIT International Annual Conference: A Sustainable Development in the Mediterranean Area, AEIT 2015, Naples, Italy, 10/14/15. https://doi.org/10.1109/AEIT.2015.7415273

Baselli, Giuseppe ; Bergsland, Niels ; Costantini, Isa ; Dipasquale, Ottavia ; Scaccianoce, Elisa ; Laganà, Marcella ; Pelizzari, Laura ; Clerici, Mario ; Baglio, Francesca. / Integrating structural and functional brain connectivity image, signal, and data processing problems. 2015 AEIT International Annual Conference, AEIT 2015. Institute of Electrical and Electronics Engineers Inc., 2016.

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