User profiles for Jonas Richiardi

Jonas Richiardi

Lausanne University Hospital and University of Lausanne
Verified email at chuv.ch
Cited by 5458

Principal components of functional connectivity: a new approach to study dynamic brain connectivity during rest

N Leonardi, J Richiardi, M Gschwind, S Simioni… - NeuroImage, 2013 - Elsevier
Functional connectivity (FC) as measured by correlation between fMRI BOLD time courses
of distinct brain regions has revealed meaningful organization of spontaneous fluctuations in …

Correlated gene expression supports synchronous activity in brain networks

J Richiardi, A Altmann, AC Milazzo, C Chang… - Science, 2015 - science.org
During rest, brain activity is synchronized between different regions widely distributed throughout
the brain, forming functional networks. However, the molecular mechanisms supporting …

Decoding brain states from fMRI connectivity graphs

J Richiardi, H Eryilmaz, S Schwartz, P Vuilleumier… - Neuroimage, 2011 - Elsevier
Functional connectivity analysis of fMRI data can reveal synchronised activity between
anatomically distinct brain regions. Here, we extract the characteristic connectivity signatures of …

Machine learning with brain graphs: predictive modeling approaches for functional imaging in systems neuroscience

J Richiardi, S Achard, H Bunke… - IEEE Signal …, 2013 - ieeexplore.ieee.org
The observation and description of the living brain has attracted a lot of research over the
past centuries. Many noninvasive imaging modalities have been developed, such as …

Graph analysis of functional brain networks: practical issues in translational neuroscience

F de Vico Fallani, J Richiardi… - … Transactions of the …, 2014 - royalsocietypublishing.org
The brain can be regarded as a network: a connected system where nodes, or units,
represent different specialized regions and links, or connections, represent communication …

[HTML][HTML] PRoNTo: pattern recognition for neuroimaging toolbox

…, C Chu, J Ashburner, C Phillips, J Richiardi… - Neuroinformatics, 2013 - Springer
In the past years, mass univariate statistical analyses of neuroimaging data have been
complemented by the use of multivariate pattern analyses, especially based on machine learning …

Artificial intelligence in musculoskeletal imaging: review of current literature, challenges, and trends

…, B Stieltjes, T Kober, J Richiardi… - Seminars in …, 2019 - thieme-connect.com
Artificial intelligence (AI) has gained major attention with a rapid increase in the number of
published articles, mostly recently. This review provides a general understanding of how AI …

The multiscenario multienvironment biosecure multimodal database (BMDB)

…, M Tistarelli, L Brodo, J Richiardi… - … on Pattern Analysis …, 2009 - ieeexplore.ieee.org
A new multimodal biometric database designed and acquired within the framework of the
European BioSecure Network of Excellence is presented. It is comprised of more than 600 …

[HTML][HTML] To buy or not to buy—evaluating commercial AI solutions in radiology (the ECLAIR guidelines)

…, D Pinto Dos Santos, T Kober, J Richiardi - European …, 2021 - Springer
Artificial intelligence (AI) has made impressive progress over the past few years, including
many applications in medical imaging. Numerous commercial solutions based on AI …

[HTML][HTML] Integration and segregation of large-scale brain networks during short-term task automatization

…, RF Betzel, B Mišić, O Sporns, J Richiardi… - Nature …, 2016 - nature.com
The human brain is organized into large-scale functional networks that can flexibly reconfigure
their connectivity patterns, supporting both rapid adaptive control and long-term learning …