Computational modelling in disorders of consciousness: Closing the gap towards personalised models for restoring consciousness

Archive ouverte

Luppi, Andrea, I | Cabral, Joana | Cofre, Rodrigo | Mediano, Pedro A.M. | Rosas, Fernando, E | Qureshi, Abid, Y | Kuceyeski, Amy | Tagliazucchi, Enzo | Raimondo, Federico | Deco, Gustavo | Shine, James, M | Kringelbach, Morten, L | Orio, Patricio | Ching, Shinung | Sanz Perl, Yonatan | Diringer, Michael, N | Stevens, Robert, D | Sitt, Jacobo Diego

Edité par CCSD ; Elsevier -

International audience. Highlights • Overview of the wide range of modelling strategies for disorders of consciousness. • Descriptive and generative statistical models, biophysical computational models. • Gap analysis of challenges to DOC modelling and recommendations to overcome them. • Towards personalised models for diagnosis and treatment of DOC with multimodal data. • “Phase Zero” in silico clinical trials of potential treatments via brain modelling.

Suggestions

Du même auteur

Bayesian at heart: Towards autonomic outflow estimation via generative state-space modelling of heart rate dynamics

Archive ouverte | Rosas, Fernando, E | CCSD

International audience. Recent research is revealing how cognitive processes are supported by a complex interplay between the brain and the rest of the body, which can be investigated by the analysis of physiologica...

The arrow of time of brain signals in cognition: Potential intriguing role of parts of the default mode network

Archive ouverte | Deco, Gustavo | CCSD

International audience. A promising idea in human cognitive neuroscience is that the default mode network (DMN) is responsible for coordinating the recruitment and scheduling of networks for computing and solving ta...

Perturbations in dynamical models of whole-brain activity dissociate between the level and stability of consciousness

Archive ouverte | Sanz Perl, Yonatan | CCSD

International audience. Consciousness transiently fades away during deep sleep, more stably under anesthesia, and sometimes permanently due to brain injury. The development of an index to quantify the level of consc...

Chargement des enrichissements...