Emma Colamarino | Ricerc@Sapienza

Pubblicazioni

Titolo	Pubblicato in	Anno
Parallel Factorization to Implement Group Analysis in Brain Networks Estimation	SENSORS	2023
Exploring high-density corticomuscular networks after stroke to enable a hybrid Brain-Computer Interface for hand motor rehabilitation	JOURNAL OF NEUROENGINEERING AND REHABILITATION	2023
Long-term effect on EEG sensorimotor responsiveness to motor imagery after a BCI training for stroke rehabilitation	10th International BCI Meeting	2023
Brain-Computer Interface assisted Motor Imagery training in post-stroke rehabilitation: longitudinal study of the EEG sensorimotor rhythms	VIII Congress of the National Group of Bioengineering (GNB)	2023
On the use of PARAFAC algorithm in group network analysis: a simulation study	VIII Congress of the National Group of Bioengineering (GNB)	2023
Re-Configuration of Resting state brain networks after BCI training in stroke patients	10th International BCI meeting - Abstract book	2023
Feature selection algorithms to optimize corticomuscular coherence-based BCI for hand motor rehabilitation	Abstract Book - 10th International BCI Meeting	2023
Identifying the best candidates for a rehabilitative BCI targeting upper limb motor recovery	Abstract Book - 10th International BCI Meeting	2023
Cortico-Muscular Coupling to control a hybrid Brain-Computer Interface for upper limb motor rehabilitation	Abstract Book of the 10th International Brain-Computer Interface Meeting	2023
The Promotoer, a brain-computer interface-assisted intervention to promote upper limb functional motor recovery after stroke: a statistical analysis plan for a randomized controlled trial	TRIALS	2023
DiSCIoser: unlocking recovery potential of arm sensorimotor functions after spinal cord injury by promoting activity-dependent brain plasticity by means of brain-computer interface technology: a randomized controlled trial to test efficacy	BMC NEUROLOGY	2023
Kinematic evaluation of upper limb impairment in stroke survivors through box and block test and IMUs	2023 IEEE International Symposium on Medical Measurements and Applications, MeMeA 2023 - Conference Proceedings	2023
Inter-limb muscle synergy similarity as marker of post-stroke impairment in Box & Block Test	Gait & Posture - Abstracts of the 23rd National Congress of SIAMOC	2023
Automatic Selection of Control Features for Electroencephalography-Based Brain–Computer Interface Assisted Motor Rehabilitation: The GUIDER Algorithm	BRAIN TOPOGRAPHY	2022
Cortico-Muscular Coupling Allows to Discriminate Different Types of Upper Limb Movements	2022 44th International Engineering in Medicine and Biology Conference -Conference Proceedings	2022
Distinctive physiological muscle synergy patterns define the Box and Block Task execution as revealed by electromyographic features	2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)	2022
Low Frequency Brain Oscillations during the execution and imagination of simple hand movements for Brain-Computer Interface applications	2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)	2022
Cortico-muscular coupling to control a hybrid brain-computer interface for upper limb motor rehabilitation: A pseudo-online study on stroke patients	FRONTIERS IN HUMAN NEUROSCIENCE	2022
Low Frequency Brain Oscillations for Brain-Computer Interface applications: from the sources to the scalp domain	2022 IEEE International Conference on Metrology for Extended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)	2022
Muscle synergy patterns in the Box and Block Task execution	Proceedings XXII Congresso SIAMOC 2022	2022

ERC

PE7_7
PE7_11

KET

Big data & computing
Life-science technologies & biotechnologies

Interessi di ricerca

Electroencephalographic (EEG) and Electromyographic (EMG) signal processing
Brain-Computer Interface (BCI)
Machine learning
Neurorehabilitation

Keywords

bioengineering

Physiological systems modeling - Multivariate signal processing

electroencephalography (EEG)

electromyography (emg)

Progetti di Ricerca

MoRe MuSyC: Post-stroke Motor Recovery Muscle Synergy quality Capture
PHYDBEC: Physiology-evidence based indices to describe movement in Box and Block test execution
Multimodal classification of upper limb movements during post-stroke rehabilitation
Synergies-based real-time monitoring to improve post-stroke rehabilitation