TY  - JOUR 
AU  - Pérez Velasco, Sergio
AU  - Marcos Martínez, Diego
AU  - SantaMaría Vazquez, Eduardo
AU  - Martínez Cagigal, Víctor
AU  - Moreno Calderón, Selene
AU  - Hornero Sánchez, Roberto
PY  - 2024
SN  - 0169-2607
UR  - https://uvadoc.uva.es/handle/10324/72899
AB  - Background and objective. Motor imagery (MI) based brain-computer interfaces (BCIs) are widely used in rehabilitation due to the close relationship that exists between MI and motor execution (ME). However, the underlying brain mechanisms of MI remain...
LA  - eng
PB  - Elsevier
KW  - Brain-computer interface (BCI)
KW  - Motor imagery (MI)
KW  - Explainable artificial intelligence (XAI)
KW  - Shapley additive explanations (SHAP)
KW  - Deep learning (DL)
KW  - Sensorimotor rhythms (SMR)
TI  - Unraveling motor imagery brain patterns using explainable artificial intelligence based on Shapley values
DO  - 10.1016/j.cmpb.2024.108048
ER  -