Matches in SemOpenAlex for { <https://semopenalex.org/work/W2192199050> ?p ?o ?g. }
- W2192199050 abstract "Most studies in the field of brain-computer interfacing (BCI) for lower limbs rehabilitation are carried out with healthy subjects, even though insights gained from healthy populations may not generalize to patients in need of a BCI. We investigate the ability of a BCI to detect the intention to walk in stroke patients from pre-movement EEG correlates. Moreover, we also investigated how the motivation of the patients to execute a task related to the rehabilitation therapy affects the BCI accuracy. Nine chronic stroke patients performed a self-initiated walking task during three sessions, with an intersession interval of one week. Using a decoder that combines temporal and spectral sparse classifiers we detected pre-movement state with an accuracy of 64 % in a range between 18 % and 85.2 %, with the chance level at 4 %. Furthermore, we found a significantly strong positive correlation (r = 0.561, p = 0.048) between the motivation of the patients to perform the rehabilitation related task and the accuracy of the BCI detector of their intention to walk. We show that a detector based on temporal and spectral features can be used to classify pre-movement state in stroke patients. Additionally, we found that patients’ motivation to perform the task showed a strong correlation to the attained detection rate of their walking intention." @default.
- W2192199050 created "2016-06-24" @default.
- W2192199050 creator A5003524836 @default.
- W2192199050 creator A5005668305 @default.
- W2192199050 creator A5006976737 @default.
- W2192199050 creator A5011581147 @default.
- W2192199050 creator A5040984156 @default.
- W2192199050 creator A5060302183 @default.
- W2192199050 date "2015-12-01" @default.
- W2192199050 modified "2023-10-15" @default.
- W2192199050 title "Detecting intention to walk in stroke patients from pre-movement EEG correlates" @default.
- W2192199050 cites W1579805848 @default.
- W2192199050 cites W1970810079 @default.
- W2192199050 cites W1973168969 @default.
- W2192199050 cites W1974388905 @default.
- W2192199050 cites W1974870935 @default.
- W2192199050 cites W1975372933 @default.
- W2192199050 cites W1989666886 @default.
- W2192199050 cites W1993968723 @default.
- W2192199050 cites W1994771629 @default.
- W2192199050 cites W1999702617 @default.
- W2192199050 cites W2003870363 @default.
- W2192199050 cites W2005045639 @default.
- W2192199050 cites W2006737655 @default.
- W2192199050 cites W2007274837 @default.
- W2192199050 cites W2007354835 @default.
- W2192199050 cites W2009301803 @default.
- W2192199050 cites W2009604254 @default.
- W2192199050 cites W2020905483 @default.
- W2192199050 cites W2027717478 @default.
- W2192199050 cites W2029902886 @default.
- W2192199050 cites W2040578851 @default.
- W2192199050 cites W2044806915 @default.
- W2192199050 cites W2049560597 @default.
- W2192199050 cites W2051911430 @default.
- W2192199050 cites W2052684349 @default.
- W2192199050 cites W2055903898 @default.
- W2192199050 cites W2065628965 @default.
- W2192199050 cites W2071587613 @default.
- W2192199050 cites W2072735345 @default.
- W2192199050 cites W2075074220 @default.
- W2192199050 cites W2076151856 @default.
- W2192199050 cites W2076196856 @default.
- W2192199050 cites W2076847929 @default.
- W2192199050 cites W2079113737 @default.
- W2192199050 cites W2083595536 @default.
- W2192199050 cites W2092889121 @default.
- W2192199050 cites W2098644279 @default.
- W2192199050 cites W2101831200 @default.
- W2192199050 cites W2103525815 @default.
- W2192199050 cites W2105953877 @default.
- W2192199050 cites W2115295545 @default.
- W2192199050 cites W2126185017 @default.
- W2192199050 cites W2128495200 @default.
- W2192199050 cites W2133561518 @default.
- W2192199050 cites W2140687148 @default.
- W2192199050 cites W2141846678 @default.
- W2192199050 cites W2156749889 @default.
- W2192199050 cites W2158776332 @default.
- W2192199050 cites W2167954455 @default.
- W2192199050 cites W2239486811 @default.
- W2192199050 cites W245658 @default.
- W2192199050 cites W2543941808 @default.
- W2192199050 cites W42282408 @default.
- W2192199050 cites W4242883546 @default.
- W2192199050 cites W54414142 @default.
- W2192199050 doi "https://doi.org/10.1186/s12984-015-0087-4" @default.
- W2192199050 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/4676850" @default.
- W2192199050 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26654594" @default.
- W2192199050 hasPublicationYear "2015" @default.
- W2192199050 type Work @default.
- W2192199050 sameAs 2192199050 @default.
- W2192199050 citedByCount "46" @default.
- W2192199050 countsByYear W21921990502016 @default.
- W2192199050 countsByYear W21921990502017 @default.
- W2192199050 countsByYear W21921990502018 @default.
- W2192199050 countsByYear W21921990502019 @default.
- W2192199050 countsByYear W21921990502020 @default.
- W2192199050 countsByYear W21921990502021 @default.
- W2192199050 countsByYear W21921990502022 @default.
- W2192199050 countsByYear W21921990502023 @default.
- W2192199050 crossrefType "journal-article" @default.
- W2192199050 hasAuthorship W2192199050A5003524836 @default.
- W2192199050 hasAuthorship W2192199050A5005668305 @default.
- W2192199050 hasAuthorship W2192199050A5006976737 @default.
- W2192199050 hasAuthorship W2192199050A5011581147 @default.
- W2192199050 hasAuthorship W2192199050A5040984156 @default.
- W2192199050 hasAuthorship W2192199050A5060302183 @default.
- W2192199050 hasBestOaLocation W21921990501 @default.
- W2192199050 hasConcept C117220453 @default.
- W2192199050 hasConcept C120843803 @default.
- W2192199050 hasConcept C127413603 @default.
- W2192199050 hasConcept C15744967 @default.
- W2192199050 hasConcept C162324750 @default.
- W2192199050 hasConcept C169760540 @default.
- W2192199050 hasConcept C173201364 @default.
- W2192199050 hasConcept C187736073 @default.
- W2192199050 hasConcept C2524010 @default.
- W2192199050 hasConcept C2776303644 @default.
- W2192199050 hasConcept C2778818304 @default.