FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2968717862> ?p ?o ?g. }

• W2968717862 abstract "Hemiparesis is one of the most frequent poststroke conditions, which causes muscle weakness and/or inability to move one side of the body. Physical rehabilitation is the main treatment for hemiparesis recovery, and physiotherapists agree that using the impaired arm in the activities of daily living (ADLs)is crucial for a complete recovery. Currently, rehabilitation is assessed through diaries and self-questionnaires, which are subjective and do not tell the real condition of the patients throughout the day. Assistive devices can objectively evaluate the functional improvement of the impaired arm monitoring its activity. This work aimed to identify the purposeful arm movements during patient's ADLs. We consider arm's swing while walking as a non-purposeful movement. Firstly, the event-based approach was applied to separate movement and non-movement segments. Secondly, movement segments were used to detect the change-point (events)and their locations in time series signal. Two machine learning classifiers, Support Vector Machine (SVM)and Artificial Neural Network (ANN), were trained using 10-fold cross validation for the classification of purposeful and non-purposeful movements. Data from 10 healthy and 12 post-strokes volunteers from Institute Guttmann (Barcelona)were collected using the SensHand device. The volunteers, wearing one SensHand on each wrist, performed the following activities: resting, eating, pouring water, drinking, brushing, folding towel, grasp towel, grasp brush, grasp glass, continuous and walking. Developing a model based on the healthy subjects, the overall classification accuracy obtained from SVM classifier and ANN was 81.21 % and 97.06% respectively. Similarly, with poststroke subjects obtained accuracy with the SVM and ANN was 84.18% and 99.74% respectively. Considering the whole dataset, SVM and ANN obtained maximum accuracy equal to 86.21 % and 99.91 % respectively. In conclusion, our work showed promising results for the classification of purposeful and non-purposeful movements." @default.
• W2968717862 created "2019-08-22" @default.
• W2968717862 creator A5000140185 @default.
• W2968717862 creator A5005309507 @default.
• W2968717862 creator A5014153904 @default.
• W2968717862 creator A5020349872 @default.
• W2968717862 creator A5021224175 @default.
• W2968717862 creator A5024671137 @default.
• W2968717862 creator A5025855606 @default.
• W2968717862 creator A5037128658 @default.
• W2968717862 creator A5066868417 @default.
• W2968717862 creator A5080274713 @default.
• W2968717862 creator A5085016591 @default.
• W2968717862 date "2019-07-01" @default.
• W2968717862 modified "2023-10-10" @default.
• W2968717862 title "Assessment of Purposeful Movements for Post-Stroke Patients in Activites of Daily Living with Wearable Sensor Device" @default.
• W2968717862 cites W1975684011 @default.
• W2968717862 cites W1975747104 @default.
• W2968717862 cites W2033793222 @default.
• W2968717862 cites W2091551897 @default.
• W2968717862 cites W2097950056 @default.
• W2968717862 cites W2100426636 @default.
• W2968717862 cites W2106566719 @default.
• W2968717862 cites W2133025798 @default.
• W2968717862 cites W2171125032 @default.
• W2968717862 cites W2216043568 @default.
• W2968717862 cites W2232968682 @default.
• W2968717862 cites W2297663604 @default.
• W2968717862 cites W2518651690 @default.
• W2968717862 cites W2526813065 @default.
• W2968717862 cites W2610175660 @default.
• W2968717862 cites W2737848624 @default.
• W2968717862 cites W2769930542 @default.
• W2968717862 cites W2810936687 @default.
• W2968717862 cites W2887886794 @default.
• W2968717862 cites W2908749843 @default.
• W2968717862 doi "https://doi.org/10.1109/cibcb.2019.8791470" @default.
• W2968717862 hasPublicationYear "2019" @default.
• W2968717862 type Work @default.
• W2968717862 sameAs 2968717862 @default.
• W2968717862 citedByCount "3" @default.
• W2968717862 countsByYear W29687178622021 @default.
• W2968717862 countsByYear W29687178622023 @default.
• W2968717862 crossrefType "proceedings-article" @default.
• W2968717862 hasAuthorship W2968717862A5000140185 @default.
• W2968717862 hasAuthorship W2968717862A5005309507 @default.
• W2968717862 hasAuthorship W2968717862A5014153904 @default.
• W2968717862 hasAuthorship W2968717862A5020349872 @default.
• W2968717862 hasAuthorship W2968717862A5021224175 @default.
• W2968717862 hasAuthorship W2968717862A5024671137 @default.
• W2968717862 hasAuthorship W2968717862A5025855606 @default.
• W2968717862 hasAuthorship W2968717862A5037128658 @default.
• W2968717862 hasAuthorship W2968717862A5066868417 @default.
• W2968717862 hasAuthorship W2968717862A5080274713 @default.
• W2968717862 hasAuthorship W2968717862A5085016591 @default.
• W2968717862 hasConcept C118552586 @default.
• W2968717862 hasConcept C12267149 @default.
• W2968717862 hasConcept C126838900 @default.
• W2968717862 hasConcept C149635348 @default.
• W2968717862 hasConcept C150594956 @default.
• W2968717862 hasConcept C154945302 @default.
• W2968717862 hasConcept C15744967 @default.
• W2968717862 hasConcept C171268870 @default.
• W2968717862 hasConcept C1862650 @default.
• W2968717862 hasConcept C199360897 @default.
• W2968717862 hasConcept C2776882386 @default.
• W2968717862 hasConcept C2778216619 @default.
• W2968717862 hasConcept C2778818304 @default.
• W2968717862 hasConcept C2781156865 @default.
• W2968717862 hasConcept C41008148 @default.
• W2968717862 hasConcept C64635419 @default.
• W2968717862 hasConcept C71924100 @default.
• W2968717862 hasConcept C79544238 @default.
• W2968717862 hasConcept C99508421 @default.
• W2968717862 hasConceptScore W2968717862C118552586 @default.
• W2968717862 hasConceptScore W2968717862C12267149 @default.
• W2968717862 hasConceptScore W2968717862C126838900 @default.
• W2968717862 hasConceptScore W2968717862C149635348 @default.
• W2968717862 hasConceptScore W2968717862C150594956 @default.
• W2968717862 hasConceptScore W2968717862C154945302 @default.
• W2968717862 hasConceptScore W2968717862C15744967 @default.
• W2968717862 hasConceptScore W2968717862C171268870 @default.
• W2968717862 hasConceptScore W2968717862C1862650 @default.
• W2968717862 hasConceptScore W2968717862C199360897 @default.
• W2968717862 hasConceptScore W2968717862C2776882386 @default.
• W2968717862 hasConceptScore W2968717862C2778216619 @default.
• W2968717862 hasConceptScore W2968717862C2778818304 @default.
• W2968717862 hasConceptScore W2968717862C2781156865 @default.
• W2968717862 hasConceptScore W2968717862C41008148 @default.
• W2968717862 hasConceptScore W2968717862C64635419 @default.
• W2968717862 hasConceptScore W2968717862C71924100 @default.
• W2968717862 hasConceptScore W2968717862C79544238 @default.
• W2968717862 hasConceptScore W2968717862C99508421 @default.
• W2968717862 hasLocation W29687178621 @default.
• W2968717862 hasOpenAccess W2968717862 @default.
• W2968717862 hasPrimaryLocation W29687178621 @default.
• W2968717862 hasRelatedWork W2056273836 @default.
• W2968717862 hasRelatedWork W2160759275 @default.
• W2968717862 hasRelatedWork W2376788463 @default.
• W2968717862 hasRelatedWork W2547121571 @default.

• next