FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2564200058> ?p ?o ?g. }

• W2564200058 abstract "Electromyography (EMG) signals recorded from healthy, myopathic, and amyotrophic lateral sclerosis (ALS) subjects are nonlinear, non-stationary, and similar in the time domain and the frequency domain. Therefore, it is difficult to classify these various statuses. This study proposes an EMG-based feature extraction method based on a normalized weight vertical visibility algorithm (NWVVA) for myopathy and ALS detection. In this method, sampling points or nodes based on sampling theory are extracted, and features are derived based on relations among the vertical visibility nodes with their amplitude differences as weights. The features are calculated via selective statistical mechanics and measurements, and the obtained features are assembled into a feature matrix as classifier input. Finally, powerful classifiers, such as k-nearest neighbor, multilayer perceptron neural network, and support vector machine classifiers, are utilized to differentiate signals of healthy, myopathy, and ALS cases. Performance evaluation experiments are carried out, and the results revealed 98.36% accuracy, which corresponds to approximately a 2% improvement compared with conventional methods. An EMG-based feature extraction method using a NWVVA is proposed and implemented to detect healthy, ALS, and myopathy statuses." @default.
• W2564200058 created "2017-01-06" @default.
• W2564200058 creator A5031315778 @default.
• W2564200058 creator A5052897196 @default.
• W2564200058 creator A5054952704 @default.
• W2564200058 date "2016-12-01" @default.
• W2564200058 modified "2023-09-26" @default.
• W2564200058 title "An EMG-based feature extraction method using a normalized weight vertical visibility algorithm for myopathy and neuropathy detection" @default.
• W2564200058 cites W1187446851 @default.
• W2564200058 cites W1503945204 @default.
• W2564200058 cites W1557516070 @default.
• W2564200058 cites W1967545017 @default.
• W2564200058 cites W1969329205 @default.
• W2564200058 cites W1970050892 @default.
• W2564200058 cites W1981173169 @default.
• W2564200058 cites W1986851468 @default.
• W2564200058 cites W1991698851 @default.
• W2564200058 cites W1992941740 @default.
• W2564200058 cites W2004797722 @default.
• W2564200058 cites W2005333746 @default.
• W2564200058 cites W2022319257 @default.
• W2564200058 cites W2027187186 @default.
• W2564200058 cites W2030929130 @default.
• W2564200058 cites W2040620516 @default.
• W2564200058 cites W2042489038 @default.
• W2564200058 cites W2055026204 @default.
• W2564200058 cites W2055538060 @default.
• W2564200058 cites W2056933353 @default.
• W2564200058 cites W2065439482 @default.
• W2564200058 cites W2068495588 @default.
• W2564200058 cites W2070722739 @default.
• W2564200058 cites W2079409030 @default.
• W2564200058 cites W2081748412 @default.
• W2564200058 cites W2082740732 @default.
• W2564200058 cites W2093265755 @default.
• W2564200058 cites W2115790233 @default.
• W2564200058 cites W2122111042 @default.
• W2564200058 cites W2141691218 @default.
• W2564200058 cites W2148606196 @default.
• W2564200058 cites W2159216587 @default.
• W2564200058 cites W2306537718 @default.
• W2564200058 cites W2409983459 @default.
• W2564200058 cites W2441225815 @default.
• W2564200058 cites W2493236962 @default.
• W2564200058 cites W2494498130 @default.
• W2564200058 cites W2504270968 @default.
• W2564200058 cites W2963768879 @default.
• W2564200058 cites W3007266308 @default.
• W2564200058 cites W4234989302 @default.
• W2564200058 doi "https://doi.org/10.1186/s40064-016-3772-2" @default.
• W2564200058 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/5174015" @default.
• W2564200058 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/28053831" @default.
• W2564200058 hasPublicationYear "2016" @default.
• W2564200058 type Work @default.
• W2564200058 sameAs 2564200058 @default.
• W2564200058 citedByCount "24" @default.
• W2564200058 countsByYear W25642000582017 @default.
• W2564200058 countsByYear W25642000582019 @default.
• W2564200058 countsByYear W25642000582020 @default.
• W2564200058 countsByYear W25642000582021 @default.
• W2564200058 countsByYear W25642000582022 @default.
• W2564200058 countsByYear W25642000582023 @default.
• W2564200058 crossrefType "journal-article" @default.
• W2564200058 hasAuthorship W2564200058A5031315778 @default.
• W2564200058 hasAuthorship W2564200058A5052897196 @default.
• W2564200058 hasAuthorship W2564200058A5054952704 @default.
• W2564200058 hasBestOaLocation W25642000581 @default.
• W2564200058 hasConcept C120665830 @default.
• W2564200058 hasConcept C121332964 @default.
• W2564200058 hasConcept C12267149 @default.
• W2564200058 hasConcept C123403432 @default.
• W2564200058 hasConcept C138885662 @default.
• W2564200058 hasConcept C142724271 @default.
• W2564200058 hasConcept C153180895 @default.
• W2564200058 hasConcept C154945302 @default.
• W2564200058 hasConcept C2776401178 @default.
• W2564200058 hasConcept C2777300911 @default.
• W2564200058 hasConcept C41008148 @default.
• W2564200058 hasConcept C41895202 @default.
• W2564200058 hasConcept C52622490 @default.
• W2564200058 hasConcept C71924100 @default.
• W2564200058 hasConcept C83665646 @default.
• W2564200058 hasConcept C95623464 @default.
• W2564200058 hasConceptScore W2564200058C120665830 @default.
• W2564200058 hasConceptScore W2564200058C121332964 @default.
• W2564200058 hasConceptScore W2564200058C12267149 @default.
• W2564200058 hasConceptScore W2564200058C123403432 @default.
• W2564200058 hasConceptScore W2564200058C138885662 @default.
• W2564200058 hasConceptScore W2564200058C142724271 @default.
• W2564200058 hasConceptScore W2564200058C153180895 @default.
• W2564200058 hasConceptScore W2564200058C154945302 @default.
• W2564200058 hasConceptScore W2564200058C2776401178 @default.
• W2564200058 hasConceptScore W2564200058C2777300911 @default.
• W2564200058 hasConceptScore W2564200058C41008148 @default.
• W2564200058 hasConceptScore W2564200058C41895202 @default.
• W2564200058 hasConceptScore W2564200058C52622490 @default.
• W2564200058 hasConceptScore W2564200058C71924100 @default.
• W2564200058 hasConceptScore W2564200058C83665646 @default.
• W2564200058 hasConceptScore W2564200058C95623464 @default.
• W2564200058 hasIssue "1" @default.

• next