Matches in SemOpenAlex for { <https://semopenalex.org/work/W3199604118> ?p ?o ?g. }
Showing items 1 to 87 of
87
with 100 items per page.
- W3199604118 abstract "Amyotrophic Lateral Sclerosis (ALS) is a neurode-generative disease characterized by the progressive and specific loss of motor neurons in the brain, causing a variety of symptoms, including weakness of muscles and changes in gait. Currently, there is no cure for ALS, nor there is a definitive diagnostic test that can detect whether someone has ALS. Therefore, there is still a need for alternative and non-invasive methods to aid the diagnosis of ALS. This article proposes an automatic method to aid the diagnosis of ALS. A feature extraction technique based on metrics of fluctuation magnitude and fluctuation dynamics, followed by a machine learning algorithm to separate subjects with ALS from healthy ones, was used. The results showed that the proposed approach is comparable to others in the literature even though a simpler and smaller feature set was considered. Five different machine learning classifiers were compared and evaluated using the leave-one-out cross-validation method. A comparison and discussion of the results based on the foot from which the data were extracted and the phases of the gait were also carried out." @default.
- W3199604118 created "2021-09-27" @default.
- W3199604118 creator A5001707281 @default.
- W3199604118 creator A5002667303 @default.
- W3199604118 creator A5025649736 @default.
- W3199604118 creator A5033611023 @default.
- W3199604118 creator A5049367321 @default.
- W3199604118 creator A5076407645 @default.
- W3199604118 date "2021-07-01" @default.
- W3199604118 modified "2023-10-16" @default.
- W3199604118 title "Automatic Classification of Amyotrophic Lateral Sclerosis through Gait Dynamics" @default.
- W3199604118 cites W1490760466 @default.
- W3199604118 cites W1698155719 @default.
- W3199604118 cites W179179905 @default.
- W3199604118 cites W2014503804 @default.
- W3199604118 cites W206342075 @default.
- W3199604118 cites W2092030178 @default.
- W3199604118 cites W2124706543 @default.
- W3199604118 cites W2138443306 @default.
- W3199604118 cites W2149706766 @default.
- W3199604118 cites W2153997102 @default.
- W3199604118 cites W2513386549 @default.
- W3199604118 doi "https://doi.org/10.1109/compsac51774.2021.00295" @default.
- W3199604118 hasPublicationYear "2021" @default.
- W3199604118 type Work @default.
- W3199604118 sameAs 3199604118 @default.
- W3199604118 citedByCount "0" @default.
- W3199604118 crossrefType "proceedings-article" @default.
- W3199604118 hasAuthorship W3199604118A5001707281 @default.
- W3199604118 hasAuthorship W3199604118A5002667303 @default.
- W3199604118 hasAuthorship W3199604118A5025649736 @default.
- W3199604118 hasAuthorship W3199604118A5033611023 @default.
- W3199604118 hasAuthorship W3199604118A5049367321 @default.
- W3199604118 hasAuthorship W3199604118A5076407645 @default.
- W3199604118 hasConcept C105702510 @default.
- W3199604118 hasConcept C119857082 @default.
- W3199604118 hasConcept C138885662 @default.
- W3199604118 hasConcept C142724271 @default.
- W3199604118 hasConcept C151800584 @default.
- W3199604118 hasConcept C153180895 @default.
- W3199604118 hasConcept C154945302 @default.
- W3199604118 hasConcept C177264268 @default.
- W3199604118 hasConcept C199360897 @default.
- W3199604118 hasConcept C2776401178 @default.
- W3199604118 hasConcept C2779134260 @default.
- W3199604118 hasConcept C2780247198 @default.
- W3199604118 hasConcept C2780596555 @default.
- W3199604118 hasConcept C41008148 @default.
- W3199604118 hasConcept C41895202 @default.
- W3199604118 hasConcept C52622490 @default.
- W3199604118 hasConcept C71924100 @default.
- W3199604118 hasConcept C99508421 @default.
- W3199604118 hasConceptScore W3199604118C105702510 @default.
- W3199604118 hasConceptScore W3199604118C119857082 @default.
- W3199604118 hasConceptScore W3199604118C138885662 @default.
- W3199604118 hasConceptScore W3199604118C142724271 @default.
- W3199604118 hasConceptScore W3199604118C151800584 @default.
- W3199604118 hasConceptScore W3199604118C153180895 @default.
- W3199604118 hasConceptScore W3199604118C154945302 @default.
- W3199604118 hasConceptScore W3199604118C177264268 @default.
- W3199604118 hasConceptScore W3199604118C199360897 @default.
- W3199604118 hasConceptScore W3199604118C2776401178 @default.
- W3199604118 hasConceptScore W3199604118C2779134260 @default.
- W3199604118 hasConceptScore W3199604118C2780247198 @default.
- W3199604118 hasConceptScore W3199604118C2780596555 @default.
- W3199604118 hasConceptScore W3199604118C41008148 @default.
- W3199604118 hasConceptScore W3199604118C41895202 @default.
- W3199604118 hasConceptScore W3199604118C52622490 @default.
- W3199604118 hasConceptScore W3199604118C71924100 @default.
- W3199604118 hasConceptScore W3199604118C99508421 @default.
- W3199604118 hasLocation W31996041181 @default.
- W3199604118 hasOpenAccess W3199604118 @default.
- W3199604118 hasPrimaryLocation W31996041181 @default.
- W3199604118 hasRelatedWork W1964120219 @default.
- W3199604118 hasRelatedWork W2016461833 @default.
- W3199604118 hasRelatedWork W2050664791 @default.
- W3199604118 hasRelatedWork W2136054869 @default.
- W3199604118 hasRelatedWork W2144059113 @default.
- W3199604118 hasRelatedWork W2146076056 @default.
- W3199604118 hasRelatedWork W2546942002 @default.
- W3199604118 hasRelatedWork W2811390910 @default.
- W3199604118 hasRelatedWork W3003836766 @default.
- W3199604118 hasRelatedWork W3197541072 @default.
- W3199604118 isParatext "false" @default.
- W3199604118 isRetracted "false" @default.
- W3199604118 magId "3199604118" @default.
- W3199604118 workType "article" @default.