Matches in SemOpenAlex for { <https://semopenalex.org/work/W2992186472> ?p ?o ?g. }
Showing items 1 to 91 of
91
with 100 items per page.
- W2992186472 abstract "Parkinson's Disease (PD) affects a significant amount of elderlies around the world. The progression and effectiveness of medication can be inferred from changes or improvements of gait in patients. Vertical ground reaction force is a common used measure to classify gait. In this study, such data from a publicly available dataset is used to classify gait between PD patients and healthy control subjects of similar ages. The data were preprocessed by normalization, splitting into standard time units and then converted to images. Classification was done using a stacked 2-dimensional and 1-dimenisonal convolutional neural network. Our model achieved 88.7% accuracy, an improvement of 5.3% over the next best performing model that was published." @default.
- W2992186472 created "2019-12-13" @default.
- W2992186472 creator A5003255539 @default.
- W2992186472 creator A5008163917 @default.
- W2992186472 creator A5039430959 @default.
- W2992186472 creator A5059355610 @default.
- W2992186472 creator A5067394594 @default.
- W2992186472 creator A5069821308 @default.
- W2992186472 date "2019-10-01" @default.
- W2992186472 modified "2023-10-17" @default.
- W2992186472 title "Gait classification for Parkinson's Disease using Stacked 2D and 1D Convolutional Neural Network" @default.
- W2992186472 cites W1475884865 @default.
- W2992186472 cites W1561072761 @default.
- W2992186472 cites W1832693441 @default.
- W2992186472 cites W1901129140 @default.
- W2992186472 cites W1972310704 @default.
- W2992186472 cites W1983467873 @default.
- W2992186472 cites W1995069115 @default.
- W2992186472 cites W2008827081 @default.
- W2992186472 cites W2018727741 @default.
- W2992186472 cites W2044097773 @default.
- W2992186472 cites W2047706369 @default.
- W2992186472 cites W2067180399 @default.
- W2992186472 cites W2069049175 @default.
- W2992186472 cites W2075448813 @default.
- W2992186472 cites W2094590375 @default.
- W2992186472 cites W2104106974 @default.
- W2992186472 cites W2112788819 @default.
- W2992186472 cites W2120615054 @default.
- W2992186472 cites W2158764002 @default.
- W2992186472 cites W2253429366 @default.
- W2992186472 cites W2328336187 @default.
- W2992186472 cites W2346062110 @default.
- W2992186472 cites W2581082771 @default.
- W2992186472 cites W2612876124 @default.
- W2992186472 cites W2962914239 @default.
- W2992186472 doi "https://doi.org/10.1109/atc.2019.8924567" @default.
- W2992186472 hasPublicationYear "2019" @default.
- W2992186472 type Work @default.
- W2992186472 sameAs 2992186472 @default.
- W2992186472 citedByCount "8" @default.
- W2992186472 countsByYear W29921864722020 @default.
- W2992186472 countsByYear W29921864722021 @default.
- W2992186472 countsByYear W29921864722022 @default.
- W2992186472 countsByYear W29921864722023 @default.
- W2992186472 crossrefType "proceedings-article" @default.
- W2992186472 hasAuthorship W2992186472A5003255539 @default.
- W2992186472 hasAuthorship W2992186472A5008163917 @default.
- W2992186472 hasAuthorship W2992186472A5039430959 @default.
- W2992186472 hasAuthorship W2992186472A5059355610 @default.
- W2992186472 hasAuthorship W2992186472A5067394594 @default.
- W2992186472 hasAuthorship W2992186472A5069821308 @default.
- W2992186472 hasConcept C142724271 @default.
- W2992186472 hasConcept C151800584 @default.
- W2992186472 hasConcept C153180895 @default.
- W2992186472 hasConcept C154945302 @default.
- W2992186472 hasConcept C2779134260 @default.
- W2992186472 hasConcept C2779734285 @default.
- W2992186472 hasConcept C31972630 @default.
- W2992186472 hasConcept C41008148 @default.
- W2992186472 hasConcept C71924100 @default.
- W2992186472 hasConcept C81363708 @default.
- W2992186472 hasConcept C99508421 @default.
- W2992186472 hasConceptScore W2992186472C142724271 @default.
- W2992186472 hasConceptScore W2992186472C151800584 @default.
- W2992186472 hasConceptScore W2992186472C153180895 @default.
- W2992186472 hasConceptScore W2992186472C154945302 @default.
- W2992186472 hasConceptScore W2992186472C2779134260 @default.
- W2992186472 hasConceptScore W2992186472C2779734285 @default.
- W2992186472 hasConceptScore W2992186472C31972630 @default.
- W2992186472 hasConceptScore W2992186472C41008148 @default.
- W2992186472 hasConceptScore W2992186472C71924100 @default.
- W2992186472 hasConceptScore W2992186472C81363708 @default.
- W2992186472 hasConceptScore W2992186472C99508421 @default.
- W2992186472 hasLocation W29921864721 @default.
- W2992186472 hasOpenAccess W2992186472 @default.
- W2992186472 hasPrimaryLocation W29921864721 @default.
- W2992186472 hasRelatedWork W2090089261 @default.
- W2992186472 hasRelatedWork W2175746458 @default.
- W2992186472 hasRelatedWork W2732542196 @default.
- W2992186472 hasRelatedWork W2760085659 @default.
- W2992186472 hasRelatedWork W3003958915 @default.
- W2992186472 hasRelatedWork W3081496756 @default.
- W2992186472 hasRelatedWork W3093612317 @default.
- W2992186472 hasRelatedWork W3113494795 @default.
- W2992186472 hasRelatedWork W3125863379 @default.
- W2992186472 hasRelatedWork W3085229536 @default.
- W2992186472 isParatext "false" @default.
- W2992186472 isRetracted "false" @default.
- W2992186472 magId "2992186472" @default.
- W2992186472 workType "article" @default.