Matches in SemOpenAlex for { <https://semopenalex.org/work/W2997422814> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2997422814 endingPage "184" @default.
- W2997422814 startingPage "184" @default.
- W2997422814 abstract "Parkinson’s disease results in motor impairment that deteriorates patients’ quality of life. One of the symptoms negatively interfering with daily activities is kinetic tremor which should be measured to monitor the outcome of therapy. A new instrumented method of quantification of the kinetic tremor is proposed, based on the analysis of circles drawn on a digitizing tablet by a patient. The aim of this approach is to obtain a tremor scoring equivalent to that performed by trained clinicians. Models are trained with the least absolute shrinkage and selection operator (LASSO) method to predict the tremor scores on the basis of the parameters computed from the patients’ drawings. Signal parametrization is derived from both expert knowledge and the response of an artificial neural network to the raw data, thus the approach was named multimodal. The fitted models are eventually combined into model ensembles that provide aggregated scores of the kinetic tremor captured in the drawings. The method was verified with a set of clinical data acquired from 64 Parkinson’s disease patients. Automated and objective quantification of the kinetic tremor with the presented approach yielded promising results, as the Pearson’s correlations between the visual ratings of tremor and the model predictions ranged from 0.839 to 0.890 in the best-performing models." @default.
- W2997422814 created "2020-01-10" @default.
- W2997422814 creator A5002553011 @default.
- W2997422814 creator A5006278866 @default.
- W2997422814 creator A5047086172 @default.
- W2997422814 creator A5065551386 @default.
- W2997422814 creator A5068080249 @default.
- W2997422814 date "2019-12-28" @default.
- W2997422814 modified "2023-10-15" @default.
- W2997422814 title "A Multimodal Approach to the Quantification of Kinetic Tremor in Parkinson’s Disease" @default.
- W2997422814 cites W1605377341 @default.
- W2997422814 cites W1862394037 @default.
- W2997422814 cites W1968126004 @default.
- W2997422814 cites W1971255930 @default.
- W2997422814 cites W1981826327 @default.
- W2997422814 cites W2001263627 @default.
- W2997422814 cites W2013756339 @default.
- W2997422814 cites W2042489792 @default.
- W2997422814 cites W2043779988 @default.
- W2997422814 cites W2059851411 @default.
- W2997422814 cites W2106350754 @default.
- W2997422814 cites W2112455323 @default.
- W2997422814 cites W2132168580 @default.
- W2997422814 cites W2135046866 @default.
- W2997422814 cites W2244486986 @default.
- W2997422814 cites W2734833794 @default.
- W2997422814 cites W2741164840 @default.
- W2997422814 cites W2751557542 @default.
- W2997422814 cites W2759865815 @default.
- W2997422814 cites W2785916359 @default.
- W2997422814 cites W2800689030 @default.
- W2997422814 cites W2883295919 @default.
- W2997422814 cites W2887258823 @default.
- W2997422814 cites W2978080568 @default.
- W2997422814 doi "https://doi.org/10.3390/s20010184" @default.
- W2997422814 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6983132" @default.
- W2997422814 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/31905697" @default.
- W2997422814 hasPublicationYear "2019" @default.
- W2997422814 type Work @default.
- W2997422814 sameAs 2997422814 @default.
- W2997422814 citedByCount "6" @default.
- W2997422814 countsByYear W29974228142021 @default.
- W2997422814 countsByYear W29974228142022 @default.
- W2997422814 crossrefType "journal-article" @default.
- W2997422814 hasAuthorship W2997422814A5002553011 @default.
- W2997422814 hasAuthorship W2997422814A5006278866 @default.
- W2997422814 hasAuthorship W2997422814A5047086172 @default.
- W2997422814 hasAuthorship W2997422814A5065551386 @default.
- W2997422814 hasAuthorship W2997422814A5068080249 @default.
- W2997422814 hasBestOaLocation W29974228141 @default.
- W2997422814 hasConcept C119857082 @default.
- W2997422814 hasConcept C142724271 @default.
- W2997422814 hasConcept C153180895 @default.
- W2997422814 hasConcept C154945302 @default.
- W2997422814 hasConcept C2779134260 @default.
- W2997422814 hasConcept C2779734285 @default.
- W2997422814 hasConcept C2780112193 @default.
- W2997422814 hasConcept C41008148 @default.
- W2997422814 hasConcept C71924100 @default.
- W2997422814 hasConcept C99508421 @default.
- W2997422814 hasConceptScore W2997422814C119857082 @default.
- W2997422814 hasConceptScore W2997422814C142724271 @default.
- W2997422814 hasConceptScore W2997422814C153180895 @default.
- W2997422814 hasConceptScore W2997422814C154945302 @default.
- W2997422814 hasConceptScore W2997422814C2779134260 @default.
- W2997422814 hasConceptScore W2997422814C2779734285 @default.
- W2997422814 hasConceptScore W2997422814C2780112193 @default.
- W2997422814 hasConceptScore W2997422814C41008148 @default.
- W2997422814 hasConceptScore W2997422814C71924100 @default.
- W2997422814 hasConceptScore W2997422814C99508421 @default.
- W2997422814 hasIssue "1" @default.
- W2997422814 hasLocation W29974228141 @default.
- W2997422814 hasLocation W29974228142 @default.
- W2997422814 hasLocation W29974228143 @default.
- W2997422814 hasLocation W29974228144 @default.
- W2997422814 hasLocation W29974228145 @default.
- W2997422814 hasLocation W29974228146 @default.
- W2997422814 hasOpenAccess W2997422814 @default.
- W2997422814 hasPrimaryLocation W29974228141 @default.
- W2997422814 hasRelatedWork W2006945855 @default.
- W2997422814 hasRelatedWork W2743627085 @default.
- W2997422814 hasRelatedWork W2935894013 @default.
- W2997422814 hasRelatedWork W2961085424 @default.
- W2997422814 hasRelatedWork W3046775127 @default.
- W2997422814 hasRelatedWork W4285260836 @default.
- W2997422814 hasRelatedWork W4286629047 @default.
- W2997422814 hasRelatedWork W4306321456 @default.
- W2997422814 hasRelatedWork W4306674287 @default.
- W2997422814 hasRelatedWork W4224009465 @default.
- W2997422814 hasVolume "20" @default.
- W2997422814 isParatext "false" @default.
- W2997422814 isRetracted "false" @default.
- W2997422814 magId "2997422814" @default.
- W2997422814 workType "article" @default.