Matches in SemOpenAlex for { <https://semopenalex.org/work/W4307777486> ?p ?o ?g. }
- W4307777486 abstract "Abstract Early intervention is now considered the core treatment strategy for autism spectrum disorders (ASD). Thus, it is of significant clinical importance to establish a screening tool for the early detection of ASD in infants. To achieve this goal, in a longitudinal design, we analyzed spontaneous bodily movements of 4-month-old infants from general population and assessed their ASD-like behaviors at 18 months of age. A total of 26 movement features were calculated from video-recorded bodily movements of infants at 4 months of age. Their risk of ASD was assessed at 18 months of age with the Modified Checklist for Autism in Toddlerhood, a widely used screening questionnaire. Infants at high risk for ASD at 18 months of age exhibited less rhythmic and weaker bodily movement patterns at 4 months of age than low-risk infants. When the observed bodily movement patterns were submitted to a machine learning-based analysis, linear and non-linear classifiers successfully predicted ASD-like behavior at 18 months of age based on the bodily movement patterns at 4 months of age, at the level acceptable for practical use. This study analyzed the relationship between spontaneous bodily movements at 4 months of age and the ASD risk at 18 months of age. Experimental results suggested the utility of the proposed method for the early screening of infants at risk for ASD. We revealed that the signs of ASD risk could be detected as early as 4 months after birth, by focusing on the infant’s spontaneous bodily movements." @default.
- W4307777486 created "2022-11-05" @default.
- W4307777486 creator A5001117119 @default.
- W4307777486 creator A5008211949 @default.
- W4307777486 creator A5017165850 @default.
- W4307777486 creator A5038526091 @default.
- W4307777486 creator A5041087379 @default.
- W4307777486 creator A5052514562 @default.
- W4307777486 creator A5061606451 @default.
- W4307777486 creator A5072871417 @default.
- W4307777486 creator A5086214093 @default.
- W4307777486 date "2022-10-27" @default.
- W4307777486 modified "2023-10-16" @default.
- W4307777486 title "Prediction of autistic tendencies at 18 months of age via markerless video analysis of spontaneous body movements in 4-month-old infants" @default.
- W4307777486 cites W1525139037 @default.
- W4307777486 cites W1540039746 @default.
- W4307777486 cites W1795083700 @default.
- W4307777486 cites W1920086678 @default.
- W4307777486 cites W1969402534 @default.
- W4307777486 cites W1970115225 @default.
- W4307777486 cites W1970924527 @default.
- W4307777486 cites W1974534880 @default.
- W4307777486 cites W1975025708 @default.
- W4307777486 cites W1977805811 @default.
- W4307777486 cites W1978417116 @default.
- W4307777486 cites W1989355184 @default.
- W4307777486 cites W1992791476 @default.
- W4307777486 cites W1996068081 @default.
- W4307777486 cites W2020800417 @default.
- W4307777486 cites W2026088138 @default.
- W4307777486 cites W2027560700 @default.
- W4307777486 cites W2033675290 @default.
- W4307777486 cites W2035054293 @default.
- W4307777486 cites W2044395606 @default.
- W4307777486 cites W2059507293 @default.
- W4307777486 cites W2076572096 @default.
- W4307777486 cites W2077886342 @default.
- W4307777486 cites W2095381104 @default.
- W4307777486 cites W2097132700 @default.
- W4307777486 cites W2106155621 @default.
- W4307777486 cites W2116697664 @default.
- W4307777486 cites W2119252118 @default.
- W4307777486 cites W2120368377 @default.
- W4307777486 cites W2133305547 @default.
- W4307777486 cites W2137207936 @default.
- W4307777486 cites W2144236040 @default.
- W4307777486 cites W2148534776 @default.
- W4307777486 cites W2150247204 @default.
- W4307777486 cites W2151767781 @default.
- W4307777486 cites W2158220135 @default.
- W4307777486 cites W2167872172 @default.
- W4307777486 cites W2305887293 @default.
- W4307777486 cites W2313811250 @default.
- W4307777486 cites W2331971552 @default.
- W4307777486 cites W2480743290 @default.
- W4307777486 cites W2514823429 @default.
- W4307777486 cites W2517843132 @default.
- W4307777486 cites W2588003167 @default.
- W4307777486 cites W2618141308 @default.
- W4307777486 cites W2623800443 @default.
- W4307777486 cites W2785852603 @default.
- W4307777486 cites W2900541008 @default.
- W4307777486 cites W2905701061 @default.
- W4307777486 cites W2918079264 @default.
- W4307777486 cites W2975755927 @default.
- W4307777486 cites W2997456783 @default.
- W4307777486 cites W3003325119 @default.
- W4307777486 cites W3004127313 @default.
- W4307777486 cites W3014156643 @default.
- W4307777486 cites W3034660046 @default.
- W4307777486 cites W3039245992 @default.
- W4307777486 cites W3039442422 @default.
- W4307777486 cites W3092257928 @default.
- W4307777486 cites W3106688675 @default.
- W4307777486 cites W4247665917 @default.
- W4307777486 cites W67861088 @default.
- W4307777486 doi "https://doi.org/10.1038/s41598-022-21308-y" @default.
- W4307777486 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36302797" @default.
- W4307777486 hasPublicationYear "2022" @default.
- W4307777486 type Work @default.
- W4307777486 citedByCount "2" @default.
- W4307777486 countsByYear W43077774862023 @default.
- W4307777486 crossrefType "journal-article" @default.
- W4307777486 hasAuthorship W4307777486A5001117119 @default.
- W4307777486 hasAuthorship W4307777486A5008211949 @default.
- W4307777486 hasAuthorship W4307777486A5017165850 @default.
- W4307777486 hasAuthorship W4307777486A5038526091 @default.
- W4307777486 hasAuthorship W4307777486A5041087379 @default.
- W4307777486 hasAuthorship W4307777486A5052514562 @default.
- W4307777486 hasAuthorship W4307777486A5061606451 @default.
- W4307777486 hasAuthorship W4307777486A5072871417 @default.
- W4307777486 hasAuthorship W4307777486A5086214093 @default.
- W4307777486 hasBestOaLocation W43077774861 @default.
- W4307777486 hasConcept C126322002 @default.
- W4307777486 hasConcept C135343436 @default.
- W4307777486 hasConcept C138496976 @default.
- W4307777486 hasConcept C15744967 @default.
- W4307777486 hasConcept C169976356 @default.
- W4307777486 hasConcept C180747234 @default.
- W4307777486 hasConcept C187212893 @default.