Matches in SemOpenAlex for { <https://semopenalex.org/work/W4387375498> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4387375498 endingPage "189" @default.
- W4387375498 startingPage "177" @default.
- W4387375498 abstract "Autism Spectrum Disorder (ASD) is a neurodevelopmental condition that can manifest in a variety of ways. One common characteristic is difficulty with communication, which may manifest as difficulty understanding others or expressing oneself effectively. Social interaction can also be challenging, as individuals with ASD may struggle to comprehend social cues or adapt to new situations. Many machine-learning models have been developed or are in progress to detect ASD automatically. Three machine learning model-based frameworks have been studied and elaborated on, each with a clear concept of the detection of ASD among children and adults. This research paper has done a closer review of these frameworks and their datasets to diagnose ASD automatically. In the first framework, deep learning models such as Xception, VGG19, and NASNetMobile have been utilized for the detection of autism spectrum disorder (ASD). In addition, other models such as XGBoost, Neural Network, and Random Forest have been employed in the second framework to detect ASD from a clinical standard screening dataset for toddlers. Meanwhile, the third framework involves traditional machine learning models that have been trained using the UCI dataset for ASD. The accuracy of each model has been discussed and elaborated on." @default.
- W4387375498 created "2023-10-06" @default.
- W4387375498 creator A5013190334 @default.
- W4387375498 creator A5036429875 @default.
- W4387375498 creator A5069922976 @default.
- W4387375498 date "2023-10-05" @default.
- W4387375498 modified "2023-10-16" @default.
- W4387375498 title "A Review of Machine Learning Models to Detect Autism Spectrum Disorders (ASD)" @default.
- W4387375498 cites W2034279433 @default.
- W4387375498 cites W2143333975 @default.
- W4387375498 cites W2786623846 @default.
- W4387375498 cites W2914108393 @default.
- W4387375498 cites W2982292120 @default.
- W4387375498 cites W2987014311 @default.
- W4387375498 cites W3094857238 @default.
- W4387375498 cites W3163019094 @default.
- W4387375498 cites W3209903954 @default.
- W4387375498 cites W4200507414 @default.
- W4387375498 cites W4214539404 @default.
- W4387375498 cites W4236180244 @default.
- W4387375498 cites W4291722303 @default.
- W4387375498 cites W4301398787 @default.
- W4387375498 cites W4320002708 @default.
- W4387375498 doi "https://doi.org/10.37394/23205.2023.22.21" @default.
- W4387375498 hasPublicationYear "2023" @default.
- W4387375498 type Work @default.
- W4387375498 citedByCount "0" @default.
- W4387375498 crossrefType "journal-article" @default.
- W4387375498 hasAuthorship W4387375498A5013190334 @default.
- W4387375498 hasAuthorship W4387375498A5036429875 @default.
- W4387375498 hasAuthorship W4387375498A5069922976 @default.
- W4387375498 hasBestOaLocation W43873754981 @default.
- W4387375498 hasConcept C119857082 @default.
- W4387375498 hasConcept C136197465 @default.
- W4387375498 hasConcept C138496976 @default.
- W4387375498 hasConcept C154945302 @default.
- W4387375498 hasConcept C15744967 @default.
- W4387375498 hasConcept C205778803 @default.
- W4387375498 hasConcept C2778538070 @default.
- W4387375498 hasConcept C3020552372 @default.
- W4387375498 hasConcept C41008148 @default.
- W4387375498 hasConcept C50644808 @default.
- W4387375498 hasConceptScore W4387375498C119857082 @default.
- W4387375498 hasConceptScore W4387375498C136197465 @default.
- W4387375498 hasConceptScore W4387375498C138496976 @default.
- W4387375498 hasConceptScore W4387375498C154945302 @default.
- W4387375498 hasConceptScore W4387375498C15744967 @default.
- W4387375498 hasConceptScore W4387375498C205778803 @default.
- W4387375498 hasConceptScore W4387375498C2778538070 @default.
- W4387375498 hasConceptScore W4387375498C3020552372 @default.
- W4387375498 hasConceptScore W4387375498C41008148 @default.
- W4387375498 hasConceptScore W4387375498C50644808 @default.
- W4387375498 hasLocation W43873754981 @default.
- W4387375498 hasOpenAccess W4387375498 @default.
- W4387375498 hasPrimaryLocation W43873754981 @default.
- W4387375498 hasRelatedWork W2013791933 @default.
- W4387375498 hasRelatedWork W2021289762 @default.
- W4387375498 hasRelatedWork W2046400951 @default.
- W4387375498 hasRelatedWork W2090918433 @default.
- W4387375498 hasRelatedWork W2232943475 @default.
- W4387375498 hasRelatedWork W2470657732 @default.
- W4387375498 hasRelatedWork W3039466015 @default.
- W4387375498 hasRelatedWork W3110766470 @default.
- W4387375498 hasRelatedWork W4255600304 @default.
- W4387375498 hasRelatedWork W4280509699 @default.
- W4387375498 hasVolume "22" @default.
- W4387375498 isParatext "false" @default.
- W4387375498 isRetracted "false" @default.
- W4387375498 workType "article" @default.