Unraveling Down Syndrome: From Genetic Anomaly to Artificial …
WEBDec 12, 2023 · These studies present pioneering applications of artificial intelligence (AI) and machine learning (ML) in Down syndrome (DS) research. Another study employs ML to scrutinize clinical records of 106 DS subjects, successfully identifying key features associated with intellectual disability (ID).
Executive Functioning in Adults with Down Syndrome: Machine …
WEBOct 14, 2021 · Based on the results of this study, we can conclude that the application of artificial intelligence techniques to cognitive assessment data identified that the best predictors of inhibition capacity during aging in adults with DS were praxis, memory, attention, motor planning, and written language.
Bringing machine learning to research on intellectual and …
WEBMay 2, 2022 · IDD is a broad term used to describe situations where ID and DD are present. For example, cerebral palsy, Down syndrome (DS), fragile X syndrome (FXS), and autism spectrum disorders (ASDs) can limit intelligence and cognitive abilities by affecting the central nervous system.
Application of intelligent algorithms in Down syndrome …
WEBJun 6, 2021 · Neocleous et al reported an artificial intelligence method that ensures that most T21 cases are classified as high risk at any stage. The new method is highly effective at T21 identification and performs better than other existing statistical methods.
Executive Functioning in Adults with Down Syndrome: Machine
WEBOct 14, 2021 · The study of executive function decline in adults with Down syndrome (DS) is important, because it supports independent functioning in real-world settings. Inhibitory control is posited to be essential for self-regulation and …
Machine learning based analysis for intellectual disability in Down ...
WEBSep 1, 2023 · We have applied two tree-based machine learning (ML) models (Random Forest and XGBoost) to the research question: how to identify key features likely associated with intellectual disability (ID) in Down syndrome (DS). We analyzed 109 features (or variables) in 106 DS subjects.
Unraveling Down Syndrome: From Genetic Anomaly to Artificial ...
WEBDec 12, 2023 · Integration of AI and ML in Down syndrome diagnosis signifies a significant advancement in medical science. These tools hold promise for early detection, personalized treatment, and a...
Bringing machine learning to research on intellectual and
WEBMay 2, 2022 · IDDs are characterized by significant impairment in intellectual and adaptive functioning, and both genetic and environmental factors underpin IDD biology. Molecular and genetic stratification of IDDs remain challenging mainly due …
Talkitt: toward a new instrument based on artificial intelligence …
WEBJun 5, 2023 · Down syndrome (DS) is the most common genetic cause of intellectual impairment, estimated to occur once in approximately 1,000 births ( Grimm et al., 2021 ). A high variability in the degree of cognitive impairment, ranging from profound to borderline intellectual functioning, is observed ( Roizen, 2002; Vicari et al., 2013 ).
Talkitt: toward a new instrument based on artificial intelligence …
WEBJun 6, 2023 · Introduction: Individuals with Down syndrome (DS) often exhibit a severe speech impairment, with important consequences on language intelligibility. For these cases, the use of Augmentative Alternative Communication instruments, that increase an individual's communication abilities, becomes crucial.