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AI Model Shows Promise in Early Autism Detection for Toddlers

Karolinska Institutet's machine learning tool predicts autism with 80% accuracy, potentially transforming early diagnosis and intervention.

  • The AI model, AutMedAI, analyzes 28 developmental parameters to predict autism in children under two years old.
  • Developed using a large US database, the model identified about 80% of children with autism in validation tests.
  • Key predictors include age of first smile, speech development, and eating difficulties.
  • Early diagnosis through this tool can lead to timely interventions, improving outcomes for children and families.
  • Further validation and improvements are planned to ensure clinical reliability and incorporate genetic information.
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