Machine Learning Prediction of Autism Spectrum Disorder From a Minimal Set of Medical and Background Information.

Journal: JAMA network open
Published Date:

Abstract

IMPORTANCE: Early identification of the likelihood of autism spectrum disorder (ASD) using minimal information is crucial for early diagnosis and intervention, which can affect developmental outcomes.

Authors

  • Shyam Sundar Rajagopalan
    Department of Psychiatry, St. John's Medical College and Hospital, Bangalore, India.
  • Yali Zhang
    College of Food Science and Technology, Nanjing Agricultural University, Nanjing 210095, China.
  • Ashraf Yahia
    Center of Neurodevelopmental Disorders, Centre for Psychiatry Research, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden.
  • Kristiina Tammimies
    Center of Neurodevelopmental Disorders, Centre for Psychiatry Research, Department of Women's and Children's Health, Karolinska Institutet, Solna, Sweden.