Michal Ilan

A Novel Phenotype-based Approach for Prioritizing Candidate Genetic Variants for Autism Spectrum Disorder.

This paper introduces a phenotype-based method to prioritize genetic variants in ASD, improving diagnostic yield and identifying novel variants in unresolved cases.

Using computer vision to quantify facial expressions of children with autism during naturalistic social interactions

This study evaluates three facial analysis algorithms for quantifying facial expressions in children with autism during social interactions, finding no group differences in expression quantity but significant algorithm variability.

Idiosyncratic pupil regulation in autistic children

This study uses pupillometry to show that autistic children have more variable and idiosyncratic pupil responses compared to typically developing children, with significant classification accuracy.

Automated identification and quantification of stereotypical movements from video recordings of children with ASD

This paper introduces an AI algorithm to automatically identify and quantify stereotypical motor movements in children with ASD using video data, achieving high correlation with manual annotations.

Sleep problems are associated with hypersensitivity to touch in children with autism

This study finds that hypersensitivity to touch is strongly linked to sleep disturbances in children with autism, explaining 24% of the variance in sleep disturbance scores.