Publications by authors named "Yeganeh Modaresnia"
Med Biol Eng Comput
February 2024
Article Synopsis
- Early diagnosis of autism spectrum disorder (ASD) is critical for patient rehabilitation, requiring advanced pattern recognition and modeling techniques.
- The study utilizes scalogram images from electroencephalography signals combined with a two-level deep learning architecture to enhance classification accuracy.
- Results from testing on a dataset of 34 ASD samples and 11 normal cases show high detection performance, achieving 99.50% accuracy with voice and 98.43% without, indicating the method's effectiveness and the influence of auditory factors on diagnosis.
Phys Eng Sci Med
December 2023
Article Synopsis
- * The study uses brain connectivity measurements and six classifiers to differentiate between children with ADHD and those without, achieving an impressive accuracy of 99.174%.
- * Two potential biomarkers related to brain connectivity patterns are proposed, with statistical validation indicating their significant difference, highlighting their promise for improving ADHD diagnosis and intervention strategies.
