ASD Resources

Dataset :  

EEG data (from Old Dominion University)

Facial thermographic data (from Old Dominion University)

Pre-processed Autism Brain Imaging Data Exchange (ABIDE)  - 

Techniques:

Machine Learning

    - Feature selection algorithms [eg. correlation-based feature selection]

    - Machine learning algorithms [eg. SVM, random forest, logistic regression, naive bayes]

EEG Signal Processing 

    - Noise removal techniques [eg. voltage thresholding, independent component analysis]

    - Discrete wavelet transformation

Thermographic Image Processing

    - Filtering techniques [eg. density estimation filter]

    - Enhancement techniques [eg. histogram equalization]

    - Segmentation techniques [eg. Otsu thresholding method]

Tools: 

EEGLAB   

WEKA  

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