Down syndrome detection using modified adaboost algorithm

نویسندگان

چکیده

In human body genetic codes are stored in the genes. All of our inherited traits associated with these genes and grouped as structures generally called chromosomes. typical cases, each cell consists 23 pairs chromosomes, out which parent contributes half. But if a person has partial or full copy chromosome 21, situation is Down syndrome. It results intellectual disability, reading impairment, developmental delay, other medical abnormalities. There no specific treatment for Thus, early detection screening this disability best styles down syndrome prevention. work, recognition utilizes set facial expression images. Solid geometric descriptor employed extracting features from image set. An AdaBoost method practiced to gather required data sets categorization. The extracted information then assigned used instruct Neural Network using Backpropagation algorithm. This work recorded that presented model meets requirement 98.67% accuracy.

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ژورنال

عنوان ژورنال: International Journal of Electrical and Computer Engineering

سال: 2021

ISSN: ['2088-8708']

DOI: https://doi.org/10.11591/ijece.v11i5.pp4281-4288