Manuscript Number : SHISRRJ247249

Detection of Early Satge of Autism Spectrum Disorder

Authors(2) :-Gottam Sailaja, K. Padmanabhan

A person with autism spectrum disorder (ASD) may experience lifetime difficulties with language acquisition, communication, cognition, and social skills. It affects about 1% of people worldwide, with symptoms typically appearing in the developmental stages, or the first two years following birth. Environmental factors or genetics are the main causes of ASD. On the other hand, early detection and treatment can improve the illness. Currently, the only techniques available for diagnosing ASD are clinical standardised testing. building prediction models based on the results by using models like Support Vector Machines (SVM), Random Forest Classifier (RFC), Naive Bayes (NB), and Logistic Regression (LR) on our dataset.

Authors and Affiliations

Gottam Sailaja
Post Graduate, Department of MCA, Annamacharya Institute of Technology & Sciences, Tirupati, Andhra Pradesh, India
K. Padmanabhan
Assistant Professor, Department of MCA, Annamacharya Institute of Technology & Sciences, Tirupati, Andhra Pradesh, India

Neuro Development Disorder, Stereotyped, Diagnosis, Genetic Mutation, Adolescene.

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Publication Details

Published in : Volume 7 | Issue 2 | March-April 2024
Date of Publication : 2024-04-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 161-166
Manuscript Number : SHISRRJ247249
Publisher : Shauryam Research Institute

ISSN : 2581-6306

Cite This Article :

Gottam Sailaja, K. Padmanabhan, "Detection of Early Satge of Autism Spectrum Disorder", Shodhshauryam, International Scientific Refereed Research Journal (SHISRRJ), ISSN : 2581-6306, Volume 7, Issue 2, pp.161-166, March-April.2024
URL : https://shisrrj.com/SHISRRJ247249

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