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Call for Papers:Vol.11 Issue.3

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Title: :  Enhancing Autism Diagnosis Through Machine Learning
PaperId: :  23691
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 3 2024
DUI:    16.0415/IJARIIE-23691
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Prof.Mahalakshmi C VBangalore Institute of Technology
Sneha C JBangalore Institute of Technology
Sowmya KanchanBangalore Institute of Technology
Tejashwini A MBangalore Institute of Technology

Abstract

Computer Science Engineering
Autism spectrum disorder, Machine learning, VGG16, InceptionV3, Stream lit application, Diagnosis.
Autism spectrum disorder (ASD) is a complex neurodevelopmental condition characterized by challenges with social interaction, communication, and repetitive behaviours. Early diagnosis and intervention are crucial for improving outcomes for individuals with ASD. This research investigates the potential of machine learning techniques, specifically the VGG16 and InceptionV3 models, to enhance the accuracy and efficiency of autism diagnosis. By leveraging these models, the research aims to develop a novel approach for automated ASD detection based on facial features extracted from images uploaded via a Stream lit application interface. The trained models will analyze the uploaded facial images and provide a quantitative assessment of the likelihood of ASD diagnosis. The results will be displayed in the Stream lit application interface, providing clinicians and caregivers with valuable insights for early intervention and treatment planning.

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IJARIIE Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. "Enhancing Autism Diagnosis Through Machine Learning" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 3 2024 Page 533-536
MLA Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. "Enhancing Autism Diagnosis Through Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 10.3(2024) : 533-536.
APA Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, & Tejashwini A M. (2024). Enhancing Autism Diagnosis Through Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education, 10(3), 533-536.
Chicago Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. "Enhancing Autism Diagnosis Through Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 3 (2024) : 533-536.
Oxford Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. 'Enhancing Autism Diagnosis Through Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, 2024, p. 533-536. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Enhancing_Autism_Diagnosis_Through_Machine_Learning_ijariie23691.pdf (Accessed : ).
Harvard Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. (2024) 'Enhancing Autism Diagnosis Through Machine Learning', International Journal Of Advance Research And Innovative Ideas In Education, 10(3), pp. 533-536IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Enhancing_Autism_Diagnosis_Through_Machine_Learning_ijariie23691.pdf (Accessed : )
IEEE Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M, "Enhancing Autism Diagnosis Through Machine Learning," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 3, pp. 533-536, May-Jun 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Enhancing_Autism_Diagnosis_Through_Machine_Learning_ijariie23691.pdf [Accessed : ].
Turabian Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. "Enhancing Autism Diagnosis Through Machine Learning." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 3 ().
Vancouver Prof.Mahalakshmi C V, Sneha C J, Sowmya Kanchan, and Tejashwini A M. Enhancing Autism Diagnosis Through Machine Learning. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(3) : 533-536. Available from: https://ijariie.com/AdminUploadPdf/Enhancing_Autism_Diagnosis_Through_Machine_Learning_ijariie23691.pdf
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